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  1. 00. Additional Files/02. - Python+Installation+Guide.pdf 842.0 KB
  2. 00. Additional Files/10 - Power+BI+Ebook.pdf 14.4 MB
  3. 00. Additional Files/10 - RAG+with+GrokAI.ipynb 20.0 KB
  4. 00. Additional Files/10 - RAG+with+Ollama.ipynb 10.0 KB
  5. 00. Additional Files/10 - RAGPaper (1).pdf 864.6 KB
  6. 00. Additional Files/10 - RAGPaper.pdf 864.6 KB
  7. 01. Introduction/1 Welcome Page.mp4 51.5 MB
  8. 02. Python for Data Science/10 Datatypes Operators.mp4 364.2 MB
  9. 02. Python for Data Science/11 Lists.mp4 465.6 MB
  10. 02. Python for Data Science/12 Tuples.mp4 424.2 MB
  11. 02. Python for Data Science/13 Sets.mp4 220.6 MB
  12. 02. Python for Data Science/14 Dictionary.mp4 297.3 MB
  13. 02. Python for Data Science/15 Loops & Iterations.mp4 336.2 MB
  14. 02. Python for Data Science/16 Functions.mp4 393.9 MB
  15. 02. Python for Data Science/17 Map Reduce Filter.mp4 514.8 MB
  16. 02. Python for Data Science/18 File Handling.mp4 327.3 MB
  17. 02. Python for Data Science/19 Control Structures.mp4 171.9 MB
  18. 02. Python for Data Science/20 OOPs.mp4 335.2 MB
  19. 02. Python for Data Science/21 NumPy.mp4 485.4 MB
  20. 02. Python for Data Science/22 Pandas.mp4 567.4 MB
  21. 02. Python for Data Science/23 Data Visualization.mp4 113.4 MB
  22. 02. Python for Data Science/24 Matplotlib.mp4 449.7 MB
  23. 02. Python for Data Science/25 Seaborn.mp4 325.2 MB
  24. 02. Python for Data Science/5 Let's install Python together!!.mp4 273.2 MB
  25. 02. Python for Data Science/6 Google Colab, what's that.mp4 51.4 MB
  26. 02. Python for Data Science/7 Let's leverage chatGPT for help!!.mp4 70.8 MB
  27. 02. Python for Data Science/8 Introduction to Python.mp4 94.2 MB
  28. 02. Python for Data Science/9 Variables & Keywords.mp4 352.3 MB
  29. 03. Business Statistics/27 Introduction.mp4 42.3 MB
  30. 03. Business Statistics/28 Types of Data (Agenda).mp4 3.2 MB
  31. 03. Business Statistics/29 Descriptive Stats.mp4 79.8 MB
  32. 03. Business Statistics/30 Inferential Stats.mp4 13.4 MB
  33. 03. Business Statistics/31 Qualitative Data.mp4 50.0 MB
  34. 03. Business Statistics/32 Quantitative Data.mp4 20.5 MB
  35. 03. Business Statistics/33 Sampling Techniques (Agenda).mp4 7.6 MB
  36. 03. Business Statistics/34 Population vs Sample.mp4 17.9 MB
  37. 03. Business Statistics/35 Why Sampling is important.mp4 17.0 MB
  38. 03. Business Statistics/36 Types of Sampling.mp4 20.7 MB
  39. 03. Business Statistics/37 Cluster Random Sampling.mp4 30.6 MB
  40. 03. Business Statistics/38 Probability Sampling.mp4 40.7 MB
  41. 03. Business Statistics/39 Non probability sampling.mp4 31.4 MB
  42. 03. Business Statistics/40 Population Sampling.mp4 56.4 MB
  43. 03. Business Statistics/41 Why n-1 and not n.mp4 32.8 MB
  44. 03. Business Statistics/42 Descriptive Analytics (Agenda).mp4 5.0 MB
  45. 03. Business Statistics/43 Measures of Central Tendency.mp4 9.1 MB
  46. 03. Business Statistics/44 Mean.mp4 27.0 MB
  47. 03. Business Statistics/45 Median.mp4 36.5 MB
  48. 03. Business Statistics/46 Mode.mp4 28.1 MB
  49. 03. Business Statistics/47 Measures of Dispersion.mp4 21.6 MB
  50. 03. Business Statistics/48 Range.mp4 7.3 MB
  51. 03. Business Statistics/49 IQR.mp4 19.5 MB
  52. 03. Business Statistics/50 Variance Standard Deviation.mp4 56.4 MB
  53. 03. Business Statistics/51 Mean Deviation.mp4 18.9 MB
  54. 03. Business Statistics/52 Probability (Agenda).mp4 4.7 MB
  55. 03. Business Statistics/53 Probability.mp4 42.0 MB
  56. 03. Business Statistics/54 Addition Rule.mp4 45.4 MB
  57. 03. Business Statistics/55 Independent Events.mp4 26.0 MB
  58. 03. Business Statistics/56 Cumulative Probability.mp4 29.4 MB
  59. 03. Business Statistics/57 Conditional Probability.mp4 57.9 MB
  60. 03. Business Statistics/58 Bayes Theorem 1.mp4 9.5 MB
  61. 03. Business Statistics/59 Bayes Theorem 2.mp4 25.0 MB
  62. 03. Business Statistics/60 Probability Distrubution (Agenda).mp4 10.4 MB
  63. 03. Business Statistics/61 Uniform Distribution.mp4 44.1 MB
  64. 03. Business Statistics/62 Binomial Distribution.mp4 70.8 MB
  65. 03. Business Statistics/63 Poisson Distribution.mp4 18.8 MB
  66. 03. Business Statistics/64 Normal Distribution Part 1.mp4 77.5 MB
  67. 03. Business Statistics/65 Normal Distribution Part 2.mp4 34.3 MB
  68. 03. Business Statistics/66 Skewness.mp4 25.2 MB
  69. 03. Business Statistics/67 Kurtosis.mp4 14.1 MB
  70. 03. Business Statistics/68 Calc Prob w Z-score - Normal Distrib Pt 1.mp4 49.6 MB
  71. 03. Business Statistics/69 Calc Prob w Z-score - Normal Distrib Pt 2.mp4 47.0 MB
  72. 03. Business Statistics/70 Calc Prob w Z-score - Normal Distrib Pt 3.mp4 27.0 MB
  73. 03. Business Statistics/71 Covariance & Correlation (Agenda).mp4 2.7 MB
  74. 03. Business Statistics/72 Covariance.mp4 54.4 MB
  75. 03. Business Statistics/73 Correlation.mp4 86.6 MB
  76. 03. Business Statistics/74 Covariance VS Correlation.mp4 26.6 MB
  77. 03. Business Statistics/75 Hypothesis Testing.mp4 52.9 MB
  78. 03. Business Statistics/76 Tailed Tests.mp4 16.8 MB
  79. 03. Business Statistics/77 p-value.mp4 32.0 MB
  80. 03. Business Statistics/78 Types of Test.mp4 26.9 MB
  81. 03. Business Statistics/79 T Test.mp4 51.3 MB
  82. 03. Business Statistics/80 Z Test.mp4 67.4 MB
  83. 03. Business Statistics/81 Chi Square Test.mp4 67.3 MB
  84. 03. Business Statistics/82 ANOVA.mp4 68.9 MB
  85. 03. Business Statistics/83 Correlation Test (Practicals).mp4 44.6 MB
  86. 04. Exploratory Data Analysis/100 Types of Data.mp4 11.0 MB
  87. 04. Exploratory Data Analysis/101 Types of Analysis.mp4 12.0 MB
  88. 04. Exploratory Data Analysis/102 Univariate Analysis.mp4 54.1 MB
  89. 04. Exploratory Data Analysis/103 Bivariate Analysis.mp4 35.7 MB
  90. 04. Exploratory Data Analysis/104 Multivariate Analysis.mp4 5.2 MB
  91. 04. Exploratory Data Analysis/105 Numerical Analysis.mp4 19.4 MB
  92. 04. Exploratory Data Analysis/106 Analysis Practicals.mp4 211.5 MB
  93. 04. Exploratory Data Analysis/107 Derived Metrics.mp4 26.5 MB
  94. 04. Exploratory Data Analysis/108 Feature Binning (Theory).mp4 44.2 MB
  95. 04. Exploratory Data Analysis/109 Feature Binning (Practicals).mp4 71.0 MB
  96. 04. Exploratory Data Analysis/110 Feature Encoding (Theory).mp4 83.8 MB
  97. 04. Exploratory Data Analysis/111 Feature Encoding (Practicals).mp4 169.8 MB
  98. 04. Exploratory Data Analysis/112 Case Study.mp4 79.6 MB
  99. 04. Exploratory Data Analysis/113 Data Exploration.mp4 151.4 MB
  100. 04. Exploratory Data Analysis/114 Data Cleaning.mp4 73.5 MB
  101. 04. Exploratory Data Analysis/115 Univariate Analysis.mp4 97.6 MB
  102. 04. Exploratory Data Analysis/116 Bivariate Analysis Part 1.mp4 129.3 MB
  103. 04. Exploratory Data Analysis/117 Bivariate Analysis Part 2.mp4 54.5 MB
  104. 04. Exploratory Data Analysis/118 EDA Report.mp4 35.8 MB
  105. 04. Exploratory Data Analysis/85 Agenda.mp4 15.2 MB
  106. 04. Exploratory Data Analysis/86 DA,DS Processes.mp4 24.3 MB
  107. 04. Exploratory Data Analysis/87 What is EDA.mp4 27.1 MB
  108. 04. Exploratory Data Analysis/88 Visualization.mp4 30.5 MB
  109. 04. Exploratory Data Analysis/89 Steps involved in EDA (Data Sourcing).mp4 28.8 MB
  110. 04. Exploratory Data Analysis/90 Steps involved in EDA (Data Cleaning).mp4 30.4 MB
  111. 04. Exploratory Data Analysis/91 Handle Missing Values (Theory).mp4 58.5 MB
  112. 04. Exploratory Data Analysis/92 Handle Missing Values (Practicals).mp4 92.1 MB
  113. 04. Exploratory Data Analysis/93 Feature Scaling (Theory).mp4 74.2 MB
  114. 04. Exploratory Data Analysis/94 Standardization Example.mp4 22.7 MB
  115. 04. Exploratory Data Analysis/95 Normalization Example.mp4 13.9 MB
  116. 04. Exploratory Data Analysis/96 Feature Scaling (Practicals).mp4 111.6 MB
  117. 04. Exploratory Data Analysis/97 Outlier Treatment (Theory).mp4 59.8 MB
  118. 04. Exploratory Data Analysis/98 Outlier Treatment (Practicals).mp4 102.7 MB
  119. 04. Exploratory Data Analysis/99 Invalid Data.mp4 42.5 MB
  120. 05. SQL for Data Science/120 Installation.mp4 59.1 MB
  121. 05. SQL for Data Science/121 Data Architect - File server vs client server.mp4 119.3 MB
  122. 05. SQL for Data Science/122 Introduction to SQL.mp4 164.5 MB
  123. 05. SQL for Data Science/123 Constraints in SQL.mp4 289.4 MB
  124. 05. SQL for Data Science/124 Table Basics - DDLs.mp4 396.5 MB
  125. 05. SQL for Data Science/125 Table Basics - DQLs.mp4 290.0 MB
  126. 05. SQL for Data Science/126 Table Basics - DMLs.mp4 461.6 MB
  127. 05. SQL for Data Science/127 Joins.mp4 448.4 MB
  128. 05. SQL for Data Science/128 Data Import Export.mp4 545.6 MB
  129. 05. SQL for Data Science/129 Aggregation Functions.mp4 211.2 MB
  130. 05. SQL for Data Science/130 String functions.mp4 287.9 MB
  131. 05. SQL for Data Science/131 Date Time Functions.mp4 233.9 MB
  132. 05. SQL for Data Science/132 Regular Expressions.mp4 160.7 MB
  133. 05. SQL for Data Science/133 Nested Queries.mp4 263.5 MB
  134. 05. SQL for Data Science/134 Views.mp4 222.8 MB
  135. 05. SQL for Data Science/135 Stored Procedures.mp4 439.1 MB
  136. 05. SQL for Data Science/136 Windows Function.mp4 365.8 MB
  137. 05. SQL for Data Science/137 SQL Python connectivity.mp4 341.3 MB
  138. 06. Machine Learning/138 Agenda.mp4 13.7 MB
  139. 06. Machine Learning/139 Introduction to ML.mp4 32.2 MB
  140. 06. Machine Learning/140 Types of ML.mp4 104.9 MB
  141. 06. Machine Learning/141 Use Cases Part 1.mp4 19.9 MB
  142. 06. Machine Learning/142 Use Cases Part 2.mp4 8.0 MB
  143. 06. Machine Learning/143 Pre-Requisites Features.mp4 88.7 MB
  144. 06. Machine Learning/144 Pre-Requisites Train-Test Split.mp4 115.8 MB
  145. 06. Machine Learning/145 Pre-Requisites Feature Scaling.mp4 74.2 MB
  146. 06. Machine Learning/146 Pre-Requisites Standardization Example.mp4 22.7 MB
  147. 06. Machine Learning/147 Pre-Requisites Normalization Example.mp4 13.9 MB
  148. 06. Machine Learning/148 Pre-Requisites Feature Encoding.mp4 83.8 MB
  149. 06. Machine Learning/149 Pre-Req Feature Encoding (Practicals).mp4 78.8 MB
  150. 06. Machine Learning/150 Regression Intro to Regression Models.mp4 38.9 MB
  151. 06. Machine Learning/151 Regression Regression Metrics.mp4 151.4 MB
  152. 06. Machine Learning/152 Regression Regression Metrics (Practicals).mp4 102.6 MB
  153. 06. Machine Learning/153 Regression Simple Linear Regression.mp4 55.9 MB
  154. 06. Machine Learning/154 Regression Multiple Linear Regression.mp4 51.5 MB
  155. 06. Machine Learning/155 Regression Linear Regression (Practicals).mp4 210.8 MB
  156. 06. Machine Learning/156 Regress Multi Linear Regress (Practicals).mp4 96.2 MB
  157. 06. Machine Learning/157 Regression Polynomial Regression.mp4 39.2 MB
  158. 06. Machine Learning/158 Regression Polynomial Regress (Practicals).mp4 176.6 MB
  159. 06. Machine Learning/159 Regression Bias Variance Tradeoff.mp4 31.0 MB
  160. 06. Machine Learning/160 Regression Ridge Regression.mp4 55.2 MB
  161. 06. Machine Learning/161 Regression Lasso Regression.mp4 43.9 MB
  162. 06. Machine Learning/162 Regress Lasso, Ridge Regress (Practicals).mp4 335.4 MB
  163. 06. Machine Learning/163 Classification Intro to Classification.mp4 41.3 MB
  164. 06. Machine Learning/164 Classification Types of Classification.mp4 25.7 MB
  165. 06. Machine Learning/165 Classification Log Loss.mp4 63.6 MB
  166. 06. Machine Learning/166 Classification Confusion Matrix.mp4 72.8 MB
  167. 06. Machine Learning/167 Classification AUC ROC Curve.mp4 48.6 MB
  168. 06. Machine Learning/168 Classification Classification Report.mp4 47.2 MB
  169. 06. Machine Learning/169 Classification kNN Classifier.mp4 80.8 MB
  170. 06. Machine Learning/170 Classification kNN Classifier Example.mp4 78.0 MB
  171. 06. Machine Learning/171 Classification Practicals Part 1.mp4 100.5 MB
  172. 06. Machine Learning/172 Classification kNN Classifier (Practicals).mp4 115.4 MB
  173. 06. Machine Learning/173 Classification Decision Tree.mp4 73.0 MB
  174. 06. Machine Learning/174 Class.. Decision Tree (Entropy based).mp4 112.5 MB
  175. 06. Machine Learning/175 Classification Decision Tree (gini based).mp4 104.2 MB
  176. 06. Machine Learning/176 Classification Decision Tree (Practicals).mp4 66.5 MB
  177. 06. Machine Learning/177 Classification Decision Tree (Visualizing).mp4 160.3 MB
  178. 06. Machine Learning/178 Classification Random Forest Classifier.mp4 40.9 MB
  179. 06. Machine Learning/179 Class.. Random Forest Classifier (Practs).mp4 46.7 MB
  180. 06. Machine Learning/180 Classification Naive Bayes Classifier.mp4 89.9 MB
  181. 06. Machine Learning/181 Classification SVM Classifier Part 1.mp4 71.8 MB
  182. 06. Machine Learning/182 Classification SVM Classifier Part 2.mp4 60.2 MB
  183. 06. Machine Learning/183 Classification Logistic Regression.mp4 119.2 MB
  184. 06. Machine Learning/184 Classification Practicals so far.mp4 218.7 MB
  185. 06. Machine Learning/185 Class.. Issues in Classification (Part 1).mp4 48.4 MB
  186. 06. Machine Learning/186 Class.. Issues in Classification (Part 2).mp4 80.2 MB
  187. 06. Machine Learning/187 Classification Project.mp4 308.9 MB
  188. 06. Machine Learning/188 Ensemble Intro to Ensemble Learning.mp4 117.9 MB
  189. 06. Machine Learning/189 Ensemble Bagging.mp4 50.6 MB
  190. 06. Machine Learning/190 Ensemble Bagging vs Random Forest.mp4 91.1 MB
  191. 06. Machine Learning/191 Ensemble Bagging (Practicals #1).mp4 241.2 MB
  192. 06. Machine Learning/192 Ensemble Bagging (Practicals #2).mp4 178.1 MB
  193. 06. Machine Learning/193 Ensemble Boosting.mp4 41.9 MB
  194. 06. Machine Learning/194 Ensemble Ada Boost.mp4 97.9 MB
  195. 06. Machine Learning/195 Ensemble Gradient Boost.mp4 20.8 MB
  196. 06. Machine Learning/196 Ensemble CF vs LF.mp4 47.1 MB
  197. 06. Machine Learning/197 Ensemble Cross Entropy.mp4 22.1 MB
  198. 06. Machine Learning/198 Ensemble Xtreme Gradient Boosting (XGB).mp4 94.4 MB
  199. 06. Machine Learning/199 Ensemble Project.mp4 210.6 MB
  200. 06. Machine Learning/200 Clustering Introduction to Clustering.mp4 104.0 MB
  201. 06. Machine Learning/201 Clustering kMeans Clustering.mp4 121.0 MB
  202. 06. Machine Learning/202 Clustering kMeans Clustering (Practicals).mp4 133.4 MB
  203. 06. Machine Learning/203 Clustering Hierarchical Clustering.mp4 81.9 MB
  204. 06. Machine Learning/204 Clustering Hierarchy Cluster (Practicals).mp4 106.5 MB
  205. 06. Machine Learning/205 Clustering Mean Shift Clustering.mp4 73.3 MB
  206. 06. Machine Learning/206 Feature Engineering Introduction.mp4 87.4 MB
  207. 06. Machine Learning/207 Feature Engineering RFE and SFS.mp4 29.0 MB
  208. 06. Machine Learning/208 Feature Engineering RFE (Practicals).mp4 190.9 MB
  209. 06. Machine Learning/209 Feature Eng.. Successive Feature Selection.mp4 180.1 MB
  210. 06. Machine Learning/210 Feature Engineering Chi-Square.mp4 31.7 MB
  211. 06. Machine Learning/211 Feature Eng.. Chi-Square (Practicals).mp4 54.6 MB
  212. 06. Machine Learning/212 Feat Eng Principal Component Analysis.mp4 258.2 MB
  213. 06. Machine Learning/213 Feat Eng Principal Component Analy (Practls).mp4 79.7 MB
  214. 06. Machine Learning/214 Feat Eng Linear Discriminant Analysis.mp4 54.2 MB
  215. 06. Machine Learning/215 Feat Eng Linear Discriminant Analysis (Practls).mp4 84.9 MB
  216. 06. Machine Learning/216 Feature Engineering kPCA & QDA.mp4 53.5 MB
  217. 06. Machine Learning/217 Feature Engineering kPCA & QDA (Practicals).mp4 50.7 MB
  218. 06. Machine Learning/218 Hyper Parameter Optimization (HPO) Basics.mp4 76.0 MB
  219. 06. Machine Learning/219 Hyper Parameter Optimization Manual HPO.mp4 31.9 MB
  220. 06. Machine Learning/220 HPO GridSearch vs RandomizedSearch.mp4 70.8 MB
  221. 06. Machine Learning/221 HPO Manual HPO (Practicals).mp4 164.8 MB
  222. 06. Machine Learning/222 HPO RandomizedSearchCV (Practicals).mp4 138.8 MB
  223. 06. Machine Learning/223 HPO GridSearchCV (Practicals).mp4 60.4 MB
  224. 07. Time Series Analysis, Forecast/224 Introduction to TSA.mp4 23.3 MB
  225. 07. Time Series Analysis, Forecast/225 Time Series vs Regression.mp4 77.1 MB
  226. 07. Time Series Analysis, Forecast/226 Time Series Analysis.mp4 14.6 MB
  227. 07. Time Series Analysis, Forecast/227 Anomaly Detection.mp4 29.9 MB
  228. 07. Time Series Analysis, Forecast/228 Components of Time Series.mp4 46.3 MB
  229. 07. Time Series Analysis, Forecast/229 Decomposition.mp4 6.5 MB
  230. 07. Time Series Analysis, Forecast/230 Decomposition (Practicals).mp4 46.5 MB
  231. 07. Time Series Analysis, Forecast/231 AdditiveMultiplicative Decomp.mp4 38.9 MB
  232. 07. Time Series Analysis, Forecast/232 Stationarity.mp4 28.5 MB
  233. 07. Time Series Analysis, Forecast/233 Testing TS Stationarity.mp4 43.6 MB
  234. 07. Time Series Analysis, Forecast/234 Transformation.mp4 21.4 MB
  235. 07. Time Series Analysis, Forecast/235 Introduction to Pre-Processing.mp4 17.8 MB
  236. 07. Time Series Analysis, Forecast/236 Handle Missing Value.mp4 58.5 MB
  237. 07. Time Series Analysis, Forecast/237 Handle Missing Value (Practicals).mp4 92.1 MB
  238. 07. Time Series Analysis, Forecast/238 Outlier Treatment.mp4 59.8 MB
  239. 07. Time Series Analysis, Forecast/239 3-Sigma Technique.mp4 102.7 MB
  240. 07. Time Series Analysis, Forecast/240 Feature Scaling.mp4 74.2 MB
  241. 07. Time Series Analysis, Forecast/241 Feature Scaling Standardization.mp4 22.7 MB
  242. 07. Time Series Analysis, Forecast/242 Feature Scaling Normalization.mp4 14.0 MB
  243. 07. Time Series Analysis, Forecast/243 Feature Scaling (Practicals).mp4 111.6 MB
  244. 07. Time Series Analysis, Forecast/244 Feature Encoding.mp4 83.8 MB
  245. 07. Time Series Analysis, Forecast/245 Feature Encoding (Practicals).mp4 78.8 MB
  246. 07. Time Series Analysis, Forecast/246 Models - Algorithms.mp4 5.8 MB
  247. 07. Time Series Analysis, Forecast/247 Models - ARIMA Part 1.mp4 11.4 MB
  248. 07. Time Series Analysis, Forecast/248 Models - ARIMA Part 2.mp4 32.1 MB
  249. 07. Time Series Analysis, Forecast/249 Models - AR Theory.mp4 41.7 MB
  250. 07. Time Series Analysis, Forecast/250 Models - MA Theory.mp4 46.0 MB
  251. 07. Time Series Analysis, Forecast/251 Models - ACFPACF Plots.mp4 45.4 MB
  252. 07. Time Series Analysis, Forecast/252 Models - Find p,d,q in ARIMA.mp4 11.9 MB
  253. 07. Time Series Analysis, Forecast/253 Models - ARIMA (Practicals Part 1).mp4 90.9 MB
  254. 07. Time Series Analysis, Forecast/254 Models - ARIMA (Practicals Part 2).mp4 85.7 MB
  255. 07. Time Series Analysis, Forecast/255 Models - ARIMA (Final).mp4 70.7 MB
  256. 07. Time Series Analysis, Forecast/256 Models - Decomposition.mp4 31.8 MB
  257. 07. Time Series Analysis, Forecast/257 Models - ACFPACF.mp4 21.6 MB
  258. 07. Time Series Analysis, Forecast/258 Models - Best Transformation.mp4 72.3 MB
  259. 07. Time Series Analysis, Forecast/259 Models - Grid Search (Part 1).mp4 90.1 MB
  260. 07. Time Series Analysis, Forecast/260 Models - Grid Search (Part 2).mp4 16.9 MB
  261. 07. Time Series Analysis, Forecast/261 Models - Final Model Building.mp4 83.6 MB
  262. 07. Time Series Analysis, Forecast/262 Models - Facebook Prophet (Part 1).mp4 52.0 MB
  263. 07. Time Series Analysis, Forecast/263 Models - Facebook Prophet (Part 2).mp4 84.7 MB
  264. 07. Time Series Analysis, Forecast/264 Models - Facebook Prophet (Part 3).mp4 51.9 MB
  265. 07. Time Series Analysis, Forecast/265 Mods - Multi Variate Time Series Analy.mp4 42.6 MB
  266. 07. Time Series Analysis, Forecast/266 Mods - Facebook Prophet Uni v Multi.mp4 118.2 MB
  267. 07. Time Series Analysis, Forecast/267 Introduction to Metrics.mp4 30.0 MB
  268. 07. Time Series Analysis, Forecast/268 Forecasting Evaluation Metrics.mp4 6.7 MB
  269. 07. Time Series Analysis, Forecast/269 Mean Squarred Error.mp4 7.0 MB
  270. 07. Time Series Analysis, Forecast/270 Root Mean Squarred Error.mp4 7.1 MB
  271. 07. Time Series Analysis, Forecast/271 Mean Absolute Percentage Error.mp4 16.3 MB
  272. 07. Time Series Analysis, Forecast/272 Proj 1 - Energy Forecasting Part 1.mp4 25.6 MB
  273. 07. Time Series Analysis, Forecast/273 Proj 1 - Energy Forecasting Part 2.mp4 53.2 MB
  274. 07. Time Series Analysis, Forecast/274 Proj 1 - Energy Forecasting Part 3.mp4 77.7 MB
  275. 07. Time Series Analysis, Forecast/275 Proj 2 - Stock Market Prediction Pt 1.mp4 30.6 MB
  276. 07. Time Series Analysis, Forecast/276 Proj 2 - Stock Market Prediction Pt 2.mp4 37.7 MB
  277. 07. Time Series Analysis, Forecast/277 Proj 2 - Stock Market Prediction Pt 3.mp4 152.5 MB
  278. 07. Time Series Analysis, Forecast/278 Proj 3 - Demand Forecasting Part 1.mp4 24.1 MB
  279. 07. Time Series Analysis, Forecast/279 Proj 3 - Demand Forecasting Part 2.mp4 113.4 MB
  280. 07. Time Series Analysis, Forecast/280 Proj 3 - Demand Forecasting Part 3.mp4 94.1 MB
  281. 07. Time Series Analysis, Forecast/281 Proj 3 - Demand Forecasting Part 4.mp4 10.8 MB
  282. 07. Time Series Analysis, Forecast/282 Proj 3 - Demand Forecasting Part 5.mp4 141.1 MB
  283. 07. Time Series Analysis, Forecast/283 Proj 3 - Demand Forecasting Part 6.mp4 79.8 MB
  284. 08. Deep Learning and NN/285 Introduction to Deep Learning.mp4 10.6 MB
  285. 08. Deep Learning and NN/286 Understanding Deep Learning.mp4 92.8 MB
  286. 08. Deep Learning and NN/287 What is a Neuron.mp4 132.7 MB
  287. 08. Deep Learning and NN/288 Activation Functions.mp4 70.4 MB
  288. 08. Deep Learning and NN/289 Activation Function Step Function.mp4 91.4 MB
  289. 08. Deep Learning and NN/290 Activation Function Linear Function.mp4 171.0 MB
  290. 08. Deep Learning and NN/291 Activation Function Sigmoid Function.mp4 93.5 MB
  291. 08. Deep Learning and NN/292 Activation Function TanH Function.mp4 45.9 MB
  292. 08. Deep Learning and NN/293 Activation Function ReLu Function.mp4 148.4 MB
  293. 08. Deep Learning and NN/294 Backpropagation & Forward Pass.mp4 212.4 MB
  294. 08. Deep Learning and NN/295 Gradient Descent.mp4 107.4 MB
  295. 08. Deep Learning and NN/296 Artificial Neural Networks Intuition.mp4 28.2 MB
  296. 08. Deep Learning and NN/297 Artificial Neural Networks Practicals.mp4 140.8 MB
  297. 08. Deep Learning and NN/298 Artificial NN Hyper Param Optimize.mp4 101.9 MB
  298. 08. Deep Learning and NN/299 Convolutional Neural Networks (CNN).mp4 123.1 MB
  299. 08. Deep Learning and NN/300 CNN Steps in CNN.mp4 176.2 MB
  300. 08. Deep Learning and NN/301 CNN Architecture Explained.mp4 253.1 MB
  301. 08. Deep Learning and NN/302 CNN Image Augmentation.mp4 205.7 MB
  302. 08. Deep Learning and NN/303 CNN Batch size vs iterations vs epochs.mp4 120.9 MB
  303. 08. Deep Learning and NN/304 CNN Practicals.mp4 308.3 MB
  304. 08. Deep Learning and NN/305 CNN Model Summary & Parameters.mp4 113.5 MB
  305. 08. Deep Learning and NN/306 CNN Project (X-Ray detection).mp4 260.9 MB
  306. 08. Deep Learning and NN/307 Recurrent Neural Networks (RNN) Basics.mp4 35.2 MB
  307. 08. Deep Learning and NN/308 RNN Types of RNN.mp4 19.0 MB
  308. 08. Deep Learning and NN/309 RNN Vanishing, Exploding Gradient Prob.mp4 94.6 MB
  309. 08. Deep Learning and NN/310 RNN LSTMs.mp4 36.2 MB
  310. 08. Deep Learning and NN/311 RNN LSTMs (Practicals).mp4 89.0 MB
  311. 08. Deep Learning and NN/312 Pre-Trained Models.mp4 172.0 MB
  312. 08. Deep Learning and NN/313 Pre-Trained Models (Practicals).mp4 214.2 MB
  313. 08. Deep Learning and NN/314 Pre-Trained Models VGG16.mp4 75.9 MB
  314. 08. Deep Learning and NN/315 Pre-Trained Models MobileNet.mp4 46.8 MB
  315. 08. Deep Learning and NN/316 Transfer Learning.mp4 39.2 MB
  316. 08. Deep Learning and NN/317 Proj Pneumonia Detection X-Ray Img.mp4 124.3 MB
  317. 09. Natural Lang Processing/319 Intro to NLP Introduction.mp4 59.1 MB
  318. 09. Natural Lang Processing/320 Intro to NLP Introduction continued.mp4 46.9 MB
  319. 09. Natural Lang Processing/321 Intro to NLP Key Challenges.mp4 67.5 MB
  320. 09. Natural Lang Processing/322 Intro to NLP Linguistics.mp4 31.1 MB
  321. 09. Natural Lang Processing/323 NLP Basics Case Folding.mp4 28.0 MB
  322. 09. Natural Lang Processing/324 NLP Basics SCR.mp4 89.8 MB
  323. 09. Natural Lang Processing/325 NLP Basics Handling Contractions.mp4 64.6 MB
  324. 09. Natural Lang Processing/326 NLP Basics Tokenization.mp4 38.9 MB
  325. 09. Natural Lang Processing/327 NLP Basics Stop Word Removal.mp4 40.6 MB
  326. 09. Natural Lang Processing/328 NLP Basics nGrams.mp4 52.3 MB
  327. 09. Natural Lang Processing/329 NLP Basics Vectorization.mp4 24.4 MB
  328. 09. Natural Lang Processing/330 NLP Basics Word Embeddings.mp4 14.5 MB
  329. 09. Natural Lang Processing/331 NLP Basics Bag of Words.mp4 50.7 MB
  330. 09. Natural Lang Processing/332 NLP Basics Bag of Words (Practicals).mp4 154.6 MB
  331. 09. Natural Lang Processing/333 NLP Basics TF-IDF.mp4 68.6 MB
  332. 09. Natural Lang Processing/334 NLP Basics TF-IDF (Practicals).mp4 150.4 MB
  333. 09. Natural Lang Processing/335 NLP Part of Speech Tag, Named Entity Recog.mp4 57.3 MB
  334. 09. Natural Lang Processing/336 NLP Basics NER (Practicals).mp4 96.9 MB
  335. 09. Natural Lang Processing/337 Word Embeddings Word2Vec Introduction.mp4 23.7 MB
  336. 09. Natural Lang Processing/338 Word Embeddings Word2Vec Part 2.mp4 13.6 MB
  337. 09. Natural Lang Processing/339 Word Embeddings Pre-Trained Word2Vec.mp4 62.3 MB
  338. 09. Natural Lang Processing/340 Word Embeddings Word2Vec Intuition.mp4 37.5 MB
  339. 09. Natural Lang Processing/341 Word Embed Word2Vec - Check X Features.mp4 65.8 MB
  340. 09. Natural Lang Processing/342 Word Embeddings Word2Vec CBOW.mp4 103.3 MB
  341. 09. Natural Lang Processing/343 Word Embed Word2Vec Skip Grams.mp4 55.9 MB
  342. 09. Natural Lang Processing/344 Word Embeddings GloVe.mp4 79.4 MB
  343. 09. Natural Lang Processing/345 Word Embeddings FastText.mp4 142.0 MB
  344. 09. Natural Lang Processing/346 Word Embeddings Cosine Similarity.mp4 95.0 MB
  345. 09. Natural Lang Processing/347 Neural Networks (NN) LSTMs Part 1.mp4 73.4 MB
  346. 09. Natural Lang Processing/348 NN LSTMs Part 2 (Architecture).mp4 107.0 MB
  347. 09. Natural Lang Processing/349 NN LSTMs Part 3 (Deep Dive).mp4 28.3 MB
  348. 09. Natural Lang Processing/350 NN LSTMs Part 4 Pointwise Operation.mp4 34.7 MB
  349. 09. Natural Lang Processing/351 NN LSTMs Part 5 (forget gate).mp4 61.8 MB
  350. 09. Natural Lang Processing/352 NN LSTMs Part 6 (inpute gate).mp4 115.0 MB
  351. 09. Natural Lang Processing/353 NN LSTMs Part 7 (output gate).mp4 49.5 MB
  352. 09. Natural Lang Processing/354 NN LSTMs Part 8 (Practicals #1).mp4 219.8 MB
  353. 09. Natural Lang Processing/355 NN LSTMs Part 9 (Practicals #2).mp4 90.1 MB
  354. 09. Natural Lang Processing/356 NN LSTMs Part 10 (Practicals #3).mp4 112.5 MB
  355. 09. Natural Lang Processing/357 NN GRU Part 1.mp4 19.8 MB
  356. 09. Natural Lang Processing/358 NN GRU Part 2.mp4 146.2 MB
  357. 09. Natural Lang Processing/359 NN GRU Part 3 (reset gate).mp4 41.3 MB
  358. 09. Natural Lang Processing/360 NN GRU Part 4 (update gate).mp4 44.6 MB
  359. 09. Natural Lang Processing/361 NN GRU Part 5 (Practicals).mp4 105.5 MB
  360. 09. Natural Lang Processing/362 NN Bi-Directional LSTMs.mp4 116.3 MB
  361. 10. Transformers, Gen AI/364 Transformer Types.mp4 127.4 MB
  362. 10. Transformers, Gen AI/365 Introduction to Transformers.mp4 145.8 MB
  363. 10. Transformers, Gen AI/366 Self Attention.mp4 125.4 MB
  364. 10. Transformers, Gen AI/367 Encoder Architecture.mp4 48.0 MB
  365. 10. Transformers, Gen AI/368 Contextual Embeddings.mp4 30.2 MB
  366. 10. Transformers, Gen AI/369 Decoder Architecture.mp4 31.4 MB
  367. 10. Transformers, Gen AI/370 Introduction to BERT.mp4 72.1 MB
  368. 10. Transformers, Gen AI/371 Configurations of BERT.mp4 25.4 MB
  369. 10. Transformers, Gen AI/372 BERT Fine Tuning.mp4 21.3 MB
  370. 10. Transformers, Gen AI/373 BERT Pre Tuning (Masked LM).mp4 50.1 MB
  371. 10. Transformers, Gen AI/374 BERT Input Embeddings.mp4 62.1 MB
  372. 10. Transformers, Gen AI/375 ARLM vs AELM.mp4 43.4 MB
  373. 10. Transformers, Gen AI/376 RoBERTa.mp4 60.4 MB
  374. 10. Transformers, Gen AI/377 DistilBERT.mp4 92.4 MB
  375. 10. Transformers, Gen AI/378 AlBERT.mp4 112.4 MB
  376. 10. Transformers, Gen AI/379 Introduction to GPT (Decoder Only).mp4 30.5 MB
  377. 10. Transformers, Gen AI/380 GPT Architecture.mp4 27.7 MB
  378. 10. Transformers, Gen AI/381 GPT Masked Multi Head Attention.mp4 86.0 MB
  379. 10. Transformers, Gen AI/382 GPT Blocks.mp4 48.9 MB
  380. 10. Transformers, Gen AI/383 GPT Training.mp4 54.6 MB
  381. 10. Transformers, Gen AI/385 LLM Basics Context Window.mp4 56.2 MB
  382. 10. Transformers, Gen AI/386 LLM Basics Prompt.mp4 63.9 MB
  383. 10. Transformers, Gen AI/387 LLM Basics Prompt Engineering.mp4 119.9 MB
  384. 10. Transformers, Gen AI/388 LLM Basics Prompt Tuning.mp4 57.1 MB
  385. 10. Transformers, Gen AI/389 LLM Basics Prompt Structures.mp4 106.9 MB
  386. 10. Transformers, Gen AI/390 RAGs Introduction to RAG.mp4 5.7 MB
  387. 10. Transformers, Gen AI/391 RAGs What and Why.mp4 119.2 MB
  388. 10. Transformers, Gen AI/392 RAGs Use Cases.mp4 138.8 MB
  389. 10. Transformers, Gen AI/393 RAGs Paper Explanation.mp4 53.3 MB
  390. 10. Transformers, Gen AI/394 RAGs Architecture Explanation.mp4 106.5 MB
  391. 10. Transformers, Gen AI/395 RAGs Detailed Architect Walk-thru.mp4 74.8 MB
  392. 10. Transformers, Gen AI/396 RAGs Practical Use Cases.mp4 256.5 MB
  393. 10. Transformers, Gen AI/397 LangChain.mp4 83.3 MB
  394. 10. Transformers, Gen AI/398 Intro Prompt Engineering.mp4 81.0 MB
  395. 10. Transformers, Gen AI/399 Types of Prompting.mp4 90.4 MB
  396. 10. Transformers, Gen AI/400 Few Shot Limitations.mp4 50.7 MB
  397. 10. Transformers, Gen AI/401 Chain of Thoughts Prompting.mp4 45.0 MB
  398. 10. Transformers, Gen AI/402 Vector Databases.mp4 86.4 MB
  399. 10. Transformers, Gen AI/403 Vector Database vs Vector Index.mp4 60.8 MB
  400. 10. Transformers, Gen AI/404 How Vector Databases works.mp4 72.1 MB
  401. 10. Transformers, Gen AI/405 Vector Database (Practicals).mp4 260.8 MB
  402. 10. Transformers, Gen AI/406 LSH.mp4 85.4 MB
  403. 10. Transformers, Gen AI/407 Model Overview Ollama.mp4 310.6 MB
  404. 10. Transformers, Gen AI/408 Getting Started Ollama.mp4 317.0 MB
  405. 10. Transformers, Gen AI/409 Model Testing Ollama.mp4 384.5 MB
  406. 10. Transformers, Gen AI/410 Python Implementation Ollama.mp4 131.6 MB
  407. 10. Transformers, Gen AI/411 RAG Systems Ollama.mp4 69.0 MB
  408. 10. Transformers, Gen AI/412 RAG Systems (Practicals) Ollama.mp4 219.3 MB
  409. 10. Transformers, Gen AI/413 Model Overview LLM APIs.mp4 198.6 MB
  410. 10. Transformers, Gen AI/414 RAG Systems with xAI LLM APIs.mp4 34.1 MB
  411. 10. Transformers, Gen AI/415 RAG Sys w xAI (Practicals) LLM APIs.mp4 141.5 MB
  412. 11. Gen AI (Adv)/416 Deployment Basics.mp4 27.4 MB
  413. 11. Gen AI (Adv)/417 Introduction to Flask.mp4 72.2 MB
  414. 11. Gen AI (Adv)/418 Flask Basic App.mp4 88.4 MB
  415. 11. Gen AI (Adv)/419 Model Building (Breast Cancer Predict).mp4 135.8 MB
  416. 11. Gen AI (Adv)/420 Flask App (Breast Cancer Prediction).mp4 187.8 MB
  417. 11. Gen AI (Adv)/421 AWS.mp4 58.9 MB
  418. 11. Gen AI (Adv)/422 AWS Deploy (Breast Cancer Predict).mp4 238.2 MB
  419. 11. Gen AI (Adv)/423 Introduction to Data Engineering.mp4 3.3 MB
  420. 11. Gen AI (Adv)/424 What is ETL.mp4 39.3 MB
  421. 12. ML DL Deployment/425 ETL Tools.mp4 25.1 MB
  422. 12. ML DL Deployment/426 What is Data Warehouse.mp4 26.6 MB
  423. 12. ML DL Deployment/427 Benefits of Data Warehouse.mp4 18.9 MB
  424. 12. ML DL Deployment/428 Data Warehouse Structure.mp4 19.1 MB
  425. 12. ML DL Deployment/429 Why do we need Staging.mp4 30.4 MB
  426. 12. ML DL Deployment/430 What are Data Marts.mp4 11.8 MB
  427. 12. ML DL Deployment/431 Data Lake.mp4 22.4 MB
  428. 13. Data Engineer Basics/432 Data lake vs Data Warehouse.mp4 28.5 MB
  429. 13. Data Engineer Basics/433 Elements of Datalake.mp4 14.6 MB
  430. 13. Data Engineer Basics/434 ChatScholar (EdTech Project).mp4 399.7 MB
  431. 13. Data Engineer Basics/435 Research RAG Chatbot.mp4 295.1 MB
  432. 13. Data Engineer Basics/436 Auto AI Claims Processing - Gen AI.mp4 403.9 MB
  433. 13. Data Engineer Basics/437 PDF RAG(s) Chatbot Web Scrape Data.mp4 309.7 MB
  434. 13. Data Engineer Basics/438 AI Career Coach Part 1.mp4 94.0 MB
  435. 13. Data Engineer Basics/439 AI Career Coach Part 2.mp4 112.5 MB
  436. 13. Data Engineer Basics/440 AI Career Coach Part 3.mp4 223.2 MB
  437. 13. Data Engineer Basics/441 Sustainability Chatbot (GROK AI).mp4 379.5 MB
  438. 13. Data Engineer Basics/442 ML Interview Prep.mp4 49.2 MB
  439. 14. Gen AI Projects/443 ML Interview #1.mp4 178.0 MB
  440. 14. Gen AI Projects/444 ML Interview #2.mp4 205.0 MB
  441. 14. Gen AI Projects/445 ML Interview #3.mp4 145.7 MB
  442. 14. Gen AI Projects/446 ML Interview #4.mp4 143.2 MB
  443. 14. Gen AI Projects/447 ML Interview #5.mp4 98.4 MB
  444. 14. Gen AI Projects/448 ML Interview #6.mp4 151.3 MB
  445. 14. Gen AI Projects/449 ML Interview #7.mp4 117.3 MB
  446. 14. Gen AI Projects/450 ML Interview #8.mp4 137.4 MB
  447. 15. Interview Prep (New)/451 ML Interview #9.mp4 182.6 MB
  448. 15. Interview Prep (New)/452 ML Interview #10.mp4 136.4 MB
  449. 15. Interview Prep (New)/453 DL Interview #1.mp4 162.6 MB
  450. 15. Interview Prep (New)/454 DL Interview #2.mp4 110.6 MB
  451. 15. Interview Prep (New)/455 DL Interview #3.mp4 94.5 MB
  452. 15. Interview Prep (New)/456 DL Interview #4.mp4 102.5 MB
  453. 15. Interview Prep (New)/457 DL Interview #5.mp4 118.7 MB
  454. 15. Interview Prep (New)/458 DL Interview #6.mp4 148.4 MB
  455. 15. Interview Prep (New)/459 DL Interview #7.mp4 55.1 MB
  456. 15. Interview Prep (New)/460 DL Interview #8.mp4 140.0 MB
  457. 15. Interview Prep (New)/461 DL Interview #9.mp4 58.6 MB
  458. 15. Interview Prep (New)/462 DL Interview #10.mp4 136.6 MB
  459. 15. Interview Prep (New)/463 Gen AI Interview #1.mp4 76.8 MB
  460. 15. Interview Prep (New)/464 Gen AI Interview #2.mp4 90.5 MB
  461. 15. Interview Prep (New)/465 Gen AI Interview #3.mp4 157.7 MB
  462. 15. Interview Prep (New)/466 Gen AI Interview #4.mp4 126.8 MB
  463. 15. Interview Prep (New)/467 Gen AI Interview #5.mp4 122.9 MB
  464. 15. Interview Prep (New)/468 Gen AI Interview #6.mp4 144.1 MB
  465. 15. Interview Prep (New)/469 Gen AI Interview #7.mp4 116.4 MB
  466. 15. Interview Prep (New)/470 Gen AI Interview #8.mp4 150.2 MB
  467. 15. Interview Prep (New)/471 Gen AI Interview #9.mp4 149.2 MB
  468. 15. Interview Prep (New)/472 Gen AI Interview #10.mp4 156.0 MB
  469. 15. Interview Prep (New)/473 Gen AI Interview #2.mp4 90.5 MB
  470. 15. Interview Prep (New)/474 Gen AI Interview #3.mp4 157.7 MB
  471. 15. Interview Prep (New)/475 Gen AI Interview #4.mp4 126.8 MB
  472. 15. Interview Prep (New)/476 Gen AI Interview #5.mp4 122.9 MB
  473. 15. Interview Prep (New)/477 Gen AI Interview #6.mp4 144.1 MB
  474. 15. Interview Prep (New)/478 Gen AI Interview #7.mp4 116.4 MB
  475. 15. Interview Prep (New)/479 Gen AI Interview #8.mp4 150.2 MB
  476. 15. Interview Prep (New)/480 Gen AI Interview #9.mp4 149.2 MB
  477. 15. Interview Prep (New)/481 Gen AI Interview #10.mp4 156.0 MB
  478. 2025 Data Science & AI Masters From Python To Gen AI ~ Udemy - Satyajit Pattnaiko.txt 228 bytes

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