1 00:00:00,000 --> 00:00:00,750 2 00:00:00,750 --> 00:00:09,800 >> [MUSIC PLAYING] 3 00:00:09,800 --> 00:00:13,014 4 00:00:13,014 --> 00:00:13,680 DUSTIN TRAN: Hi. 5 00:00:13,680 --> 00:00:14,980 Dustin nomen meum. 6 00:00:14,980 --> 00:00:18,419 Quare ego exhibeatis R. Analysis in Data 7 00:00:18,419 --> 00:00:19,710 Exigua de me. 8 00:00:19,710 --> 00:00:24,320 Hinc etiam in studiosorum amet et ad ipsum Acta Scientiarum. 9 00:00:24,320 --> 00:00:28,330 An verum dicam, intersectio machina doctrina et statistics 10 00:00:28,330 --> 00:00:31,375 Analysis sic Data est in R vere praecipuum, quod ad 11 00:00:31,375 --> 00:00:33,790 Et ego in a cotidie basis. 12 00:00:33,790 --> 00:00:35,710 >> R Et praecipue est bonum enim notitia analysis 13 00:00:35,710 --> 00:00:39,310 quoniam suus 'bonus ad prototyping valde. 14 00:00:39,310 --> 00:00:43,590 Et plerumque cum aliqua vales analysis of notitia, multum quaestiones 15 00:00:43,590 --> 00:00:44,920 Proficiscimur ad cognoscitivam. 16 00:00:44,920 --> 00:00:48,700 Itaque vis habere quidam vere bonum quod lingua 17 00:00:48,700 --> 00:00:53,770 est quia facere bonum constructum-in officiis, contra 18 00:00:53,770 --> 00:00:57,430 humili gradu ad agere cum rerum. 19 00:00:57,430 --> 00:01:01,040 Et in principio, Im 'iustus iens R inducere ad id quod est, cur non et 20 00:01:01,040 --> 00:01:04,540 vis, et ergo transire in aliquo demo, 21 00:01:04,540 --> 00:01:07,060 atque inde ire. 22 00:01:07,060 --> 00:01:08,150 >> Sic illud quod est R? 23 00:01:08,150 --> 00:01:11,180 R est a lingua iusti succrevit quoniam statistical computing 24 00:01:11,180 --> 00:01:12,450 act. 25 00:01:12,450 --> 00:01:16,000 Quid sit hoc est, quod suus 'a lingua uteretur optima, 26 00:01:16,000 --> 00:01:22,400 circa quamlibet rem visualization incertitudine vel data. 27 00:01:22,400 --> 00:01:24,850 Habes igitur haec omnia probabilitate distributionibus. 28 00:01:24,850 --> 00:01:27,140 Illic futurus sis, constructum-in officiis. 29 00:01:27,140 --> 00:01:31,650 Youll 'quoque egregium En cogitanti packages. 30 00:01:31,650 --> 00:01:34,110 >> Python est alius certandi lingua enim data. 31 00:01:34,110 --> 00:01:40,020 R. Et hoc quod habeo multoque melius est act. 32 00:01:40,020 --> 00:01:45,200 Quid videbis quod in demo bene est iustus a valde intuitive lingua 33 00:01:45,200 --> 00:01:48,050 qui iustus officina valde bene. 34 00:01:48,050 --> 00:01:53,140 Inde etiam est, libera et aperta, ut Suspicor alia lingua bonum. 35 00:01:53,140 --> 00:01:55,440 >> Hic modo fasciculum keywords mittetur ad te. 36 00:01:55,440 --> 00:02:00,450 Sed quaeritur, si quis sit ad speciale obiectum, assignatum 37 00:02:00,450 --> 00:02:02,025 Modo in musca quam mutare. 38 00:02:02,025 --> 00:02:05,670 Suus smart quod suus 'sic piger circa & quomodo numeros. 39 00:02:05,670 --> 00:02:12,250 Muneris sensum, non potest vere operari fundatur off de functionibus anything-- 40 00:02:12,250 --> 00:02:16,910 cuiuscumque instrumenti es operaretur, non erunt ex ea ratione. 41 00:02:16,910 --> 00:02:20,162 >> Sic binariae operators, exempli gratia, sunt modo in se rationem. 42 00:02:20,162 --> 00:02:21,870 Et omne, quod vestri 'iens efficio est 43 00:02:21,870 --> 00:02:24,690 iens ut ipsam defluere functiones. 44 00:02:24,690 --> 00:02:27,140 Et accumsan et obiectum est. 45 00:02:27,140 --> 00:02:30,930 >> Et hic est XKCD insidias. 46 00:02:30,930 --> 00:02:34,350 Non solum quia EGO sentio amo XKCD fundamentalis est ad qualemcumque 47 00:02:34,350 --> 00:02:37,770 praesentationis gaudet, sed quia EGO sentio amo is vere 48 00:02:37,770 --> 00:02:42,160 ut multum procudit cum aliqua notitia vales 49 00:02:42,160 --> 00:02:46,570 analysis, quaestionem non est tanta velocitate currit, 50 00:02:46,570 --> 00:02:49,850 sed quamdiu futura accipiam vos ad propositum opus. 51 00:02:49,850 --> 00:02:54,112 Ita hic iustus est, utrum contingat A vel B consilio castigauit. 52 00:02:54,112 --> 00:02:55,820 Hoc est iens futurus quod vestri ' 53 00:02:55,820 --> 00:02:58,290 ad agam cum multum in sort of low-level linguarum, 54 00:02:58,290 --> 00:03:03,440 ubi vestri 'agens de seg vitia, memoria destinationi, initializations, 55 00:03:03,440 --> 00:03:05,270 et ponam in-muneris. 56 00:03:05,270 --> 00:03:09,920 Et hoc effercio est omnia tractari Vere nimis eleganter R. 57 00:03:09,920 --> 00:03:12,839 >> Ita iustus ad hoc ductile punctum, maximus bottleneck 58 00:03:12,839 --> 00:03:13,880 est iens ut esse cognitum. 59 00:03:13,880 --> 00:03:17,341 Analysis igitur quaestio est difficillimum. 60 00:03:17,341 --> 00:03:19,340 Utrum vos es facientem aut eruditionis apparatus es 61 00:03:19,340 --> 00:03:22,550 iustus facere aliqua basic notitia explorationem, 62 00:03:22,550 --> 00:03:25,290 te nolo habere to take a document 63 00:03:25,290 --> 00:03:27,440 et tunc compilare, quotiensque aliquid 64 00:03:27,440 --> 00:03:31,010 columnae eius ut videamus et similis, quod in particulari a entries matrix 65 00:03:31,010 --> 00:03:32,195 vultus amo. 66 00:03:32,195 --> 00:03:34,320 Ita et vos iustus volo ut habere Quidam vere delicatus interface 67 00:03:34,320 --> 00:03:37,740 te enim curram accinctus in simplex officium indicium, quod ad quamcunque 68 00:03:37,740 --> 00:03:41,870 atque inde velis currere. 69 00:03:41,870 --> 00:03:44,190 Et vos postulo domain quia hoc secundum speciem linguae. 70 00:03:44,190 --> 00:03:51,750 R. Et vos vere definire et solvit quaestionem, hoc modo. 71 00:03:51,750 --> 00:03:58,690 >> Ergo accipe consilium a ostendens programming Abiit illud tempus quod R favore. 72 00:03:58,690 --> 00:04:04,060 Ergo, si videtur, ut aut MMXIII sic is iustus inflantur LONGE. 73 00:04:04,060 --> 00:04:09,570 Et hoc ideo quia de eo ingens in technology industria flecte 74 00:04:09,570 --> 00:04:10,590 data et magna. 75 00:04:10,590 --> 00:04:13,010 Item, non tantum technology industria, sed realiter 76 00:04:13,010 --> 00:04:16,490 quia nulla industria that-- multus of industrias 77 00:04:16,490 --> 00:04:20,589 Sunt genere, quod praecipua conatur ad dubitationes. 78 00:04:20,589 --> 00:04:24,590 Ac solet, potest aliquid boni his curis cogitationibusque ita mensuras 79 00:04:24,590 --> 00:04:29,720 aut etiam illa, vel definiendo dissolvendo usura notitia. 80 00:04:29,720 --> 00:04:35,430 Puto iam R 11 Plurrimi vulgaris linguae in TIOBE 81 00:04:35,430 --> 00:04:38,200 crescit et erat quia. 82 00:04:38,200 --> 00:04:40,740 83 00:04:40,740 --> 00:04:43,080 >> Sic hic 'nonnullus magis R. features of Habet 84 00:04:43,080 --> 00:04:46,900 imbrem ingens numerus fasciculorum omnia enim haec sunt, aliud quod sunt. 85 00:04:46,900 --> 00:04:52,470 Sic vos have umquam quaedam quaestio, maxime 86 00:04:52,470 --> 00:04:55,060 erit R ad tempus qui munus pro vobis. 87 00:04:55,060 --> 00:04:58,520 Sic utrum vos volo inventam esse jam machinam aliquam aedificabo 88 00:04:58,520 --> 00:05:02,770 algorithm dicitur doctrina Random Deliberationem aut arbores silvae, 89 00:05:02,770 --> 00:05:07,530 vel etiam Crassus in medium ista vel aliquod officium, 90 00:05:07,530 --> 00:05:10,000 R habebit. 91 00:05:10,000 --> 00:05:14,190 >> Et si est tibi cura de ipsum, quod illud quod est commune, 92 00:05:14,190 --> 00:05:17,430 Opus est ut post prototyping aliqua lingua summus gradus, 93 00:05:17,430 --> 00:05:19,810 proiicietis qui in-- tu tantum portum, qui super 94 00:05:19,810 --> 00:05:21,550 aliqua lingua humili gradu. 95 00:05:21,550 --> 00:05:26,090 Quid est, quod olim te bonum R factum Prototyping eam, vos can run C ++, 96 00:05:26,090 --> 00:05:29,510 Fortran aut prius aut omnibus his directe in istis inferioribus R. 97 00:05:29,510 --> 00:05:32,320 Sic ut 'unum realiter frigus pluma circa R, 98 00:05:32,320 --> 00:05:35,930 si vos vere curant ipsum punctum. 99 00:05:35,930 --> 00:05:39,490 >> Et suus 'vere bonum for web aspectus. 100 00:05:39,490 --> 00:05:43,530 So D3.js, verbigratia, Suspicor alia seminar 101 00:05:43,530 --> 00:05:45,130 ut, hodie. 102 00:05:45,130 --> 00:05:48,510 Et hoc ideo, quia realiter terribilis faciens interactive aspectus. 103 00:05:48,510 --> 00:05:54,460 Et assumit quod vobis D3.js ut aliqua notitia cogitaverunt 104 00:05:54,460 --> 00:05:58,080 R, illo se posse facere ante vos patefacio is notitia analysis 105 00:05:58,080 --> 00:06:04,220 vel etiam ad ipsam currit iustus super D3.js R D3.js iubet in se, 106 00:06:04,220 --> 00:06:08,240 necnon omnibus his necnon aliis libraries. 107 00:06:08,240 --> 00:06:13,041 >> Ut erat ante introductionem ut per eam quae est r causa. 108 00:06:13,041 --> 00:06:14,790 Sic hopefully, quia commune aut inmundum Persuasit tibi aliquid 109 00:06:14,790 --> 00:06:18,460 quid non modo circa quaerebat videre. 110 00:06:18,460 --> 00:06:23,930 Perge igitur et ego transibit R circa obiecta aliqua fundamentals 111 00:06:23,930 --> 00:06:26,150 quod potestis facere. 112 00:06:26,150 --> 00:06:29,690 >> Ita hic iustus est math imperia fasciculum. 113 00:06:29,690 --> 00:06:35,000 Itaque dicere vis facere you're-- lingua te et vos iustus volo 114 00:06:35,000 --> 00:06:38,080 habere fasciculum diversis instrumentis. 115 00:06:38,080 --> 00:06:42,520 Ullum genus operandi putas youd R. fere vis est futurum in 116 00:06:42,520 --> 00:06:44,150 >> Et ecce plus II II. 117 00:06:44,150 --> 00:06:46,090 Hic est pi II temporibus. 118 00:06:46,090 --> 00:06:51,870 In-R constantibus fasciculum sicut frequenter, quod youll 'pi, e. 119 00:06:51,870 --> 00:06:56,230 >> Et tunc hic, plus VII runif, sic runif of I. 120 00:06:56,230 --> 00:07:02,450 Hoc est officium, quod est generat, passim uniformis a 0 I ad unum. 121 00:07:02,450 --> 00:07:04,400 Et tunc non est III ad IV potestatis. 122 00:07:04,400 --> 00:07:06,430 Illic 'radicibus. 123 00:07:06,430 --> 00:07:07,270 >> Illic 'log. 124 00:07:07,270 --> 00:07:14,500 Sic faciam log basis exponentialibus et per se. 125 00:07:14,500 --> 00:07:18,337 Et tunc, si speciem, deinde turpe tibi quidquid vis. 126 00:07:18,337 --> 00:07:19,920 Et alia sunt praecepta. 127 00:07:19,920 --> 00:07:22,180 Habes igitur XXIII mod II. 128 00:07:22,180 --> 00:07:24,910 Tunc habes reliquum. 129 00:07:24,910 --> 00:07:27,110 Tunc habes scientific eaque, si vos quoque 130 00:07:27,110 --> 00:07:34,060 vis facere justum et more sunt magis complicated. 131 00:07:34,060 --> 00:07:37,320 >> Ergo accipe et assignatione. 132 00:07:37,320 --> 00:07:40,830 Ita typicam in assignacionibus Fiunt R jaculo 133 00:07:40,830 --> 00:07:43,440 ita nec tunc minus hyphen. 134 00:07:43,440 --> 00:07:47,250 Sic hic Im 'iustus assignans III ad val variabilis. 135 00:07:47,250 --> 00:07:50,160 >> Et tunc Im excudendi, ex val et tunc procer sicco tres. 136 00:07:50,160 --> 00:07:53,920 By default interpres in R, quod ut procer rerum, qui pro vobis 137 00:07:53,920 --> 00:07:57,280 sed non definias sic procer val vos volo ut procer aliquid aliquando. 138 00:07:57,280 --> 00:08:00,200 Vos can iustus facere et val Faciam ergo, quod pro vobis. 139 00:08:00,200 --> 00:08:04,380 >> Item, vos can utor aequalis technice quod assignatione operator. 140 00:08:04,380 --> 00:08:07,190 Leves sunt subtilitates inter usura sagittas 141 00:08:07,190 --> 00:08:10,730 operator et aequales ad officia operator. 142 00:08:10,730 --> 00:08:15,470 Aequaliter dictum est, omnis homo et sagitta operante uteris. 143 00:08:15,470 --> 00:08:21,850 >> Et hic quidem, id ego hoc anno dedi oblique notatio colon dicitur I VI. 144 00:08:21,850 --> 00:08:26,010 Haec generat vector ab I ad VI. 145 00:08:26,010 --> 00:08:29,350 Et hoc, quia tunc vere delicatus vos iustus ad val assignare vector 146 00:08:29,350 --> 00:08:34,270 et quod per se operatur. 147 00:08:34,270 --> 00:08:37,799 >> Et hoc iam e single-- valde intuitive data 148 00:08:37,799 --> 00:08:41,070 structuram iustus a dupla generis aliquem in vector 149 00:08:41,070 --> 00:08:45,670 et quod omnia colligam scalar valores in vobis. 150 00:08:45,670 --> 00:08:50,770 Itaque post decursum a scalar, tibi A vector est res et habere. 151 00:08:50,770 --> 00:08:55,610 A vector est aliquis sort of collection of idem eadem idem typus. 152 00:08:55,610 --> 00:08:58,150 Ita hic vector fasciculum. 153 00:08:58,150 --> 00:08:59,800 >> Et hoc est secundum numerum. 154 00:08:59,800 --> 00:09:02,440 R Numeric est duplex est modus dicendi. 155 00:09:02,440 --> 00:09:07,390 Et sic ex defectu aliquo duplex numerus erit. 156 00:09:07,390 --> 00:09:13,150 >> 1.1 Et si c, III, 5.7 negativa, c non est a munus. 157 00:09:13,150 --> 00:09:16,760 Et hoc omnibus tribus concatenates numerorum in vector. 158 00:09:16,760 --> 00:09:19,619 Et hoc erit, si sic be-- III, vos animadverto a se, 159 00:09:19,619 --> 00:09:21,910 Northmanni vos induisset, hoc est ei quod integer, 160 00:09:21,910 --> 00:09:25,050 sed quia totum, vectors sunt eiusdem generis, 161 00:09:25,050 --> 00:09:28,660 hoc est a dupla vector vel secundum numerum est in hoc casu. 162 00:09:28,660 --> 00:09:34,920 >> rnorm functio est quod generat, vexillum normalis variables-- 163 00:09:34,920 --> 00:09:36,700 aut vexillum normalis valores. 164 00:09:36,700 --> 00:09:38,360 Utpote Im duos. 165 00:09:38,360 --> 00:09:43,840 Sic et ego tamquam rnorm II, qui et præcepit ei ut devs, et tunc Im excudendi, ex devs. 166 00:09:43,840 --> 00:09:47,350 Hi itaque sunt, sicut duo temere amet valores. 167 00:09:47,350 --> 00:09:50,060 >> Et tunc si facitis ints niam et integri. 168 00:09:50,060 --> 00:09:54,650 Sic hoc enim iustum est circa memoria et memoria destinationi salva magnitudine. 169 00:09:54,650 --> 00:10:01,460 Sic vos haberet append sitis a L. capitalia 170 00:10:01,460 --> 00:10:04,170 >> In general, hoc est, R scriptor historic notatio 171 00:10:04,170 --> 00:10:06,940 quia aliquid dicitur diu integer. 172 00:10:06,940 --> 00:10:09,880 Ita plerumque, youll esse de duplis. 173 00:10:09,880 --> 00:10:15,180 Et infra, si umquam in optimize vestri code, 174 00:10:15,180 --> 00:10:18,110 His adjicere licet, s sive postea in decursu 175 00:10:18,110 --> 00:10:22,280 si quae similes precognitive tu facis definitur. 176 00:10:22,280 --> 00:10:25,340 177 00:10:25,340 --> 00:10:26,890 >> Lorem vector est character. 178 00:10:26,890 --> 00:10:31,440 Sic et ego concatenating hoc tempus tres tangite. 179 00:10:31,440 --> 00:10:36,230 Et nota quod cordis, et duplum R. solis chordis sunt idem 180 00:10:36,230 --> 00:10:41,000 Habeo igitur sui, et sic arthur et marvin ut Im excudendi eam omnes 181 00:10:41,000 --> 00:10:43,210 duplici enim venient in nervis. 182 00:10:43,210 --> 00:10:45,880 Quod si id vos velle etiam aut duplici filo 183 00:10:45,880 --> 00:10:50,070 litteris vestris, tunc potest alternare uel cordis tui. 184 00:10:50,070 --> 00:10:53,540 >> Sic enim marvin scriptor Secunda vero particula est, hoc est, 185 00:10:53,540 --> 00:10:56,380 iens ad vos show-- Duplex corda iustorum, 186 00:10:56,380 --> 00:10:59,050 et tunc a filo sic hoc alternis. 187 00:10:59,050 --> 00:11:04,040 Alioquin, si vis duplicem string operator in duplici filo 188 00:11:04,040 --> 00:11:07,090 cum es professus, tum Vos iustus utor fugae auctor. 189 00:11:07,090 --> 00:11:10,600 Sic et vos cum feceritis backslash duplici filo. 190 00:11:10,600 --> 00:11:13,330 >> Ac denique, etiam nos logica habent vectors. 191 00:11:13,330 --> 00:11:15,890 Et sic verum est logical-- et FUCUS, et haerent 192 00:11:15,890 --> 00:11:18,880 praebebo omnia capita. 193 00:11:18,880 --> 00:11:22,370 Tum autem ego concatenating et tunc eas assignando ad eos bools. 194 00:11:22,370 --> 00:11:24,590 Ostendendum itaque est iens ut bools et verum, falsum, et vera. 195 00:11:24,590 --> 00:11:28,280 196 00:11:28,280 --> 00:11:31,620 >> Ergo accipe et vectorized iudex. 197 00:11:31,620 --> 00:11:34,870 Itaque in initio, faciam: ego tollo a function-- 198 00:11:34,870 --> 00:11:39,230 hoc dicitur sequence-- ex serie II ad XII. 199 00:11:39,230 --> 00:11:42,490 Abeo ab ordine et II. 200 00:11:42,490 --> 00:11:46,660 Sic suus 'iens ut facere II, IV, VI, VIII, X et XII. 201 00:11:46,660 --> 00:11:50,080 Et tunc Im 'Indexing ut de tertio. 202 00:11:50,080 --> 00:11:55,770 >> Sic aliud est commemoro qui per incipiens a index I R. 203 00:11:55,770 --> 00:12:00,550 Ita est tibi daturus vals III tibi de tertio. 204 00:12:00,550 --> 00:12:04,580 Nam hoc modo distat, a quo incipit linguis nulla. 205 00:12:04,580 --> 00:12:09,780 C C ++ sic enim tu mox quartum membrum. 206 00:12:09,780 --> 00:12:13,280 >> V ad III vals Et est ex. 207 00:12:13,280 --> 00:12:16,030 Ita unum est ut ' quod est vere frigus 208 00:12:16,030 --> 00:12:20,410 potest generare temporaria variabiles inside deinde uti in muscam. 209 00:12:20,410 --> 00:12:21,960 Hic est V ad III. 210 00:12:21,960 --> 00:12:25,070 Nunc igitur placet mihi vector generando III, IV, V et tunc 211 00:12:25,070 --> 00:12:29,700 Im 'adepto indexing ad tertium, quartus, quintus et elementa. 212 00:12:29,700 --> 00:12:32,280 >> Et similiter, licet ut iustus facere hoc abstracte 213 00:12:32,280 --> 00:12:35,280 qualemcumque a vector qui dat vos iudex. 214 00:12:35,280 --> 00:12:40,050 Ergo accipe et tunc vals prima, tertia, sexta et elementa. 215 00:12:40,050 --> 00:12:42,800 Et tunc, si vis ad complementum, 216 00:12:42,800 --> 00:12:45,210 sic et vos iustus facere minus et dein quod youll ' 217 00:12:45,210 --> 00:12:48,600 ista non tradidi vobis omnia prima, tertia, sexta, aut elementum. 218 00:12:48,600 --> 00:12:51,590 Et hoc illis a IV, VIII et X. 219 00:12:51,590 --> 00:12:54,380 >> Et si uis Magis etiam proficiebat, 220 00:12:54,380 --> 00:12:57,610 vos can concatenare Boolean vectors. 221 00:12:57,610 --> 00:13:05,210 Et hoc indice daturus est tibi hoc Boolean vector longitudinis VI. 222 00:13:05,210 --> 00:13:07,280 Ita verus rep comma III. 223 00:13:07,280 --> 00:13:09,680 Haec tria tempora repetemus vera. 224 00:13:09,680 --> 00:13:12,900 Sic hoc fuerit dabo vobis VERUM vector Etiam VERUM. 225 00:13:12,900 --> 00:13:17,470 >> FUCUS rep 4-- hoc est iens ut daret tibi vector falsae FUCUS falsa falsa. 226 00:13:17,470 --> 00:13:21,280 Et tunc vadit c concatenare illa duo simul Booleans. 227 00:13:21,280 --> 00:13:24,090 Sic erant 'iens ut tres Et tunc falsa TRUEs quattuor. 228 00:13:24,090 --> 00:13:28,460 >> Itaque cum indice vals es mox veri, et verum, VERUM. 229 00:13:28,460 --> 00:13:31,420 Ad illud ergo quod sic, Volo enim tria. 230 00:13:31,420 --> 00:13:33,520 Et tunc FUCUS, FUCUS, FUCUS, FALSUM est iens 231 00:13:33,520 --> 00:13:37,140 non est dicere, Nec illa sic suus 'non iens ut converterentur. 232 00:13:37,140 --> 00:13:41,490 >> Suspicor autem hic 'actu typo dicentes quia hic est verus repeat III 233 00:13:41,490 --> 00:13:47,990 FUCUS IV ingemina, et adsunt tibi tantum habent sex elementis, iterum FUCUS, 234 00:13:47,990 --> 00:13:50,470 FUCUS sit repeat III. 235 00:13:50,470 --> 00:13:55,260 R est smart quod satis ut puto qui, si te hic specificare IV, tunc 236 00:13:55,260 --> 00:13:56,630 ut error non est. 237 00:13:56,630 --> 00:13:58,480 Et hoc modo pretium. 238 00:13:58,480 --> 00:14:00,970 Ita iustus negligamus FUCUS quartus. 239 00:14:00,970 --> 00:14:05,310 240 00:14:05,310 --> 00:14:09,270 >> Ergo accipe et vectorized assignationis. 241 00:14:09,270 --> 00:14:15,480 Et hoc modo obfirmatur set.seed-- semen enim pseudorandom numerorum. 242 00:14:15,480 --> 00:14:20,110 Et proposui in semine XLII, id generare si 243 00:14:20,110 --> 00:14:22,950 temere normalis tres bona, et tunc si tibi 244 00:14:22,950 --> 00:14:27,400 set.seed decurrunt in vestri own XLII eumdem pretium ornare, 245 00:14:27,400 --> 00:14:30,990 tunc et vos adepto eadem tria normalibus fortuita. 246 00:14:30,990 --> 00:14:33,411 >> Et hoc est vere bonum, quia reproducibility. 247 00:14:33,411 --> 00:14:35,910 Usitas, cum aliquid vales Huiusmodi analysis scientificae, 248 00:14:35,910 --> 00:14:37,230 volueris ponere semen. 249 00:14:37,230 --> 00:14:41,270 Quod scientists potest alia via iusta referre exigere eodem codice youve 250 00:14:41,270 --> 00:14:44,790 quia illis exigere sumere temere aut fortuito variabiles eadem that-- 251 00:14:44,790 --> 00:14:47,270 sumpta ex ipsius pariter. 252 00:14:47,270 --> 00:14:49,870 253 00:14:49,870 --> 00:14:53,910 >> Et sic in assignatione vectorized hic ostendit vals I ad II. 254 00:14:53,910 --> 00:14:59,290 Duo prima ita illum et tunc ex vals attribuit eas 0. 255 00:14:59,290 --> 00:15:03,940 Et, sicut facere potueris Simile est cum Booleans. 256 00:15:03,940 --> 00:15:09,340 >> Ergo non est aequalis ad vals 0-- hanc voluntatem FALSUS dabo vobis vector, FUCUS, FIDELIS 257 00:15:09,340 --> 00:15:10,350 in hoc casu. 258 00:15:10,350 --> 00:15:13,770 Et tunc suus 'iens dicere aliquid indices eorum verum esset, 259 00:15:13,770 --> 00:15:15,270 tunc suus 'iens ut V assignare. 260 00:15:15,270 --> 00:15:18,790 Ita fit tertius V assignat hic nunc. 261 00:15:18,790 --> 00:15:22,300 >> Et hoc est vere nice comparatur ad low-level linguarum, 262 00:15:22,300 --> 00:15:25,560 ubi ad ea ansas ut faciam ex hoc omnes effercio vectorized 263 00:15:25,560 --> 00:15:30,281 iustus quoniam suus 'valde intuitive unam, quod suus liner. 264 00:15:30,281 --> 00:15:32,030 Et quid magnum vectorized notatio 265 00:15:32,030 --> 00:15:37,020 in R, quod isti sunt modi Fere ut quantum in- 266 00:15:37,020 --> 00:15:42,490 facere sermonem, ut in humili gradu a, pro loop facit opposita in R 267 00:15:42,490 --> 00:15:46,317 et tunc ad eam facere motum nodorum se. 268 00:15:46,317 --> 00:15:48,900 Et erit tardior quam id facere, quod Et ad huiusmodi res vectorized 269 00:15:48,900 --> 00:15:55,950 ubi pari potest, ubi suus 'faciendo eam in basically threading. 270 00:15:55,950 --> 00:15:58,650 >> Et hic est vectorized operationes. 271 00:15:58,650 --> 00:16:04,920 III I ad valorem Ego sum faciens, qui nunc eas ad vec1, III ad V, vec2, 272 00:16:04,920 --> 00:16:05,950 addendo eos simul. 273 00:16:05,950 --> 00:16:11,490 Addit eos sic sapiens-component III I suus plus, plus II IV, et sic porro. 274 00:16:11,490 --> 00:16:13,330 >> vec1 vec2 temporibus. 275 00:16:13,330 --> 00:16:16,110 Haec autem duo, multiplicat values ​​component sapiens. 276 00:16:16,110 --> 00:16:21,830 Sic suus 'vicis III I, II temporibus IV et V III temporibus. 277 00:16:21,830 --> 00:16:28,250 >> Et similiter etiam potest comparisons-- logicas rationes. 278 00:16:28,250 --> 00:16:33,640 Falsum est ergo hoc, vera falsis quia tunc non amplius III I, 279 00:16:33,640 --> 00:16:35,920 IV, non est maius II. 280 00:16:35,920 --> 00:16:41,160 Hoc, opinor, et alius typo, III V maior non est certus. 281 00:16:41,160 --> 00:16:41,660 Yeah. 282 00:16:41,660 --> 00:16:45,770 Igitur omnes vos can iustus facere simplicibus operationes 283 00:16:45,770 --> 00:16:48,350 quia sui hereditarii, a se genera. 284 00:16:48,350 --> 00:16:51,110 285 00:16:51,110 --> 00:16:52,580 >> Prorsus ut vector. 286 00:16:52,580 --> 00:16:56,530 Id genus fundamentalia R quia objectum datum a vector, 287 00:16:56,530 --> 00:16:59,170 progredientibus rebus tibi construere. 288 00:16:59,170 --> 00:17:00,560 >> Sic hic 'a matrice. 289 00:17:00,560 --> 00:17:05,030 Hic est essentialiter in abstractione quid est materia. 290 00:17:05,030 --> 00:17:10,099 Ac per hoc, quod suus 'tres vector, ubi quisque sit columnae 291 00:17:10,099 --> 00:17:12,710 vel vos potest eam quis intueri ordine ad quemlibet. 292 00:17:12,710 --> 00:17:18,250 >> Et idcirco ab I ad matricem thesaurizantes III et IX utpote Im ordines. 293 00:17:18,250 --> 00:17:23,364 I ad I IX vector et dabo vobis, II, III, IV, V, VI et IX usque. 294 00:17:23,364 --> 00:17:29,250 >> Illud etiam, quod in animo Stores valores R in major-column format. 295 00:17:29,250 --> 00:17:34,160 Et hoc est, ita et vos cum videritis I ad IX, suus 'iens congregem vicem 296 00:17:34,160 --> 00:17:36,370 futurum est I, II, In III de prima columna, 297 00:17:36,370 --> 00:17:38,510 et deinde facturum IV, V, VI in secunda columna, 298 00:17:38,510 --> 00:17:41,440 et VII, VIII, IX in tertia columna. 299 00:17:41,440 --> 00:17:45,570 >> Et sunt nonnulli, vos can utor functiones communis. 300 00:17:45,570 --> 00:17:49,650 Obscurentur oculi mat, quod dabo tibi dimensiones matrice. 301 00:17:49,650 --> 00:17:52,620 Suus 'iens ad vos revertatur A vector est ratio. 302 00:17:52,620 --> 00:17:55,580 Sic in hoc casu, quia III a nostris vulvam generis masculini, III, 303 00:17:55,580 --> 00:18:01,900 : Quia dabo vobis secundum numerum III vector ut 'III. 304 00:18:01,900 --> 00:18:05,270 >> Et hic est iustus ostendo matrix multiplicatio. 305 00:18:05,270 --> 00:18:11,970 Ut solet, si modo facere sic asterisk-- mat asterisk mat-- 306 00:18:11,970 --> 00:18:15,380 Hoc est iens futurus sapiens operationem-component 307 00:18:15,380 --> 00:18:17,300 aut quid suus 'vocatur, fit Hadamard. 308 00:18:17,300 --> 00:18:21,310 Ita quisque deferretur element-component sapiens. 309 00:18:21,310 --> 00:18:23,610 Tamen, si vis, matrix multiplication-- 310 00:18:23,610 --> 00:18:29,380 sic multiplicari in primo versu times secundo primum matrix column 311 00:18:29,380 --> 00:18:34,510 et sic utaris on-- sentio hoc opus. 312 00:18:34,510 --> 00:18:38,110 >> Et T lectum est iustus transponunt pro operatione. 313 00:18:38,110 --> 00:18:42,590 Ita Im dicens, tolle in transponunt vulvam, multiplica per matricem 314 00:18:42,590 --> 00:18:43,090 ipsum. 315 00:18:43,090 --> 00:18:45,006 Et tunc suus 'iens Revertar ad te hoc aliud III 316 00:18:45,006 --> 00:18:50,700 ostendens per III matrix uelles productum. 317 00:18:50,700 --> 00:18:53,750 >> Et sic, quod erat matrice. 318 00:18:53,750 --> 00:18:56,020 Hinc est quod vocetur data artus. 319 00:18:56,020 --> 00:19:00,780 A data frame, potest cogitare, quod matrice, sed quisque agmini ipsum 320 00:19:00,780 --> 00:19:02,990 futurum esse alterius rationis. 321 00:19:02,990 --> 00:19:07,320 >> Quid ergo de notitia frigus est quoque tabulis quæ in ipsa notitia analysis, 322 00:19:07,320 --> 00:19:11,260 omnia haec facis et heterogenea data his omnibus vere 323 00:19:11,260 --> 00:19:15,640 quibus quodlibet nuntius columnarum diversorum generum esse possunt. 324 00:19:15,640 --> 00:19:21,460 Hic dico creare frame data, de I ad III ints facere, 325 00:19:21,460 --> 00:19:24,750 tum etiam qualis vector. 326 00:19:24,750 --> 00:19:28,470 Et potest per index Utrumque autem horum columnas 327 00:19:28,470 --> 00:19:30,930 Nihil deinde valores sunt. 328 00:19:30,930 --> 00:19:34,370 Et potest etiam aliqua operationes in tabulis data. 329 00:19:34,370 --> 00:19:38,040 Et plerumque cum tibi faciens analysis data, vel aliquid 330 00:19:38,040 --> 00:19:42,042 de preprocessing, vobis erit haec notitia structurae operando 331 00:19:42,042 --> 00:19:44,250 ubi Quaelibet columna est iens esse alterius rationis. 332 00:19:44,250 --> 00:19:47,880 333 00:19:47,880 --> 00:19:52,970 >> Postremo ita quoque attingam R. essentiales obiectorum, in quatuor List 334 00:19:52,970 --> 00:19:55,820 et aliquo modo quibus alia vis. 335 00:19:55,820 --> 00:20:00,130 Inde congregabo ea in unum ut facile obvius variabilis. 336 00:20:00,130 --> 00:20:02,370 >> Sed hie elenchus abeo. 337 00:20:02,370 --> 00:20:04,460 Dicens effercio Im aequales III. 338 00:20:04,460 --> 00:20:08,060 Et ego una pars album, et hoc est materia, 339 00:20:08,060 --> 00:20:10,570 itaque freni valor III. 340 00:20:10,570 --> 00:20:13,140 >> EGO can quoque partum a matrice. 341 00:20:13,140 --> 00:20:17,970 I ordine ad finem, et ideo haec IV II aequales, ita II II a matrice. 342 00:20:17,970 --> 00:20:20,270 Item in album et dicitur Matth. 343 00:20:20,270 --> 00:20:24,690 moreStuff, character chorda, album quidem et alia quaedam. 344 00:20:24,690 --> 00:20:27,710 >> V Sic ut 'hoc est album et faciet. 345 00:20:27,710 --> 00:20:30,990 Et sic valet V habet testimonium character nervo 346 00:20:30,990 --> 00:20:32,710 Hæ intus et album. 347 00:20:32,710 --> 00:20:35,965 Ita et vos potest habere illa quae ubi recursive 348 00:20:35,965 --> 00:20:38,230 vos have a alieno intra type type. 349 00:20:38,230 --> 00:20:41,420 Et similiter potest esse matrice intra vulvam et reliqua. 350 00:20:41,420 --> 00:20:44,264 Quod autem non est a album colligendis et aggregating 351 00:20:44,264 --> 00:20:45,430 haec omnia et alia obiecta. 352 00:20:45,430 --> 00:20:50,210 353 00:20:50,210 --> 00:20:57,150 >> Denique si hic tantum auxilium hoc modo celerrime transierunt. 354 00:20:57,150 --> 00:21:01,350 Et quisquam non es confusus de aliqua functio, 355 00:21:01,350 --> 00:21:03,510 qui auxilio officium potes. 356 00:21:03,510 --> 00:21:07,120 Sic potest auxilium facere matrix vel signum interrogationis matrice. 357 00:21:07,120 --> 00:21:11,430 Et adiuva sunt interrogationis Sicut enim negatio idem 358 00:21:11,430 --> 00:21:13,040 ita haerent aliases. 359 00:21:13,040 --> 00:21:16,820 >> qui sit functio lm sicut exemplar est linearibus. 360 00:21:16,820 --> 00:21:20,340 Si modo quod nesciant operibus auxilium facere possis lm 361 00:21:20,340 --> 00:21:24,610 et quod tibi do, aliqua ut quaedam documenta 362 00:21:24,610 --> 00:21:27,960 respicit genus quasi homo page in Unix, ubi 363 00:21:27,960 --> 00:21:34,210 habes brevis descriptio sic, etiam quae sunt rationes, 364 00:21:34,210 --> 00:21:38,850 quod requirit, quam magna et iusta uti, et alia exempla prodiderit. 365 00:21:38,850 --> 00:21:41,680 366 00:21:41,680 --> 00:21:52,890 >> Et ostende faciem tuam a me R. aliquo demo utendi OK. 367 00:21:52,890 --> 00:21:55,470 Et abii, super ipsum data iustus cito 368 00:21:55,470 --> 00:21:59,440 et quaedam de structuris op-- de operationibus. 369 00:21:59,440 --> 00:22:02,960 Hic est aliquas functiones. 370 00:22:02,960 --> 00:22:06,750 >> Sic hic Im 'iustus iens definire munus. 371 00:22:06,750 --> 00:22:09,970 Ita Im 'etiam usura assignationem operator est, 372 00:22:09,970 --> 00:22:12,610 et tunc Im dicens, annuntiate illud quod est in officium. 373 00:22:12,610 --> 00:22:14,140 Et x valorem. 374 00:22:14,140 --> 00:22:18,210 Hoc est igitur vis aliquo Im 'iens ad ipsius. 375 00:22:18,210 --> 00:22:20,840 Itaque hic est idem munus. 376 00:22:20,840 --> 00:22:23,670 >> Et quod hoc frigus comparatur ad aliis linguis 377 00:22:23,670 --> 00:22:26,330 et alia low-level quod sit linguae x 378 00:22:26,330 --> 00:22:29,350 potest esse alicuius genus ipsum et id genus redeo. 379 00:22:29,350 --> 00:22:35,251 Et sic vos can imagine-- cito me iustus run is. 380 00:22:35,251 --> 00:22:35,750 Paenitet. 381 00:22:35,750 --> 00:22:40,300 >> Ita etiam praeter unum hoc est, quod Im 'usura editor 382 00:22:40,300 --> 00:22:41,380 rstudio dicitur. 383 00:22:41,380 --> 00:22:44,389 Et hoc est quod suus 'dicitur IDE. 384 00:22:44,389 --> 00:22:46,180 Et ut 'unum, vere nice circa hoc 385 00:22:46,180 --> 00:22:51,500 multum est quod incorporat quae vis ab ipsa in R 386 00:22:51,500 --> 00:22:53,180 iustus valde intuitive. 387 00:22:53,180 --> 00:22:55,550 >> Hic est interpres consolatorium. 388 00:22:55,550 --> 00:23:02,160 Et similiter ex hoc quod potueris R. rudis console iustus faciendo capitali 389 00:23:02,160 --> 00:23:05,630 Et hoc est exigo quod et console. 390 00:23:05,630 --> 00:23:12,210 Ut et id faciant officium x, x, x. 391 00:23:12,210 --> 00:23:16,130 Et deinde ut then-- erit, rubicundum est. 392 00:23:16,130 --> 00:23:19,200 393 00:23:19,200 --> 00:23:21,740 >> Et manifeste magnum est rstudio quia non est in consolatorium. 394 00:23:21,740 --> 00:23:25,360 Habet etiam in documentis velis currere. 395 00:23:25,360 --> 00:23:28,629 Et sic habet aliquam variabilis ut videre licet in ambitibus. 396 00:23:28,629 --> 00:23:30,420 Et tunc, si vos have ad insidias facere, tunc vos 397 00:23:30,420 --> 00:23:33,730 Vide possum hic, contra vt omnia his diversis fenestras 398 00:23:33,730 --> 00:23:35,940 per se. 399 00:23:35,940 --> 00:23:40,530 >> Vim non utuntur per se in actu, sed rstudio sentio amo is iustus excellent 400 00:23:40,530 --> 00:23:44,640 questus a bonum idea R. utendi Vestibulum 401 00:23:44,640 --> 00:23:47,040 cum es trying ut discere novum aliquod negotium, 402 00:23:47,040 --> 00:23:49,590 non vis ad tractandum nimium multa simul. 403 00:23:49,590 --> 00:23:53,120 R Et est iustus a very-- rstudio R optima disciplina 404 00:23:53,120 --> 00:23:56,760 vacuus having ut tracto omnia haec. 405 00:23:56,760 --> 00:23:58,600 >> Ita Im 'hic cursus id salve. 406 00:23:58,600 --> 00:24:00,090 Salve Hic redit. 407 00:24:00,090 --> 00:24:01,740 id CXXIII. 408 00:24:01,740 --> 00:24:04,610 Hic vector integri. 409 00:24:04,610 --> 00:24:08,620 Et similiter, quia non potes; Quasi quidquam valet, 410 00:24:08,620 --> 00:24:16,060 te potest facere id reversus de x V, et sic redit MCCXXXIV. 411 00:24:16,060 --> 00:24:22,210 >> Et mihi indicabo tibi Quae quidem est integer. 412 00:24:22,210 --> 00:24:28,800 Et similiter, si id facere id x, suus 'iens ut integer. 413 00:24:28,800 --> 00:24:34,170 Ac tum quidem, vos can quoque Sic est comparari. 414 00:24:34,170 --> 00:24:38,350 Ita Im 'reprehendo si ad id x pares x, et animadverte 415 00:24:38,350 --> 00:24:39,760 qui dat vos duos TRUEs. 416 00:24:39,760 --> 00:24:44,280 Et hoc non sunt, dicentes: idem duo obiecta, 417 00:24:44,280 --> 00:24:46,845 sed usque singuli illi de contemptu omnium vanitatum mundi infra idem, vectors. 418 00:24:46,845 --> 00:24:50,000 419 00:24:50,000 --> 00:24:52,090 >> Hic est bounded.compare. 420 00:24:52,090 --> 00:24:58,470 Et hoc est leviter magis complicated et si aliud quod habet in habitu 421 00:24:58,470 --> 00:25:00,960 Partes eius sunt duae, et tunc argumentorum ad tempus. 422 00:25:00,960 --> 00:25:02,640 X et cuiusvis generis. 423 00:25:02,640 --> 00:25:06,280 Et hoc dico, Secundum argumentum est a. 424 00:25:06,280 --> 00:25:08,380 Quid hoc aliud est. 425 00:25:08,380 --> 00:25:12,490 Per defaltam, suus 'iens accipere V, si quid non dat speciem. 426 00:25:12,490 --> 00:25:16,730 >> Hic ego tibi dico si maior est x. 427 00:25:16,730 --> 00:25:19,220 Et si non det speciem, tamen dicit, si maior est x V, 428 00:25:19,220 --> 00:25:20,470 Ego igitur ipso facto. 429 00:25:20,470 --> 00:25:23,230 alius, Ego return. 430 00:25:23,230 --> 00:25:24,870 Sic ego grassor definimus. 431 00:25:24,870 --> 00:25:30,600 432 00:25:30,600 --> 00:25:34,550 >> Et nunc Im 'iens run bounded.compare III. 433 00:25:34,550 --> 00:25:39,150 Et ideo dicit, quod minus III est maior quam V than-- III. 434 00:25:39,150 --> 00:25:41,830 Imo non tam falsam. 435 00:25:41,830 --> 00:25:46,550 >> Et bounded.compare III et Im 'iens conferre ipsa per pares II. 436 00:25:46,550 --> 00:25:50,700 Nunc dico quod sic, nunc vis esse aliquid. 437 00:25:50,700 --> 00:25:52,750 Ego sum iam dicere debes II. 438 00:25:52,750 --> 00:25:56,640 >> Hoc modo aut aliquod aut a notatione dico pares II. 439 00:25:56,640 --> 00:25:58,720 Hoc est a magis readable ut cum in te 440 00:25:58,720 --> 00:26:01,450 intuentes his realiter complicated quod functiones 441 00:26:01,450 --> 00:26:08,110 et hanc accipere multiple arguments-- iustus potest esse dozens oftentimes-- dicens 442 00:26:08,110 --> 00:26:11,140 est a magis readable enim pares II ut postea futura tibi 443 00:26:11,140 --> 00:26:13,020 es et scies quae facias. 444 00:26:13,020 --> 00:26:17,120 >> Sic in hoc casu, Im ' III maius est II sermo. 445 00:26:17,120 --> 00:26:18,270 Etiam est. 446 00:26:18,270 --> 00:26:22,350 Et similiter potest auferre et hoc dicunt, quam II III 447 00:26:22,350 --> 00:26:23,440 ubi pares II. 448 00:26:23,440 --> 00:26:26,230 Quod ut 'VERAX est. 449 00:26:26,230 --> 00:26:26,730 Etiam? 450 00:26:26,730 --> 00:26:29,670 >> AUDITORES: tu es ventum est linea, a linea? 451 00:26:29,670 --> 00:26:30,670 >> DUSTIN TRAN: Ita sum. 452 00:26:30,670 --> 00:26:33,900 Et hinc est quod facio Hoc in textu document-- 453 00:26:33,900 --> 00:26:39,825 et quid magnum est, quod de rstudio EGO can iustus run a short-- a brevis key. 454 00:26:39,825 --> 00:26:41,820 Sic et ego tamquam Imperium Penetro. 455 00:26:41,820 --> 00:26:44,850 >> Deinde ego adsumam filios in text linea document 456 00:26:44,850 --> 00:26:46,710 et intulistis in consolatorium. 457 00:26:46,710 --> 00:26:50,800 Lorem dicam bounded.compare et ego tamquam X-Imperium. 458 00:26:50,800 --> 00:26:52,540 Hoc quoque modo possim currunt. 459 00:26:52,540 --> 00:26:54,920 Et tunc, quod voluptas assumenda est deinde hic versus. 460 00:26:54,920 --> 00:26:57,900 Et similiter potest hic currunt. 461 00:26:57,900 --> 00:27:04,630 Et tunc tantummodo definientes sicut in lineis consolantur. 462 00:27:04,630 --> 00:27:10,690 >> Notandum est etiam quod si crispus adstringit sunt ibi sicut in C syntax. 463 00:27:10,690 --> 00:27:13,910 si condicionis, etiam si i ~ Uti parentheses et 464 00:27:13,910 --> 00:27:15,350 vos can utor alio. 465 00:27:15,350 --> 00:27:17,496 Aliud est, si aliud. 466 00:27:17,496 --> 00:27:21,440 Et hoc fore x pares pares a, enim. 467 00:27:21,440 --> 00:27:24,190 468 00:27:24,190 --> 00:27:26,350 Et tunc Im 'iens ad revertetur huc aliquid. 469 00:27:26,350 --> 00:27:29,490 >> Attendendum est autem quod duae sunt diversae quae hic agitur. 470 00:27:29,490 --> 00:27:34,360 Unus est, quod Im 'hic specificantis VERUM revertar valorem. 471 00:27:34,360 --> 00:27:35,950 Dicens: Ecce ego sum, x. 472 00:27:35,950 --> 00:27:39,970 Ita R voluntas solet per default est accipere ultimum arguments-- 473 00:27:39,970 --> 00:27:43,510 aut accipere extrema Codicis et hoc erit quod redditur. 474 00:27:43,510 --> 00:27:46,920 Sic hic, hoc est rem facere ut reditus x. 475 00:27:46,920 --> 00:27:49,450 476 00:27:49,450 --> 00:27:50,540 >> Et ut ostendam in te. 477 00:27:50,540 --> 00:27:54,000 478 00:27:54,000 --> 00:27:57,052 Et erit opus iustus amo ut. 479 00:27:57,052 --> 00:27:58,260 Itaque in hac adhuc. 480 00:27:58,260 --> 00:28:00,630 >> Et si est aliud. 481 00:28:00,630 --> 00:28:04,060 Et vere possum redire nihil est quod ego youd 'amo. 482 00:28:04,060 --> 00:28:06,680 Ita etiam non ad reditum Booleans omne tempus fuerim, 483 00:28:06,680 --> 00:28:08,410 Aliud possum redire. 484 00:28:08,410 --> 00:28:10,670 Non possum ferre, redit. 485 00:28:10,670 --> 00:28:12,989 >> Et si pares pares x, a, rediturus eam faciet. 486 00:28:12,989 --> 00:28:14,530 Alioquin vera rediturus. 487 00:28:14,530 --> 00:28:19,310 Non possum facere a quoque vector aut aliquid realiter. 488 00:28:19,310 --> 00:28:22,210 >> Et plerumque in statically typed linguarum, 489 00:28:22,210 --> 00:28:23,840 genus fuisses hic recensere. 490 00:28:23,840 --> 00:28:25,750 Et nota quod sicut non potest aliquid esse. 491 00:28:25,750 --> 00:28:32,400 R. Et hoc satis intelligens et hoc erit opus iustus teres. 492 00:28:32,400 --> 00:28:33,620 >> Sic ego hoc proficientium. 493 00:28:33,620 --> 00:28:39,460 494 00:28:39,460 --> 00:28:41,230 Unexpected-- oh paenitet. 495 00:28:41,230 --> 00:28:44,336 Debet esse crispus ue hic. 496 00:28:44,336 --> 00:28:44,836 OK. 497 00:28:44,836 --> 00:28:45,336 Cool. 498 00:28:45,336 --> 00:28:52,580 499 00:28:52,580 --> 00:28:54,530 Omni jure. 500 00:28:54,530 --> 00:28:58,250 Ergo nunc et equalis III III comparare. 501 00:28:58,250 --> 00:29:01,860 Ergo videtur quod return-- yeah-- valeat sustinere. 502 00:29:01,860 --> 00:29:06,740 >> Hoc est ergo generaliore quid de ceteris quoque elementis structurae. 503 00:29:06,740 --> 00:29:09,110 Habes igitur haec functio. 504 00:29:09,110 --> 00:29:15,360 Hoc qualecumque est opus aut aliquid simile III numerica valorem, 505 00:29:15,360 --> 00:29:17,500 in aliis verbis, duplicia. 506 00:29:17,500 --> 00:29:19,330 >> Deinde illud tamquam vector. 507 00:29:19,330 --> 00:29:27,750 Et quid si ita sum do-- iens ut assignari ad val, dicite, IV ad VI. 508 00:29:27,750 --> 00:29:31,640 Si reversus fuero, hoc vector est ex IV, V, VI. 509 00:29:31,640 --> 00:29:34,935 >> Sinite, videamus quid accidit si autem facio bounded.compare val. 510 00:29:34,935 --> 00:29:37,680 511 00:29:37,680 --> 00:29:42,450 Et hoc est iens ut daret tibi MCCLI XV. 512 00:29:42,450 --> 00:29:46,440 In aliis verbis, dicenti at si haec condicio 513 00:29:46,440 --> 00:29:50,040 hoc est quod dicitur minus est, x quam aut aliquid. 514 00:29:50,040 --> 00:29:51,880 Et hoc est leviter quia nunc turbatio 515 00:29:51,880 --> 00:29:53,379 modo nescio quid agatur. 516 00:29:53,379 --> 00:29:58,690 Sic EGO coniecto unum uere bonum circa iustus trying ut debug 517 00:29:58,690 --> 00:30:04,600 quia non potest modo facere maius val et vide quid ibi nisi. 518 00:30:04,600 --> 00:30:09,720 >> A defectu est V sic ergo val-- lets 'iustus Val plus quam V. 519 00:30:09,720 --> 00:30:14,280 Et haec vera vector False. 520 00:30:14,280 --> 00:30:17,206 Nunc autem quaeritis hoc est dicere: Quia si, 521 00:30:17,206 --> 00:30:20,080 et tunc suus 'iens ut daret tibi vector est a falsis vera falsis. 522 00:30:20,080 --> 00:30:23,450 >> Cum ergo hæc in R, R nullam vales. 523 00:30:23,450 --> 00:30:26,650 Quia non expectat unum pretium quod Boolean et nunc 524 00:30:26,650 --> 00:30:29,420 vestri 'dandi eam a vector Booleans. 525 00:30:29,420 --> 00:30:31,970 Et sic ex defectu, R iustum est heck dicturus, 526 00:30:31,970 --> 00:30:35,440 Ego ad te supponas hic primum futurum. 527 00:30:35,440 --> 00:30:38,320 Et ego inquam ego ad id quod est falsum. 528 00:30:38,320 --> 00:30:40,890 Sic suus 'iens dicere sed hoc non est. 529 00:30:40,890 --> 00:30:45,246 >> Similiter, quod suus 'iens val pares pares esse a. 530 00:30:45,246 --> 00:30:47,244 Nequaquam, paenitet V. 531 00:30:47,244 --> 00:30:48,910 Quod suus 'iens ut etiam falsa est. 532 00:30:48,910 --> 00:30:52,410 Sic suus 'iens ut minus, quia non est veritas facta est 533 00:30:52,410 --> 00:30:53,680 hanc unam rediturus. 534 00:30:53,680 --> 00:30:56,420 535 00:30:56,420 --> 00:31:01,360 >> Et hoc est vel bonum vel malum rei secundum quam videre eam. 536 00:31:01,360 --> 00:31:05,104 Quia cum vestri ' partum in operantibus, 537 00:31:05,104 --> 00:31:06,770 actu non quid est. 538 00:31:06,770 --> 00:31:10,210 Quandoque uelles erroris vis forte arguitur. 539 00:31:10,210 --> 00:31:12,160 In hoc, ut non r. 540 00:31:12,160 --> 00:31:14,300 Sic suus 'vere usque ad quae fundatur off de vobis 541 00:31:14,300 --> 00:31:17,310 putatis in lingua ut in hoc casu facere 542 00:31:17,310 --> 00:31:22,920 si quis vos in vector Booleans si quando in statu vales. 543 00:31:22,920 --> 00:31:31,733 >> Unde dico quod Therese si una cum aliis vera laus et es 544 00:31:31,733 --> 00:31:34,190 FUCUS rediturus. 545 00:31:34,190 --> 00:31:39,300 Et unum modum abstrahendi hoc est dicere: Ego 546 00:31:39,300 --> 00:31:41,530 hoc enim non opus est. 547 00:31:41,530 --> 00:31:47,220 Alia res est, possum reversi sunt ad valores. 548 00:31:47,220 --> 00:31:53,240 Si videris, si est maior quam V val facere, 549 00:31:53,240 --> 00:31:56,350 hoc est iens ut reponat VERUM vector False. 550 00:31:56,350 --> 00:31:58,850 >> Maybe hoc est quod te volo enim bounded.compare. 551 00:31:58,850 --> 00:32:02,940 Vis reponat vector Booleans ubi de comparatione utriusque valores 552 00:32:02,940 --> 00:32:04,190 ad se. 553 00:32:04,190 --> 00:32:11,165 Et vos can iustus facere bounded.compare x functio, pares a V. 554 00:32:11,165 --> 00:32:13,322 555 00:32:13,322 --> 00:32:15,363 Et tunc pro faciendi hac conditione, si aliud, 556 00:32:15,363 --> 00:32:21,430 Im 'iustus iens ad est maior quam V x. 557 00:32:21,430 --> 00:32:23,620 Et si hoc verum est, VERUM tamen rediturus. 558 00:32:23,620 --> 00:32:26,830 Et si hoc non illud FUCUS rediturus. 559 00:32:26,830 --> 00:32:30,880 >> Et hoc faciet quis horum institutorum. 560 00:32:30,880 --> 00:32:41,450 So I c I VI, aut IX potest bounded.compare VI deinde pares Ego dicam, 561 00:32:41,450 --> 00:32:42,799 puta. 562 00:32:42,799 --> 00:32:44,840 Et tunc suus 'iens vobis ius Boolean 563 00:32:44,840 --> 00:32:48,240 vector ut vos erant 'cogitans. 564 00:32:48,240 --> 00:32:50,660 >> Miserunt ergo iusti sunt functiones et nunc fiant sicut me 565 00:32:50,660 --> 00:32:54,980 aliquam ostensurus interactive visuals. 566 00:32:54,980 --> 00:32:59,700 Ego puto etiam, Hic modo me grassor-nis 567 00:32:59,700 --> 00:33:01,970 transiliunt hanc Suspicor et unus. 568 00:33:01,970 --> 00:33:05,260 >> Unum autem, ut nemo nos noverit quamvis est quod si vos iustus 569 00:33:05,260 --> 00:33:09,600 Tentare fasciculum aliter data mandata, 570 00:33:09,600 --> 00:33:13,320 est fasciculum diversis datasets qui iam sunt in preloaded R. 571 00:33:13,320 --> 00:33:15,770 Et unus ex illis non est, dataset iris vocatur. 572 00:33:15,770 --> 00:33:18,910 Hoc est unum ex maxime NOBILIS quae in machina doctrina. 573 00:33:18,910 --> 00:33:23,350 Tu modo facere solent aliqua test casibus si vestri codice currit. 574 00:33:23,350 --> 00:33:27,520 Sic lets 'iustus reprehendo quod iris est. 575 00:33:27,520 --> 00:33:33,130 >> Et hoc est futurum ut esset data artus. 576 00:33:33,130 --> 00:33:36,000 Id genus quia diu EGO iustus procer sicco iris. 577 00:33:36,000 --> 00:33:38,810 Suus 'excudendi, ex totius rei. 578 00:33:38,810 --> 00:33:42,830 Et habet haec aliis nominibus. 579 00:33:42,830 --> 00:33:45,505 Et iris est collectio diversorum florum. 580 00:33:45,505 --> 00:33:48,830 In hoc, quod narrat tibi speciem, 581 00:33:48,830 --> 00:33:54,760 et haec omnia inversa coniungenda diversa Longitudines sepalorum et petal. 582 00:33:54,760 --> 00:33:58,880 >> Et ideo regulariter, si vos volo ut procer iridis, 583 00:33:58,880 --> 00:34:03,680 Nam te nolo habere quia quod potest super omnia facere 584 00:34:03,680 --> 00:34:05,190 totius consolantur. 585 00:34:05,190 --> 00:34:09,280 Ita, quod unum uere nice quod est caput officium. 586 00:34:09,280 --> 00:34:12,929 Sic si vos iustus facere caput iris, quod signum dabo vobis 587 00:34:12,929 --> 00:34:17,389 primi ordines vel sex opinor. 588 00:34:17,389 --> 00:34:19,909 Et tunc cum bene vobis iustus potest specificare here. 589 00:34:19,909 --> 00:34:22,914 Et hoc dabit 20-- vobis primum XX ordines. 590 00:34:22,914 --> 00:34:24,830 Et actualiter erat genus mirari primo quod ex hoc 591 00:34:24,830 --> 00:34:28,770 sex ante dedit mihi, ut vadam et coercere aut iris-- caput, me paenitet. 592 00:34:28,770 --> 00:34:31,699 593 00:34:31,699 --> 00:34:34,960 Et dabo illud vobis omnibus documentis, 594 00:34:34,960 --> 00:34:37,960 quae valorem caput facit. 595 00:34:37,960 --> 00:34:40,839 Et ideo redit ad primum sive denique aliquid. 596 00:34:40,839 --> 00:34:42,630 Et tunc Im 'iens ad respice ad defaltam. 597 00:34:42,630 --> 00:34:47,340 Et tunc dicitur de defalta, capitis modo pares x et 6L n. 598 00:34:47,340 --> 00:34:50,620 Et primo hoc redeat sex. 599 00:34:50,620 --> 00:34:55,050 Similiter si videris hic, non definias, n pares VI. 600 00:34:55,050 --> 00:34:56,840 Per defaltam sex utitur, opinor. 601 00:34:56,840 --> 00:35:00,130 Et tunc, si volo dare quoddam pretium, ut videre possim. 602 00:35:00,130 --> 00:35:02,970 603 00:35:02,970 --> 00:35:10,592 >> Ut ac simplex aliquod praeceptum unum hoc bene hic aliam just--, 604 00:35:10,592 --> 00:35:12,550 Et hoc est actu can-- paulo magis complexu, 605 00:35:12,550 --> 00:35:17,130 sed hoc facite classis utriusque agminis dataset iris. 606 00:35:17,130 --> 00:35:20,910 Et ostendam vobis quid singula haec columnae sunt secundum varietates. 607 00:35:20,910 --> 00:35:23,665 Et longitudo eius tanta est sepalorum numero, width sepalorum est autem secundum numerum. 608 00:35:23,665 --> 00:35:26,540 Haec omnia bona sunt secundum numerum est quia scit elit 609 00:35:26,540 --> 00:35:29,440 haec formare omnes qui ingrediuntur ad numerum. 610 00:35:29,440 --> 00:35:34,310 >> Species autem column futurum est factor. 611 00:35:34,310 --> 00:35:37,270 Ita plerumque putes simile est character nervo. 612 00:35:37,270 --> 00:35:48,830 Si autem vos iustus facere irisSpecies, V faciat caput et ego, 613 00:35:48,830 --> 00:35:51,820 et hoc est iens ut procer ex primis quinque valores. 614 00:35:51,820 --> 00:35:54,150 >> Et tunc animadverto hanc campester. 615 00:35:54,150 --> 00:35:58,870 R Et hoc modo est haec dicentem: habens ex categoricis variabilium. 616 00:35:58,870 --> 00:36:03,765 Sic instead of iustus habens character chorda, 617 00:36:03,765 --> 00:36:06,740 quod habet speciem campester de his, quae sunt. 618 00:36:06,740 --> 00:36:12,450 >> Eamus I irisSpecies dicere. 619 00:36:12,450 --> 00:36:17,690 Quid me vis est Species haec subsetting ad column. 620 00:36:17,690 --> 00:36:21,480 Sic se res habet, in Species autem et column 621 00:36:21,480 --> 00:36:23,820 it indices ut primum elementum. 622 00:36:23,820 --> 00:36:27,140 Ita haec aliquam tibi setosa. 623 00:36:27,140 --> 00:36:28,710 Et quoque dat vos hic gradus. 624 00:36:28,710 --> 00:36:32,812 >> Ita et vos can quoque comparantur hoc enim pertinet ad rationem setosa 625 00:36:32,812 --> 00:36:34,645 et hoc non est verum esse, quia unus 626 00:36:34,645 --> 00:36:37,940 est alterius generis quam alteri. 627 00:36:37,940 --> 00:36:40,590 Vel fatendum est, quia R est, quam quod intelligentius. 628 00:36:40,590 --> 00:36:45,420 Et hoc videtur et Dicit haec fortasse vis. 629 00:36:45,420 --> 00:36:51,860 Sic suus 'iens dicere mores hoc idem est chorda setosa. 630 00:36:51,860 --> 00:37:01,290 Et similiter, licet his quoque similis capto iustum in. 631 00:37:01,290 --> 00:37:05,580 >> Quoddam igitur iustum velox mandata de dataset. 632 00:37:05,580 --> 00:37:08,030 Lorem aliqua notitia explorationem. 633 00:37:08,030 --> 00:37:11,360 Et hoc est, paulo amplius quae eadem est notitia analysis. 634 00:37:11,360 --> 00:37:18,340 Et hoc est ab aliqua bootcamp R in pro in Berkeley. 635 00:37:18,340 --> 00:37:20,790 >> Ita aliena library. 636 00:37:20,790 --> 00:37:24,880 Et ego in oneratis bibliotheca ut 'dicitur alienum. 637 00:37:24,880 --> 00:37:32,460 Et hoc est ad me read.dta sic in infinitum, habeo dataset. 638 00:37:32,460 --> 00:37:39,000 Hoc est repono in current opus meum solare presul. 639 00:37:39,000 --> 00:37:42,190 Sic lets 'iustus apparebit quid illi presul est in operando. 640 00:37:42,190 --> 00:37:44,620 >> Sed hoc mihi videtur operationem presul. 641 00:37:44,620 --> 00:37:50,040 Et data legere dot, hoc rei, quia hoc file 642 00:37:50,040 --> 00:37:54,650 data sit in folder hoc current directorium operationem. 643 00:37:54,650 --> 00:38:00,520 Et hoc est non read.dta defaltam imperium. 644 00:38:00,520 --> 00:38:02,760 EGO coniecto EGO iam in imposuit. 645 00:38:02,760 --> 00:38:04,750 Ego in hoc prius assumpta IEI onustus. 646 00:38:04,750 --> 00:38:08,115 >> Sed hoc non est ita read.dta ut esset default imperium. 647 00:38:08,115 --> 00:38:11,550 Et ob hanc causam 'iens onero in hac bibliotheca package-- 648 00:38:11,550 --> 00:38:14,500 Hoc ipsum dicitur alienum. 649 00:38:14,500 --> 00:38:16,690 Et si vos non habent sarcina, EGO reputo 650 00:38:16,690 --> 00:38:19,180 alienum est constructum-in istis. 651 00:38:19,180 --> 00:38:31,150 Alioquin, vos can quoque facere install.packages 652 00:38:31,150 --> 00:38:33,180 et ponamus quod tellus. 653 00:38:33,180 --> 00:38:36,878 R. Et tibi dabo Uh, non. 654 00:38:36,878 --> 00:38:39,830 655 00:38:39,830 --> 00:38:43,140 Et tunc Im 'iustus iens ut subsisto quia hoc iam pertinebit. 656 00:38:43,140 --> 00:38:46,920 >> Sed quis vere nice circa R quod est ipsum amet 657 00:38:46,920 --> 00:38:48,510 ratio est admodum elegans. 658 00:38:48,510 --> 00:38:52,470 Quia illuc congregabo omnia, nicely vere quia tibi. 659 00:38:52,470 --> 00:38:59,780 Ac per hoc, quod suus 'iens congregem eo, credo, hac bibliotheca hic. 660 00:38:59,780 --> 00:39:02,390 >> Et quisquam vos volo packages install novum, 661 00:39:02,390 --> 00:39:04,980 suus 'iustus ut simplex ut faciens install.packages 662 00:39:04,980 --> 00:39:07,500 R aget et omnes fasciculorum, pro vobis est. 663 00:39:07,500 --> 00:39:12,900 Sic non opus factum est in Python, ubi externum sarcina 664 00:39:12,900 --> 00:39:15,330 gestores, quasi charta Anaconda ubi vestri ' 665 00:39:15,330 --> 00:39:18,310 doing-- te install packages extra Python 666 00:39:18,310 --> 00:39:20,940 et persequentur te velis. 667 00:39:20,940 --> 00:39:22,210 Ut sit amet interdum. 668 00:39:22,210 --> 00:39:25,590 >> Et install.packages requirit internet. 669 00:39:25,590 --> 00:39:31,950 It takes a cultor et repositum est, quod 670 00:39:31,950 --> 00:39:33,960 colligit omnia packages dicitur CRAN. 671 00:39:33,960 --> 00:39:40,690 Et qui dat speciem quasi speculum download ex fasciculis vis. 672 00:39:40,690 --> 00:39:43,420 >> Lorem dataset hac accipio. 673 00:39:43,420 --> 00:39:46,240 Librum in hac functione. 674 00:39:46,240 --> 00:39:49,360 Itaque hoc age. 675 00:39:49,360 --> 00:39:52,900 >> Ita quod suppono vos illi hodierno dataset 676 00:39:52,900 --> 00:39:55,550 et plane non aliam ideam de ea quid est. 677 00:39:55,550 --> 00:39:58,560 Et hoc est actu ascendet saepius in industria 678 00:39:58,560 --> 00:40:00,910 haec ubi vos iustus have tons et tons of nuntius rebus 679 00:40:00,910 --> 00:40:02,890 et haerent incredibiliter unlabeled. 680 00:40:02,890 --> 00:40:06,380 Ita hic sum dataset et nescio 681 00:40:06,380 --> 00:40:08,400 quod ita sit non sum ostendens ad reprehendo is sicco. 682 00:40:08,400 --> 00:40:10,620 >> Ego sum iam ad caput primum. 683 00:40:10,620 --> 00:40:14,190 Et reprehendo in sex primis quid est hoc dataset columnas. 684 00:40:14,190 --> 00:40:21,730 Adeo est haec res pres04 et tot modi columnas. 685 00:40:21,730 --> 00:40:25,612 Quid 'interesting hic, opinor, tu 686 00:40:25,612 --> 00:40:27,945 esset infinitum, quod videtur, sicut quidam ex electione. 687 00:40:27,945 --> 00:40:30,482 688 00:40:30,482 --> 00:40:32,190 Et ex suspicari vultus in lima 689 00:40:32,190 --> 00:40:41,070 Haec collectio quaedam of notitia circa candidatorum aut electorum 690 00:40:41,070 --> 00:40:44,920 qui censerent specifica inierunt aut praesidem candidatos 691 00:40:44,920 --> 00:40:46,550 in MMIV ad electionem. 692 00:40:46,550 --> 00:40:52,920 >> Hic itaque valoribus I, II Uno modo, sic nec reponunt 693 00:40:52,920 --> 00:40:56,540 praesidem candidatos nomina eorum. 694 00:40:56,540 --> 00:40:59,780 Hic videtur haerent iustus integer valorem. 695 00:40:59,780 --> 00:41:04,030 So MMIV, non fuit Bush Kerry versus, vt credo. 696 00:41:04,030 --> 00:41:09,010 Nunc igitur, dicet non novi te aut, si I respondet Bush II 697 00:41:09,010 --> 00:41:11,703 et respondet aut Kerry sic de aliis iudicium 698 00:41:11,703 --> 00:41:15,860 >> Et hoc modo mihi, a iuste vulgaris forsit. 699 00:41:15,860 --> 00:41:18,230 Sic quid hic agis? 700 00:41:18,230 --> 00:41:20,000 Nihil igitur hæc omnia reprehendo. 701 00:41:20,000 --> 00:41:22,790 >> state, ego assumentem ex variantur status. 702 00:41:22,790 --> 00:41:25,100 partyid, accepti. 703 00:41:25,100 --> 00:41:27,710 Intueamur partyid. 704 00:41:27,710 --> 00:41:32,800 Aliud fortasse possum, ita contemplo observatorum 705 00:41:32,800 --> 00:41:36,250 quod habent de Republican partyid aut PLEBICOLA aut aliquid. 706 00:41:36,250 --> 00:41:38,170 Sic lets 'iustus hoc intueri partyid est. 707 00:41:38,170 --> 00:41:41,946 >> Ita Im 'iens ut accipere dat et tunc Im 'iens 708 00:41:41,946 --> 00:41:47,960 ad hoc pupa signum operator, ut nunc in 709 00:41:47,960 --> 00:41:50,770 et hoc est ad qui, aliis autem ad column. 710 00:41:50,770 --> 00:41:57,760 Atque ego hoc ex capite XX, ita ut id quod videtur. 711 00:41:57,760 --> 00:42:00,170 >> Et hoc modo fasciculum nas. 712 00:42:00,170 --> 00:42:02,800 In aliis verbis, tibi absentis notitia super his guys. 713 00:42:02,800 --> 00:42:08,100 Sed et illud attende dat partyid est factor 714 00:42:08,100 --> 00:42:10,030 dat tibi sic diversae. 715 00:42:10,030 --> 00:42:14,170 Ita in aliis verbis, potest accipere partyid PLEBICOLA, Republican, independens, 716 00:42:14,170 --> 00:42:16,640 aut aliquid aliud. 717 00:42:16,640 --> 00:42:23,940 >> Eamus et ante sui de his videantur quae repromittit oh, OK. 718 00:42:23,940 --> 00:42:28,480 Ita Im 'iens ut subset et tunc ad partyid 719 00:42:28,480 --> 00:42:32,780 at quae sunt PLEBICOLA, enim. 720 00:42:32,780 --> 00:42:37,150 Hoc tibi daturus Boolean, String of a ingens TRUEs et falsis. 721 00:42:37,150 --> 00:42:41,630 >> Sit scriptor dicere volo ad haec guys ut subset. 722 00:42:41,630 --> 00:42:47,260 Et hoc est ad meos et dat ad utrumlibet, aliis observationibus 723 00:42:47,260 --> 00:42:48,910 habere partyid pares pares popularem. 724 00:42:48,910 --> 00:42:52,830 725 00:42:52,830 --> 00:42:55,180 Et hoc ideo, quia satis diu aliud est, plures. 726 00:42:55,180 --> 00:42:59,060 Nunc igitur, ego in hoc capite XX. 727 00:42:59,060 --> 00:43:05,690 728 00:43:05,690 --> 00:43:11,270 >> Et vos animadverto, pares est interesting quod in te 729 00:43:11,270 --> 00:43:13,250 already-- vestri 'etiam possidet nas. 730 00:43:13,250 --> 00:43:19,010 Ac per hoc, tamen non possis quia notitia iam habes nas 731 00:43:19,010 --> 00:43:22,650 et vis est, quam videre observatione correspondent Democraticus 732 00:43:22,650 --> 00:43:24,670 et haec non se aestimet deest. 733 00:43:24,670 --> 00:43:27,680 Et quomodo tu impetro rid of his nas? 734 00:43:27,680 --> 00:43:36,410 >> Sic Im 'iustus usura hic key sursum in meus et dicens currendo cursor. 735 00:43:36,410 --> 00:43:39,778 Im 'iustus iens ut hic is.na datpartyid dicere. 736 00:43:39,778 --> 00:43:48,970 737 00:43:48,970 --> 00:43:52,720 Sic et hic, et accipiam duo diversa Boolean vectors 738 00:43:52,720 --> 00:43:57,160 et dices ad eum deferretur Sicut verum et falsum. 739 00:43:57,160 --> 00:43:59,190 Ad hoc igitur pars sapiens. 740 00:43:59,190 --> 00:44:02,910 Ita Im dicens hic take data in artus, subset 741 00:44:02,910 --> 00:44:10,170 respondere ex his illis popularem, et movebo omnes, qui non sunt pontificatus. 742 00:44:10,170 --> 00:44:13,540 >> Sic hoc decet will-- dedimus tibi. 743 00:44:13,540 --> 00:44:16,540 744 00:44:16,540 --> 00:44:17,600 Sit scriptor videre is.na. 745 00:44:17,600 --> 00:44:24,670 746 00:44:24,670 --> 00:44:27,690 Sit scriptor experiri is.na datpartyid. 747 00:44:27,690 --> 00:44:36,290 748 00:44:36,290 --> 00:44:45,290 Et hoc debet dare vobis: mox irasceris in Boolean vector. 749 00:44:45,290 --> 00:44:49,260 Et hoc est tantum, Ego ad marc XX. 750 00:44:49,260 --> 00:44:49,760 OK. 751 00:44:49,760 --> 00:44:51,570 Et hoc opus. 752 00:44:51,570 --> 00:44:54,700 >> Et hoc etiam erit TRUEs. 753 00:44:54,700 --> 00:45:01,830 Ah, sic error hic meus est, et ego I'm-- uti C R ++ et vicissim sic facio 754 00:45:01,830 --> 00:45:03,590 hoc tempus error in omni. 755 00:45:03,590 --> 00:45:05,807 The et operator est unus autem vos volo actu. 756 00:45:05,807 --> 00:45:08,140 Ut non cum duo ampersands, unum solum. 757 00:45:08,140 --> 00:45:14,970 758 00:45:14,970 --> 00:45:17,010 OK. 759 00:45:17,010 --> 00:45:18,140 >> Sic lets 'videre. 760 00:45:18,140 --> 00:45:20,930 761 00:45:20,930 --> 00:45:23,920 Et sic nihil ad subsetted ubi partyid haerent Democraticus 762 00:45:23,920 --> 00:45:25,300 quod iis non desunt bona. 763 00:45:25,300 --> 00:45:27,690 Et nunc Intueamur et illi, quibus decretae. 764 00:45:27,690 --> 00:45:31,530 Et sic videtur quasi maximam I eorum iusserunt. 765 00:45:31,530 --> 00:45:36,090 Sic ego grassor et hoc est dicere Kerry. 766 00:45:36,090 --> 00:45:39,507 >> Et similiter, licet et ire ad Republican 767 00:45:39,507 --> 00:45:41,090 in votis est, hoc tibi do II. 768 00:45:41,090 --> 00:45:49,730 769 00:45:49,730 --> 00:45:51,770 Praesent fasciculum diversis columnas. 770 00:45:51,770 --> 00:45:53,070 Etenim illud II. 771 00:45:53,070 --> 00:45:55,750 Et omnes partyid Republican, II plerique eligunt. 772 00:45:55,750 --> 00:45:58,390 >> Ita simile videatur, iustus aspiciendo hac, 773 00:45:58,390 --> 00:46:00,600 Republican est iens futurus aut a very-- partyid 774 00:46:00,600 --> 00:46:02,790 ipsum quod futurum est, magnum factor in determinando 775 00:46:02,790 --> 00:46:05,420 Candidatus qui haerent Ad suffragium ferendum eo enim. 776 00:46:05,420 --> 00:46:07,120 Quod patet esse generalem. 777 00:46:07,120 --> 00:46:10,139 Et hoc amictus intuitionem, nimirum. 778 00:46:10,139 --> 00:46:11,930 Videtur ergo amo Im ' tempus currit de, ita 779 00:46:11,930 --> 00:46:17,040 Dimitte me praecedere iustum et ostendere aliquam imagines vivorum. 780 00:46:17,040 --> 00:46:21,120 Sed hoc parum est, quod cum magis complicated provehamus. 781 00:46:21,120 --> 00:46:26,450 Ac per hoc, quod est valde simplex quod analysis of iustus reprehendo 782 00:46:26,450 --> 00:46:28,500 praeses '04 est. 783 00:46:28,500 --> 00:46:33,920 >> Ac per hoc, ut dicis hoc tantum voluit. 784 00:46:33,920 --> 00:46:38,540 Putant scire desiderant ilius in moribus in MMIV praeside electionis 785 00:46:38,540 --> 00:46:41,170 et, quod est varium genus. 786 00:46:41,170 --> 00:46:44,380 Adeo non vis videre in suffragium missi, moribus, 787 00:46:44,380 --> 00:46:47,860 sed vis, aliis singulis et quod tale genus rerum est. 788 00:46:47,860 --> 00:46:50,770 Et vos can tantum dic hoc est notatio multiplex 789 00:46:50,770 --> 00:46:52,580 quod id genus questus fumosarum. 790 00:46:52,580 --> 00:46:56,390 >> Oportet ergo ex his ulterius R et ut 'genus of packages recent 791 00:46:56,390 --> 00:47:00,070 dplyr dicitur. 792 00:47:00,070 --> 00:47:03,060 Unde hic patet. 793 00:47:03,060 --> 00:47:08,080 Et est a nice ggg-- ggplot2 melior via faciendi visualizations 794 00:47:08,080 --> 00:47:09,400 quam in-unum. 795 00:47:09,400 --> 00:47:11,108 >> Ita Im 'iens ut focus haec duo libraries. 796 00:47:11,108 --> 00:47:13,200 797 00:47:13,200 --> 00:47:16,950 Tum ego ibo et praemittat run is mandatum. 798 00:47:16,950 --> 00:47:19,050 Vos can iustus istam sicut nigrum lectus. 799 00:47:19,050 --> 00:47:23,460 >> Quid est quod factum est fistula operator est transiens in hoc argumento 800 00:47:23,460 --> 00:47:24,110 in hic. 801 00:47:24,110 --> 00:47:28,070 Ita Im dicens, coetus ab dat et tunc praeses genus IV. 802 00:47:28,070 --> 00:47:31,530 Et haec omnia praeceperit filtering, et tunc sunt, colligendo 803 00:47:31,530 --> 00:47:34,081 in quo ego facio, et comes hic ergo molestiam obiicit. 804 00:47:34,081 --> 00:47:39,980 805 00:47:39,980 --> 00:47:42,500 OK frigus. 806 00:47:42,500 --> 00:47:44,620 Eamus ergo et praemittat vide quid est hoc, ut videtur. 807 00:47:44,620 --> 00:47:52,280 808 00:47:52,280 --> 00:47:57,290 >> Quid est hoc, quod hic agitur et tunc iustus, cogitaverunt inter se ex aurigatione 809 00:47:57,290 --> 00:47:59,670 et illi, quibus decretae. 810 00:47:59,670 --> 00:48:03,492 Et haec duo I et II valores correspondent. 811 00:48:03,492 --> 00:48:05,325 Si vis esse elegans, vos can quoque 812 00:48:05,325 --> 00:48:11,770 II, quod est specificare vel iustus Kerry-- Est Bush II, I et tunc est Kerry. 813 00:48:11,770 --> 00:48:13,700 Et vos can quoque habere qui in legenda. 814 00:48:13,700 --> 00:48:17,410 >> Et divisit illis quoque vectem graphs. 815 00:48:17,410 --> 00:48:19,480 Pro eo quod est unum, quia, si vos animadverto, 816 00:48:19,480 --> 00:48:24,560 non admodum facile est horum valorum pleniores. 817 00:48:24,560 --> 00:48:27,920 Sic aliud uelles hoc caeruleum est accipere area 818 00:48:27,920 --> 00:48:31,855 et iustus movebit super eam hic vos tantum haec duo pariter conferas. 819 00:48:31,855 --> 00:48:34,480 Et opinor quod te Non vacat jam in judicio, 820 00:48:34,480 --> 00:48:36,660 Sed id ipsum ut elit. 821 00:48:36,660 --> 00:48:40,310 Vos can iustus vultus in homo pages of ggplot. 822 00:48:40,310 --> 00:48:47,170 Sic vos can iustus similis ggplot qui et legit in hoc homine page. 823 00:48:47,170 --> 00:48:51,920 >> Sic lets iustus cito me ostendam autem vobis nonnullus frigus rerum. 824 00:48:51,920 --> 00:48:57,610 Ire ante eamus et constituite iustus Applicatio autem scientiae apparatus. 825 00:48:57,610 --> 00:49:02,450 Sic dicimus tres sic Im 'iens ut haec in packages oneratis. 826 00:49:02,450 --> 00:49:05,500 827 00:49:05,500 --> 00:49:09,170 Ita hoc tantum procer ex aliqua interdum cum ego in re gravi. 828 00:49:09,170 --> 00:49:15,220 Unde dico quod read.csv, hoc dataset, et nunc 829 00:49:15,220 --> 00:49:18,940 Ego respiciens ad iussa, Intus haec quid dataset. 830 00:49:18,940 --> 00:49:22,080 >> Ita primum XX vel animadversiones exhibendas. 831 00:49:22,080 --> 00:49:27,190 Ego iustus x1, x2, ita Y. videtur autem bonorum fasciculum 832 00:49:27,190 --> 00:49:31,640 maybe sunt vndique a XX ad LXXX aut tam. 833 00:49:31,640 --> 00:49:37,700 Et tunc similiter ad X2 et Y hic titulus non videtur esse 0, et I. 834 00:49:37,700 --> 00:49:49,500 >> Ad verificare, possum iusti X1 facere summary data. 835 00:49:49,500 --> 00:49:51,660 Et tunc similiter ad omnia per alias columnas. 836 00:49:51,660 --> 00:49:55,300 Summa igitur est a velox via iustus ostendo vos velox valores. 837 00:49:55,300 --> 00:49:56,330 O, paenitet. 838 00:49:56,330 --> 00:49:58,440 Hoc unum sit Y. 839 00:49:58,440 --> 00:50:03,420 >> Ac per hoc, dat quantiles, medians, optio cui pergrata pariter. 840 00:50:03,420 --> 00:50:07,130 Hic dataY vides et quod suus 'iustus iens futurus 0 I. 841 00:50:07,130 --> 00:50:10,100 Item in medio, dicens: 0,6, quod iustum est 842 00:50:10,100 --> 00:50:13,380 sicut videtur in me plus quam in 1s 0s. 843 00:50:13,380 --> 00:50:16,160 >> Et ostende faciem tuam a me Quid sit hoc, ut videtur. 844 00:50:16,160 --> 00:50:17,470 Im 'iustus iens ut haec moliri. 845 00:50:17,470 --> 00:50:22,852 846 00:50:22,852 --> 00:50:24,636 Domini quomodo haec purgare. 847 00:50:24,636 --> 00:50:30,492 848 00:50:30,492 --> 00:50:31,468 Oh OK. 849 00:50:31,468 --> 00:50:35,840 850 00:50:35,840 --> 00:50:36,340 OK. 851 00:50:36,340 --> 00:50:37,590 >> Et hoc est quod videtur. 852 00:50:37,590 --> 00:50:46,310 Ego, et sic videtur quasi speciem flavorum quod 0, I et tunc ruber citur 1s. 853 00:50:46,310 --> 00:50:52,190 Sic hic is vultus amo label, et post illud 854 00:50:52,190 --> 00:50:56,410 videatur vos iustus volo aliqua in hoc genere racemosis. 855 00:50:56,410 --> 00:51:01,020 >> Et ostende mihi faciem tuam quidam ex his muneribus tibi aedificatur. 856 00:51:01,020 --> 00:51:03,580 Ergo accipe et lm. 857 00:51:03,580 --> 00:51:06,060 Ita hoc est iustus trying hoc fit ad perpendiculum. 858 00:51:06,060 --> 00:51:08,640 Quid est optimus via quod fit a linea I 859 00:51:08,640 --> 00:51:14,020 quod erit optimum separant huiusmodi racemosis. 860 00:51:14,020 --> 00:51:21,790 Et bene est potestis videre omne mandatum quod ego curram 861 00:51:21,790 --> 00:51:25,450 et tunc Im 'iens ante aciem et add. 862 00:51:25,450 --> 00:51:28,970 >> Et hoc videtur optimus coniecto. 863 00:51:28,970 --> 00:51:34,150 Suus 'optimo accipiendo unum esse debet errore consi- lio ratio. 864 00:51:34,150 --> 00:51:40,000 Sic patet, quod videtur ad genus, bonum, sed non est optimum. 865 00:51:40,000 --> 00:51:43,130 Et linearibus exempla, in generalis, futurus sis, 866 00:51:43,130 --> 00:51:46,811 quia huiusmodi sententia, magnus ac iustus sicut aedificativa ad fundamentals of machine 867 00:51:46,811 --> 00:51:47,310 cognita. 868 00:51:47,310 --> 00:51:50,330 In usu, utrum ipsa esset, velint aliquid communius. 869 00:51:50,330 --> 00:51:54,280 >> Ita et vos potest experiri currit iustus aliquid dicitur neural network. 870 00:51:54,280 --> 00:51:57,110 Haec dicta sunt, in dies magis communis. 871 00:51:57,110 --> 00:52:00,530 Qui operatur fantastically quia magnum datasets. 872 00:52:00,530 --> 00:52:07,080 Sic in hoc casu tantum have-- lets see-- nrow habemus. 873 00:52:07,080 --> 00:52:09,010 Et qui iustus est, dicens nrow numeri ordinibus. 874 00:52:09,010 --> 00:52:11,790 Sic in hoc casu, C habere conata est. 875 00:52:11,790 --> 00:52:15,010 >> Sic ego grassor facere a neural network. 876 00:52:15,010 --> 00:52:18,620 Et hoc est vere nice quia tantum possum dicere nnet 877 00:52:18,620 --> 00:52:21,767 et tunc Im 'Y. regrediens Ita quod est Y column. 878 00:52:21,767 --> 00:52:23,850 Et tunc regressus est ad alterum variabilium. 879 00:52:23,850 --> 00:52:27,360 Et hoc est, brevius x1 et x2, eaque quia. 880 00:52:27,360 --> 00:52:29,741 >> Eamus et praemittat run is. 881 00:52:29,741 --> 00:52:30,240 O, paenitet. 882 00:52:30,240 --> 00:52:32,260 Et totum hoc opus est. 883 00:52:32,260 --> 00:52:37,500 Et hoc est notatio nunc excudendi aut quia non citius quam cito 884 00:52:37,500 --> 00:52:38,460 concurrebant. 885 00:52:38,460 --> 00:52:41,420 Ergo illud videtur convenire. 886 00:52:41,420 --> 00:52:44,970 Sic ego grassor print quid hoc vultus amo. 887 00:52:44,970 --> 00:52:51,260 >> Ecce hic et suus 'picture hic est a peripheria, ostendit quomodo bene convenit. 888 00:52:51,260 --> 00:52:56,380 Et hoc potest just-- quod est valde nice. 889 00:52:56,380 --> 00:52:59,400 Posset esse etiam overfitting, sed vos can quoque 890 00:52:59,400 --> 00:53:03,390 hanc cum aliis, pro dignitate artes crucis-sicut sanatio. 891 00:53:03,390 --> 00:53:06,180 R. Isti sunt superaedificamini 892 00:53:06,180 --> 00:53:09,170 >> Et nunc ostendam vobis me vector sustineat apparatus. 893 00:53:09,170 --> 00:53:12,470 Haec est alia communis reapse ars in machina doctrina. 894 00:53:12,470 --> 00:53:18,550 Phasellus Donec simillima est, sed quid vocavit nucleo utitur ratione. 895 00:53:18,550 --> 00:53:22,790 Et vide quam bene facit. 896 00:53:22,790 --> 00:53:26,430 Ita hoc ipsum simile est neural network a bene facit, 897 00:53:26,430 --> 00:53:27,900 sed multo magis teres. 898 00:53:27,900 --> 00:53:35,740 Et ille fundatur off quam de what-- SVMs opus. 899 00:53:35,740 --> 00:53:40,250 >> Ita hoc est iustus a valde Nunc tincidunt aliquam 900 00:53:40,250 --> 00:53:43,822 licet ex officio in- Quidam notitia explorationem. 901 00:53:43,822 --> 00:53:45,905 Sic ego grassor nunc repetere prolabitur. 902 00:53:45,905 --> 00:53:50,290 903 00:53:50,290 --> 00:53:53,670 >> Sic patet, hoc est, non mattis ipsum. 904 00:53:53,670 --> 00:53:57,140 Et hoc est vere iustus node R. Et ostendit, quod vere facere 905 00:53:57,140 --> 00:53:59,100 Si youd 'iustus amo to learn more, hic 906 00:53:59,100 --> 00:54:01,210 Sunt fasciculum diversis viribus. 907 00:54:01,210 --> 00:54:06,890 >> Et ideo, si tu aut aliensis tradenda cupidum rerum online iustus legit, 908 00:54:06,890 --> 00:54:09,670 tunc est fantastic unum ab Hadley Wickham, 909 00:54:09,670 --> 00:54:13,010 qui omnia creavit, etiam packages vere frigus. 910 00:54:13,010 --> 00:54:17,420 Si vestri 'amo video, tunc Berkeley habet terribilis bootcamp 911 00:54:17,420 --> 00:54:21,060 id quod generis several-- principio. 912 00:54:21,060 --> 00:54:24,210 Et vos docebit prope R. Omne cognoscere velis 913 00:54:24,210 --> 00:54:27,770 >> Et simile est, illic 'Codeacademy et omnia alia huiusmodi 914 00:54:27,770 --> 00:54:29,414 of interactive websites. 915 00:54:29,414 --> 00:54:31,580 Sunt similiter common-- magis et magis trita. 916 00:54:31,580 --> 00:54:33,749 Et hoc est valde similis ut Codeacademy. 917 00:54:33,749 --> 00:54:35,790 Et tandem, si vos iustus et vis Community auxilium, 918 00:54:35,790 --> 00:54:38,800 haec sunt fasciculum te potest ad res. 919 00:54:38,800 --> 00:54:40,880 Ut par est, tamen uti mailing lists iustum 920 00:54:40,880 --> 00:54:44,860 sicut fere omnia alia programming lingua communitatis. 921 00:54:44,860 --> 00:54:47,880 Et #rstats, hoc est, Twitter nostra communitas. 922 00:54:47,880 --> 00:54:49,580 Quod est actu satis communis. 923 00:54:49,580 --> 00:54:50,850 Et tunc user! 924 00:54:50,850 --> 00:54:52,340 Is iustus noster colloquium. 925 00:54:52,340 --> 00:54:55,390 >> Et tunc quidem potestis Q & omnibus aliis rebus, 926 00:54:55,390 --> 00:54:57,680 sicut ACERVUS Overflow, Google, et sic GitHub. 927 00:54:57,680 --> 00:55:00,490 Quia pleraque ex his packages et multum in communitate 928 00:55:00,490 --> 00:55:03,420 erit centrum circa progressum est quia aperta principium codice. 929 00:55:03,420 --> 00:55:05,856 Quod suus 'nice quod iustum est realiter in GitHub. 930 00:55:05,856 --> 00:55:08,730 Denique, si vos can vos iustus have ullus questions velox. 931 00:55:08,730 --> 00:55:13,530 Et hic invenies me in Twitter, meus website, et iustus meus email. 932 00:55:13,530 --> 00:55:17,840 Sic hopefully, qui fuit Denique iustus a teaser something-- 933 00:55:17,840 --> 00:55:20,900 R. Quid est hoc faciendum. 934 00:55:20,900 --> 00:55:23,990 Et spero, vos iustus Lorem tres links 935 00:55:23,990 --> 00:55:25,760 et vide quid potest. 936 00:55:25,760 --> 00:55:28,130 Et circa hoc opinor. 937 00:55:28,130 --> 00:55:28,630 Deo gratias. 938 00:55:28,630 --> 00:55:30,780 >> [PLAUSUS] 939 00:55:30,780 --> 00:55:31,968