21.94 GB | 34min 28s | mkv | 1920X1080 | 16:9
Genre:eLearning |Language:English
Files Included :
FileName :1 Welcome Page.mkv | Size: (34.42 MB)
FileName :5 Let s install Python together.mkv | Size: (102.61 MB)
FileName :6 Google Colab what s that.mkv | Size: (14.27 MB)
FileName :7 Let s leverage chatGPT for help.mkv | Size: (19.58 MB)
FileName :8 Introduction to Python.mkv | Size: (20.89 MB)
FileName :9 Variables Keywords.mkv | Size: (88.9 MB)
FileName :10 Datatypes Operators.mkv | Size: (92.94 MB)
FileName :11 Lists.mkv | Size: (124.21 MB)
FileName :12 Tuples.mkv | Size: (108.06 MB)
FileName :13 Sets.mkv | Size: (52.55 MB)
FileName :14 Dictionary.mkv | Size: (84.98 MB)
FileName :15 Loops Iterations.mkv | Size: (76.58 MB)
FileName :16 Functions.mkv | Size: (105.84 MB)
FileName :17 Map Reduce Filter.mkv | Size: (145.85 MB)
FileName :18 File Handling.mkv | Size: (93.75 MB)
FileName :19 Control Structures.mkv | Size: (38.5 MB)
FileName :20 OOPs.mkv | Size: (106.76 MB)
FileName :21 NumPy.mkv | Size: (135.07 MB)
FileName :22 Pandas.mkv | Size: (220.58 MB)
FileName :23 Data Visualization.mkv | Size: (28.65 MB)
FileName :24 Matplotlib.mkv | Size: (148.72 MB)
FileName :25 Seaborn.mkv | Size: (120.54 MB)
FileName :27 Introduction.mkv | Size: (16.68 MB)
FileName :28 Types of Data Agenda.mkv | Size: (1.38 MB)
FileName :29 Descriptive Stats.mkv | Size: (35.59 MB)
FileName :30 Inferential Stats.mkv | Size: (5.88 MB)
FileName :31 Qualitative Data.mkv | Size: (21.55 MB)
FileName :32 Quantitative Data.mkv | Size: (8.95 MB)
FileName :33 Sampling Techniques Agenda.mkv | Size: (3.16 MB)
FileName :35 Why Sampling is important.mkv | Size: (7.11 MB)
FileName :36 Types of Sampling.mkv | Size: (8.72 MB)
FileName :37 Cluster Random Sampling.mkv | Size: (11.77 MB)
FileName :38 Probability Sampling.mkv | Size: (16.35 MB)
FileName :39 Non probability sampling.mkv | Size: (13.25 MB)
FileName :40 Population Sampling.mkv | Size: (24.2 MB)
FileName :41 Why n 1 and not n.mkv | Size: (13.11 MB)
FileName :42 Descriptive Analytics Agenda.mkv | Size: (2.18 MB)
FileName :43 Measures of Central Tendency.mkv | Size: (3.76 MB)
FileName :44 Mean.mkv | Size: (11.76 MB)
FileName :45 Median.mkv | Size: (15.08 MB)
FileName :46 Mode.mkv | Size: (11.64 MB)
FileName :47 Measures of Dispersion.mkv | Size: (9.22 MB)
FileName :48 Range.mkv | Size: (3.34 MB)
FileName :49 IQR.mkv | Size: (8.3 MB)
FileName :50 Variance Standard Deviation.mkv | Size: (23.54 MB)
FileName :51 Mean Deviation.mkv | Size: (8 MB)
FileName :52 Probability Agenda.mkv | Size: (2 MB)
FileName :53 Probability.mkv | Size: (17.21 MB)
FileName :54 Addition Rule.mkv | Size: (19.44 MB)
FileName :55 Independent Events.mkv | Size: (10.88 MB)
FileName :56 Cumulative Probability.mkv | Size: (12.82 MB)
FileName :57 Conditional Probability.mkv | Size: (28.63 MB)
FileName :58 Bayes Theorem 1.mkv | Size: (4.15 MB)
FileName :59 Bayes Theorem 2.mkv | Size: (10.57 MB)
FileName :60 Probability Distrubution Agenda.mkv | Size: (4.29 MB)
FileName :61 Uniform Distribution.mkv | Size: (18.81 MB)
FileName :62 Binomial Distribution.mkv | Size: (29.68 MB)
FileName :63 Poisson Distribution.mkv | Size: (7.81 MB)
FileName :64 Normal Distribution Part 1.mkv | Size: (32.52 MB)
FileName :65 Normal Distribution Part 2.mkv | Size: (15.34 MB)
FileName :66 Skewness.mkv | Size: (10.53 MB)
FileName :67 Kurtosis.mkv | Size: (6.17 MB)
FileName :68 Calculating Probability with Z score for Normal Distribution Part 1.mkv | Size: (21.35 MB)
FileName :69 Calculating Probability with Z score for Normal Distribution Part 2.mkv | Size: (26.23 MB)
FileName :70 Calculating Probability with Z score for Normal Distribution Part 3.mkv | Size: (12.91 MB)
FileName :71 Covariance Correlation Agenda.mkv | Size: (1.18 MB)
FileName :72 Covariance.mkv | Size: (20.62 MB)
FileName :73 Correlation.mkv | Size: (34.13 MB)
FileName :74 Covariance VS Correlation.mkv | Size: (11.14 MB)
FileName :75 Hypothesis Testing.mkv | Size: (25.2 MB)
FileName :76 Tailed Tests.mkv | Size: (8.39 MB)
FileName :77 p value.mkv | Size: (13.51 MB)
FileName :78 Types of Test.mkv | Size: (10.76 MB)
FileName :79 T Test.mkv | Size: (20.88 MB)
FileName :80 Z Test.mkv | Size: (28 MB)
FileName :81 Chi Square Test.mkv | Size: (28.6 MB)
FileName :82 ANOVA.mkv | Size: (31.31 MB)
FileName :83 Correlation Test Practicals.mkv | Size: (18.25 MB)
FileName :100 Types of Data.mkv | Size: (4.52 MB)
FileName :101 Types of Analysis.mkv | Size: (4.79 MB)
FileName :102 Univariate Analysis.mkv | Size: (21.21 MB)
FileName :103 Bivariate Analysis.mkv | Size: (14.49 MB)
FileName :104 Multivariate Analysis.mkv | Size: (2.32 MB)
FileName :105 Numerical Analysis.mkv | Size: (8.26 MB)
FileName :106 Analysis Practicals.mkv | Size: (106.05 MB)
FileName :107 Derived Metrics.mkv | Size: (11 MB)
FileName :108 Feature Binning Theory.mkv | Size: (17.94 MB)
FileName :109 Feature Binning Practicals.mkv | Size: (32.99 MB)
FileName :110 Feature Encoding Theory.mkv | Size: (34.51 MB)
FileName :111 Feature Encoding Practicals.mkv | Size: (94.87 MB)
FileName :112 Case Study.mkv | Size: (31.95 MB)
FileName :113 Data Exploration.mkv | Size: (73.67 MB)
FileName :114 Data Cleaning.mkv | Size: (33.22 MB)
FileName :115 Univariate Analysis.mkv | Size: (43.63 MB)
FileName :116 Bivariate Analysis Part 1.mkv | Size: (65.13 MB)
FileName :117 Bivariate Analysis Part 2.mkv | Size: (24.6 MB)
FileName :118 EDA Report.mkv | Size: (17.1 MB)
FileName :85 DA DS Processes.mkv | Size: (9.92 MB)
FileName :86 What is EDA.mkv | Size: (13.71 MB)
FileName :87 Visualization.mkv | Size: (13.2 MB)
FileName :88 Agenda.mkv | Size: (6.18 MB)
FileName :89 Steps involved in EDA Data Sourcing.mkv | Size: (12.07 MB)
FileName :90 Steps involved in EDA Data Cleaning.mkv | Size: (13.24 MB)
FileName :91 Handle Missing Values Theory.mkv | Size: (30.22 MB)
FileName :92 Handle Missing Values Practicals.mkv | Size: (49.9 MB)
FileName :93 Feature Scaling Theory.mkv | Size: (29.6 MB)
FileName :94 Standardization Example.mkv | Size: (9.68 MB)
FileName :95 Normalization Example.mkv | Size: (5.82 MB)
FileName :96 Feature Scaling Practicals.mkv | Size: (59.26 MB)
FileName :97 Outlier Treatment Theory.mkv | Size: (25.75 MB)
FileName :98 Outlier Treatment Practicals.mkv | Size: (48.02 MB)
FileName :99 Invalid Data.mkv | Size: (23.75 MB)
FileName :120 Installation.mkv | Size: (11.53 MB)
FileName :121 Data Architecture File server vs client server.mkv | Size: (44.66 MB)
FileName :122 Introduction to SQL.mkv | Size: (47.66 MB)
FileName :123 Constraints in SQL.mkv | Size: (90.93 MB)
FileName :124 Table Basics DDLs.mkv | Size: (133.5 MB)
FileName :125 Table Basics DQLs.mkv | Size: (117.24 MB)
FileName :126 Table Basics DMLs.mkv | Size: (216.68 MB)
FileName :127 Joins.mkv | Size: (193.25 MB)
FileName :128 Data Import Export.mkv | Size: (199.68 MB)
FileName :129 Aggregation Functions.mkv | Size: (76.35 MB)
FileName :130 String functions.mkv | Size: (104.56 MB)
FileName :131 Date Time Functions.mkv | Size: (84.61 MB)
FileName :132 Regular Expressions.mkv | Size: (61.06 MB)
FileName :133 Nested Queries.mkv | Size: (88.79 MB)
FileName :134 Views.mkv | Size: (77.71 MB)
FileName :135 Stored Procedures.mkv | Size: (162.71 MB)
FileName :136 Windows Function.mkv | Size: (170.6 MB)
FileName :137 SQL Python connectivity.mkv | Size: (144.14 MB)
FileName :138 Agenda.mkv | Size: (5.29 MB)
FileName :139 Introduction to ML.mkv | Size: (12.12 MB)
FileName :140 Types of ML.mkv | Size: (41.84 MB)
FileName :141 Use Cases Part 1.mkv | Size: (6.63 MB)
FileName :142 Use Cases Part 2.mkv | Size: (3.32 MB)
FileName :143 Pre Requisites Features.mkv | Size: (45.42 MB)
FileName :144 Pre Requisites Train Test Split.mkv | Size: (54.06 MB)
FileName :145 Pre Requisites Feature Scaling.mkv | Size: (29.6 MB)
FileName :146 Pre Requisites Standardization Example.mkv | Size: (9.67 MB)
FileName :147 Pre Requisites Normalization Example.mkv | Size: (5.83 MB)
FileName :148 Pre Requisites Feature Encoding.mkv | Size: (34.57 MB)
FileName :149 Pre Requisites Feature Encoding Practicals.mkv | Size: (30.68 MB)
FileName :150 Regression Introduction to Regression Models.mkv | Size: (16.09 MB)
FileName :151 Regression Regression Metrics.mkv | Size: (61.54 MB)
FileName :152 Regression Regression Metrics Practicals.mkv | Size: (44.97 MB)
FileName :153 Regression Simple Linear Regression.mkv | Size: (24.2 MB)
FileName :154 Regression Multiple Linear Regression.mkv | Size: (21.11 MB)
FileName :155 Regression Linear Regression Practicals.mkv | Size: (135.64 MB)
FileName :156 Regression Multiple Linear Regression Practicals.mkv | Size: (43.01 MB)
FileName :157 Regression Polynomial Regression.mkv | Size: (16.61 MB)
FileName :158 Regression Polynomial Regression Practicals.mkv | Size: (80.16 MB)
FileName :159 Regression Bias Variance Tradeoff.mkv | Size: (13.09 MB)
FileName :160 Regression Ridge Regression.mkv | Size: (23.95 MB)
FileName :161 Regression Lasso Regression.mkv | Size: (20.55 MB)
FileName :162 Regression Lasso Ridge Regression Practicals.mkv | Size: (149.26 MB)
FileName :163 Classification Introduction to Classification.mkv | Size: (17.09 MB)
FileName :164 Classification Types of Classification.mkv | Size: (10.45 MB)
FileName :165 Classification Log Loss.mkv | Size: (25.95 MB)
FileName :166 Classification Confusion Matrix.mkv | Size: (27.77 MB)
FileName :167 Classification AUC ROC Curve.mkv | Size: (18.73 MB)
FileName :168 Classification Classification Report.mkv | Size: (18.15 MB)
FileName :169 Classification kNN Classifier.mkv | Size: (33.27 MB)
FileName :170 Classification kNN Classifier Example.mkv | Size: (34.91 MB)
FileName :171 Classification Practicals Part 1.mkv | Size: (51.29 MB)
FileName :172 Classification kNN Classifier Practicals.mkv | Size: (60.67 MB)
FileName :173 Classification Decision Tree.mkv | Size: (29.93 MB)
FileName :174 Classification Decision Tree Entropy based.mkv | Size: (43.21 MB)
FileName :175 Classification Decision Tree gini based.mkv | Size: (38.92 MB)
FileName :176 Classification Decision Tree Practicals.mkv | Size: (35.78 MB)
FileName :177 Classification Decision Tree Visualizing.mkv | Size: (79.74 MB)
FileName :178 Classification Random Forest Classifier.mkv | Size: (19.12 MB)
FileName :179 Classification Random Forest Classifier Practicals.mkv | Size: (25.98 MB)
FileName :180 Classification Naive Bayes Classifier.mkv | Size: (47.37 MB)
FileName :181 Classification SVM Classifier Part 1.mkv | Size: (31.71 MB)
FileName :182 Classification SVM Classifier Part 2.mkv | Size: (25.04 MB)
FileName :183 Classification Logistic Regression.mkv | Size: (51.5 MB)
FileName :184 Classification Practicals so far.mkv | Size: (102.3 MB)
FileName :185 Classification Issues in Classification Part 1.mkv | Size: (18.37 MB)
FileName :186 Classification Issues in Classification Part 2.mkv | Size: (33.82 MB)
FileName :187 Classification Project.mkv | Size: (151.6 MB)
FileName :188 Ensemble Introduction to Ensemble Learning.mkv | Size: (47.16 MB)
FileName :189 Ensemble Bagging.mkv | Size: (22.73 MB)
FileName :190 Ensemble Bagging vs Random Forest.mkv | Size: (55.41 MB)
FileName :191 Ensemble Bagging Practicals 1.mkv | Size: (111.77 MB)
FileName :192 Ensemble Bagging Practicals 2.mkv | Size: (82.19 MB)
FileName :193 Ensemble Boosting.mkv | Size: (17.42 MB)
FileName :194 Ensemble Ada Boost.mkv | Size: (39.02 MB)
FileName :195 Ensemble Gradient Boost.mkv | Size: (9 MB)
FileName :196 Ensemble CF vs LF.mkv | Size: (19.22 MB)
FileName :197 Ensemble Cross Entropy.mkv | Size: (9.58 MB)
FileName :198 Ensemble Xtreme Gradient Boosting XGB.mkv | Size: (37.74 MB)
FileName :199 Ensemble Project.mkv | Size: (107.38 MB)
FileName :200 Clustering Introduction to Clustering.mkv | Size: (35.6 MB)
FileName :201 Clustering kMeans Clustering.mkv | Size: (43.52 MB)
FileName :202 Clustering kMeans Clustering Practicals.mkv | Size: (61.54 MB)
FileName :203 Clustering Hierarchical Clustering.mkv | Size: (29.7 MB)
FileName :204 Clustering Hierarchical Clustering Practicals.mkv | Size: (49.63 MB)
FileName :205 Clustering Mean Shift Clustering.mkv | Size: (35.51 MB)
FileName :206 Feature Engineering Introduction.mkv | Size: (33.16 MB)
FileName :207 Feature Engineering RFE and SFS.mkv | Size: (11.24 MB)
FileName :208 Feature Engineering RFE Practicals.mkv | Size: (93.63 MB)
FileName :209 Feature Engineering Successive Feature Selection.mkv | Size: (94.12 MB)
FileName :210 Feature Engineering Chi Square.mkv | Size: (12.6 MB)
FileName :211 Feature Engineering Chi Square Practicals.mkv | Size: (27.65 MB)
FileName :212 Feature Engineering Principal Component Analysis.mkv | Size: (104.06 MB)
FileName :213 Feature Engineering Principal Component Analysis Practicals.mkv | Size: (37.67 MB)
FileName :214 Feature Engineering Linear Discriminant Analysis.mkv | Size: (22.98 MB)
FileName :215 Feature Engineering Linear Discriminant Analysis Practicals.mkv | Size: (44.21 MB)
FileName :216 Feature Engineering kPCA QDA.mkv | Size: (26.37 MB)
FileName :217 Feature Engineering kPCA QDA Practicals.mkv | Size: (30.56 MB)
FileName :218 Hyper Parameter Optimization Basics.mkv | Size: (28.91 MB)
FileName :219 Hyper Parameter Optimization Manual HPO.mkv | Size: (16.14 MB)
FileName :220 Hyper Parameter Optimization GridSearch vs RandomizedSearch.mkv | Size: (33.05 MB)
FileName :221 Hyper Parameter Optimization Manual HPO Practicals.mkv | Size: (84.23 MB)
FileName :222 Hyper Parameter Optimization RandomizedSearchCV Practicals.mkv | Size: (65.73 MB)
FileName :223 Hyper Parameter Optimization GridSearchCV Practicals.mkv | Size: (29.5 MB)
FileName :224 Introduction to TSA.mkv | Size: (8.6 MB)
FileName :225 Time Series vs Regression.mkv | Size: (32.69 MB)
FileName :226 Time Series Analysis.mkv | Size: (5.75 MB)
FileName :227 Anomaly Detection.mkv | Size: (12.28 MB)
FileName :228 Components of Time Series.mkv | Size: (18.59 MB)
FileName :229 Decomposition.mkv | Size: (3.33 MB)
FileName :230 Decomposition Practicals.mkv | Size: (24.32 MB)
FileName :231 Additive Multiplicative Decomposition.mkv | Size: (17.07 MB)
FileName :232 Stationarity.mkv | Size: (11.5 MB)
FileName :233 Testing TS Stationarity.mkv | Size: (20.96 MB)
FileName :234 Transformation.mkv | Size: (8.74 MB)
FileName :235 Introduction to Pre Processing.mkv | Size: (7.1 MB)
FileName :236 Handle Missing Value.mkv | Size: (30.14 MB)
FileName :237 Handle Missing Value Practicals.mkv | Size: (48.2 MB)
FileName :238 Outlier Treatment.mkv | Size: (25.81 MB)
FileName :239 3 Sigma Technique.mkv | Size: (48.02 MB)
FileName :240 Feature Scaling.mkv | Size: (29.68 MB)
FileName :241 Feature Scaling Standardization.mkv | Size: (9.65 MB)
FileName :242 Feature Scaling Normalization.mkv | Size: (5.82 MB)
FileName :243 Feature Scaling Practicals.mkv | Size: (59.26 MB)
FileName :244 Feature Encoding.mkv | Size: (34.55 MB)
FileName :245 Feature Encoding Practicals.mkv | Size: (30.69 MB)
FileName :246 Models Algorithms.mkv | Size: (2.53 MB)
FileName :247 Models ARIMA Part 1.mkv | Size: (4.75 MB)
FileName :248 Models ARIMA Part 2.mkv | Size: (13.11 MB)
FileName :249 Models AR Theory.mkv | Size: (16.46 MB)
FileName :250 Models MA Theory.mkv | Size: (18.63 MB)
FileName :251 Models ACF PACF Plots.mkv | Size: (19.05 MB)
FileName :252 Models Find p d q in ARIMA.mkv | Size: (4.79 MB)
FileName :253 Models ARIMA Practicals Part 1.mkv | Size: (41.17 MB)
FileName :254 Models ARIMA Practicals Part 2.mkv | Size: (38.87 MB)
FileName :255 Models ARIMA Final.mkv | Size: (32.8 MB)
FileName :256 Models Decomposition.mkv | Size: (14.6 MB)
FileName :257 Models ACF PACF.mkv | Size: (8.81 MB)
FileName :258 Models Best Transformation.mkv | Size: (34.67 MB)
FileName :259 Models Grid Search Part 1.mkv | Size: (49.01 MB)
FileName :260 Models Grid Search Part 2.mkv | Size: (10.64 MB)
FileName :261 Models Final Model Building.mkv | Size: (41.79 MB)
FileName :262 Models Facebook Prophet Part 1.mkv | Size: (20.37 MB)
FileName :263 Models Facebook Prophet Part 2.mkv | Size: (38.3 MB)
FileName :264 Models Facebook Prophet Part 3.mkv | Size: (26.7 MB)
FileName :265 Models Multi Variate Time Series Analysis.mkv | Size: (19.66 MB)
FileName :266 Models Facebook Prophet Uni vs Multi.mkv | Size: (55.44 MB)
FileName :267 Introduction to Metrics.mkv | Size: (11.05 MB)
FileName :268 Forecasting Evaluation Metrics.mkv | Size: (2.98 MB)
FileName :269 Mean Squarred Error.mkv | Size: (3.09 MB)
FileName :270 Root Mean Squarred Error.mkv | Size: (3.02 MB)
FileName :271 Mean Absolute Percentage Error.mkv | Size: (6.94 MB)
FileName :272 Project 1 Energy Forecasting Part 1.mkv | Size: (10.46 MB)
FileName :273 Project 1 Energy Forecasting Part 2.mkv | Size: (25.51 MB)
FileName :274 Project 1 Energy Forecasting Part 3.mkv | Size: (41.57 MB)
FileName :275 Project 2 Stock Market Prediction Part 1.mkv | Size: (12.87 MB)
FileName :276 Project 2 Stock Market Prediction Part 2.mkv | Size: (21.93 MB)
FileName :277 Project 2 Stock Market Prediction Part 3.mkv | Size: (116.23 MB)
FileName :278 Project 3 Demand Forecasting Part 1.mkv | Size: (12.99 MB)
FileName :279 Project 3 Demand Forecasting Part 2.mkv | Size: (50.37 MB)
FileName :280 Project 3 Demand Forecasting Part 3.mkv | Size: (46.31 MB)
FileName :281 Project 3 Demand Forecasting Part 4.mkv | Size: (5.92 MB)
FileName :282 Project 3 Demand Forecasting Part 5.mkv | Size: (71.95 MB)
FileName :283 Project 3 Demand Forecasting Part 6.mkv | Size: (42.09 MB)
FileName :285 Introduction to Deep Learning.mkv | Size: (4.27 MB)
FileName :286 Understanding Deep Learning.mkv | Size: (22.54 MB)
FileName :287 What is a Neuron.mkv | Size: (38.32 MB)
FileName :288 Activation Functions.mkv | Size: (21.98 MB)
FileName :289 Activation Function Step Function.mkv | Size: (29.6 MB)
FileName :290 Activation Function Linear Function.mkv | Size: (63.39 MB)
FileName :291 Activation Function Sigmoid Function.mkv | Size: (29.38 MB)
FileName :292 Activation Function TanH Function.mkv | Size: (13.22 MB)
FileName :293 Activation Function ReLu Function.mkv | Size: (43.54 MB)
FileName :294 Backpropagation Forward Pass.mkv | Size: (75.5 MB)
FileName :295 Gradient Descent.mkv | Size: (47.81 MB)
FileName :296 Artificial Neural Networks Intuition.mkv | Size: (11.28 MB)
FileName :297 Artificial Neural Networks Practicals.mkv | Size: (55.03 MB)
FileName :298 Artificial Neural Networks Hyper Parameter Optimization.mkv | Size: (50.15 MB)
FileName :299 Convolutional Neural Networks What is CNN.mkv | Size: (30.82 MB)
FileName :300 Convolutional Neural Networks Steps in CNN.mkv | Size: (66.12 MB)
FileName :301 Convolutional Neural Networks Architecture Explained.mkv | Size: (83.84 MB)
FileName :302 Convolutional Neural Networks Image Augmentation.mkv | Size: (72.94 MB)
FileName :303 Convolutional Neural Networks Batch size vs iterations vs epochs.mkv | Size: (45.33 MB)
FileName :304 Convolutional Neural Networks Practicals.mkv | Size: (151.79 MB)
FileName :305 Convolutional Neural Networks Model Summary Parameters.mkv | Size: (50.02 MB)
FileName :306 Convolutional Neural Networks Project X Ray detection.mkv | Size: (113.15 MB)
FileName :307 Recurrent Neural Networks Basics.mkv | Size: (13.54 MB)
FileName :308 Recurrent Neural Networks Types of RNN.mkv | Size: (7.14 MB)
FileName :309 Recurrent Neural Networks Vanishing Gradient Exploding Gradient Problem.mkv | Size: (38.61 MB)
FileName :310 Recurrent Neural Networks LSTMs.mkv | Size: (14.54 MB)
FileName :311 Recurrent Neural Networks LSTMs Practicals.mkv | Size: (34.38 MB)
FileName :312 Pre Trained Models.mkv | Size: (84.92 MB)
FileName :313 Pre Trained Models Practicals.mkv | Size: (105.27 MB)
FileName :314 Pre Trained Models VGG16.mkv | Size: (32.81 MB)
FileName :315 Pre Trained Models MobileNet.mkv | Size: (23.01 MB)
FileName :316 Transfer Learning.mkv | Size: (15.51 MB)
FileName :317 Project Pneumonia Detection from X Ray Images.mkv | Size: (62.79 MB)
FileName :319 Intro to NLP Introduction.mkv | Size: (22.89 MB)
FileName :320 Intro to NLP Introduction continued.mkv | Size: (18.92 MB)
FileName :321 Intro to NLP Key Challenges.mkv | Size: (27.42 MB)
FileName :322 Intro to NLP Linguistics.mkv | Size: (14 MB)
FileName :323 NLP Basics Case Folding.mkv | Size: (12.33 MB)
FileName :324 NLP Basics SCR.mkv | Size: (39.31 MB)
FileName :325 NLP Basics Handling Contractions.mkv | Size: (26.56 MB)
FileName :326 NLP Basics Tokenization.mkv | Size: (20.38 MB)
FileName :327 NLP Basics Stop Word Removal.mkv | Size: (18.44 MB)
FileName :328 NLP Basics nGrams.mkv | Size: (22.72 MB)
FileName :329 NLP Basics Vectorization.mkv | Size: (9.57 MB)
FileName :330 NLP Basics Word Embeddings.mkv | Size: (6.02 MB)
FileName :331 NLP Basics Bag of Words.mkv | Size: (22.18 MB)
FileName :332 NLP Basics Bag of Words Practicals.mkv | Size: (81.8 MB)
FileName :333 NLP Basics TF IDF.mkv | Size: (31.69 MB)
FileName :334 NLP Basics TF IDF Practicals.mkv | Size: (71.44 MB)
FileName :335 NLP Basics Part of Speech Tagging and Named Entity Recognition.mkv | Size: (24.76 MB)
FileName :336 NLP Basics NER Practicals.mkv | Size: (44.18 MB)
FileName :337 Word Embeddings Word2Vec Introduction.mkv | Size: (10.38 MB)
FileName :338 Word Embeddings Word2Vec Part 2.mkv | Size: (6.15 MB)
FileName :339 Word Embeddings Pre Trained Word2Vec.mkv | Size: (34.06 MB)
FileName :340 Word Embeddings Word2Vec Intuition.mkv | Size: (15.79 MB)
FileName :341 Word Embeddings Word2Vec Check X Features.mkv | Size: (29.86 MB)
FileName :342 Word Embeddings Word2Vec CBOW.mkv | Size: (48.92 MB)
FileName :343 Word Embeddings Word2Vec Skip Grams.mkv | Size: (23.01 MB)
FileName :344 Word Embeddings GloVe.mkv | Size: (33.42 MB)
FileName :345 Word Embeddings FastText.mkv | Size: (32.64 MB)
FileName :346 GloVe vs FastTest Practicals 1.mkv | Size: (31.57 MB)
FileName :347 GloVe vs FastTest Practicals 2.mkv | Size: (52.16 MB)
FileName :348 Word Embeddings Cosine Similarity.mkv | Size: (40.33 MB)
FileName :349 Neural Networks LSTMs Part 1.mkv | Size: (30.64 MB)
FileName :350 Neural Networks LSTMs Part 2 Architecture.mkv | Size: (41.43 MB)
FileName :351 Neural Networks LSTMs Part 3 Deep Dive.mkv | Size: (11.77 MB)
FileName :352 Neural Networks LSTMs Part 4 Pointwise Operations.mkv | Size: (15.11 MB)
FileName :353 Neural Networks LSTMs Part 5 forget gate.mkv | Size: (27.22 MB)
FileName :354 Neural Networks LSTMs Part 6 inpute gate.mkv | Size: (49.25 MB)
FileName :355 Neural Networks LSTMs Part 7 output gate.mkv | Size: (23.66 MB)
FileName :356 Neural Networks LSTMs Part 8 Practicals 1.mkv | Size: (99.45 MB)
FileName :357 Neural Networks LSTMs Part 9 Practicals 2.mkv | Size: (39.1 MB)
FileName :358 Neural Networks LSTMs Part 10 Practicals 3.mkv | Size: (60.02 MB)
FileName :359 Neural Networks GRU Part 1.mkv | Size: (8.47 MB)
FileName :360 Neural Networks GRU Part 2.mkv | Size: (60.65 MB)
FileName :361 Neural Networks GRU Part 3 reset gate.mkv | Size: (18.45 MB)
FileName :362 Neural Networks GRU Part 4 update gate.mkv | Size: (19.42 MB)
FileName :363 Neural Networks GRU Part 5 Practicals.mkv | Size: (52.04 MB)
FileName :364 Neural Networks Bi Directional LSTMs.mkv | Size: (48.04 MB)
FileName :366 Transformer Types.mkv | Size: (47.01 MB)
FileName :367 Introduction to Transformers.mkv | Size: (62.45 MB)
FileName :368 Self Attention.mkv | Size: (54.6 MB)
FileName :369 Encoder Architecture.mkv | Size: (15.65 MB)
FileName :370 Contextual Embeddings.mkv | Size: (9.93 MB)
FileName :371 Decoder Architecture.mkv | Size: (11.03 MB)
FileName :372 Introduction to BERT.mkv | Size: (25.01 MB)
FileName :373 Configurations of BERT.mkv | Size: (12.41 MB)
FileName :374 BERT Fine Tuning.mkv | Size: (7.57 MB)
FileName :375 BERT Pre Tuning Masked LM.mkv | Size: (16.5 MB)
FileName :376 BERT Input Embeddings.mkv | Size: (23.01 MB)
FileName :377 ARLM vs AELM.mkv | Size: (17.99 MB)
FileName :378 RoBERTa.mkv | Size: (20.72 MB)
FileName :379 DistilBERT.mkv | Size: (34.45 MB)
FileName :380 AlBERT.mkv | Size: (38.08 MB)
FileName :381 Introduction to GPT Decoder Only.mkv | Size: (10.69 MB)
FileName :382 GPT Architecture.mkv | Size: (9.87 MB)
FileName :383 GPT Masked Multi Head Attention.mkv | Size: (30 MB)
FileName :384 GPT Blocks.mkv | Size: (18.8 MB)
FileName :385 GPT Training.mkv | Size: (19.44 MB)
FileName :387 LLM Basics Context Window.mkv | Size: (21.34 MB)
FileName :388 LLM Basics Prompt.mkv | Size: (29.38 MB)
FileName :389 LLM Basics Prompt Engineering.mkv | Size: (46.74 MB)
FileName :390 LLM Basics Prompt Tuning.mkv | Size: (25.83 MB)
FileName :391 LLM Basics Prompt Structures.mkv | Size: (45.38 MB)
FileName :392 RAGs Introduction to RAG.mkv | Size: (2.24 MB)
FileName :393 RAGs What and Why.mkv | Size: (48.53 MB)
FileName :394 RAGs Use Cases.mkv | Size: (70.14 MB)
FileName :395 RAGs Paper Explanation.mkv | Size: (36.8 MB)
FileName :396 RAGs Architecture Explanation.mkv | Size: (46.28 MB)
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FileName :398 RAGs Practical Use Cases.mkv | Size: (191.46 MB)
FileName :399 LangChain.mkv | Size: (40.81 MB)
FileName :400 Introduction to Prompt Engineering.mkv | Size: (33.36 MB)
FileName :401 Types of Prompting.mkv | Size: (36.42 MB)
FileName :402 Few Shot Limitations.mkv | Size: (22.89 MB)
FileName :403 Chain of Thoughts Prompting.mkv | Size: (19.24 MB)
FileName :404 Vector Databases.mkv | Size: (35.51 MB)
FileName :405 Vector Database vs Vector Index.mkv | Size: (25.46 MB)
FileName :406 How Vector Databases works.mkv | Size: (28.28 MB)
FileName :407 Vector Database Practicals.mkv | Size: (153.96 MB)
FileName :408 LSH.mkv | Size: (34.12 MB)
FileName :409 Model Overview Ollama.mkv | Size: (63.5 MB)
FileName :410 Getting Started Ollama.mkv | Size: (93.86 MB)
FileName :411 Model Testing Ollama.mkv | Size: (177.73 MB)
FileName :412 Python Implementation Ollama.mkv | Size: (40.38 MB)
FileName :413 RAG Systems Ollama.mkv | Size: (26.96 MB)
FileName :414 RAG Systems Practicals Ollama.mkv | Size: (136.92 MB)
FileName :415 Model Overview LLM APIs.mkv | Size: (80.74 MB)
FileName :416 RAG Systems with xAI LLM APIs.mkv | Size: (10.44 MB)
FileName :417 RAG Systems with xAI Practicals LLM APIs.mkv | Size: (89.3 MB)
FileName :418 Introduction to Fine Tuning.mkv | Size: (25.56 MB)
FileName :419 RAGs vs Fine Tuning.mkv | Size: (13.68 MB)
FileName :420 When to use RAGs vs When to use Fine Tuned models.mkv | Size: (24.12 MB)
FileName :421 Fine Tuning.mkv | Size: (24.98 MB)
FileName :422 PEFT and Quantization.mkv | Size: (46.66 MB)
FileName :423 LoRA Phase I Low Rank.mkv | Size: (48.28 MB)
FileName :424 LoRA Phase II Adapters.mkv | Size: (30.61 MB)
FileName :425 LoRA Phase III Low Rank Adapters.mkv | Size: (33.54 MB)
FileName :426 qLoRA Quanitzed Low Rank Adapters.mkv | Size: (26.77 MB)
FileName :428 Introduction to RAG Evaluation.mkv | Size: (15.83 MB)
FileName :429 N Gram Metrics BLEU.mkv | Size: (28.06 MB)
FileName :430 N Gram Metrics ROUGE.mkv | Size: (21.98 MB)
FileName :431 N Gram Metrics METEOR.mkv | Size: (11.46 MB)
FileName :432 Intrinsic Metrics PPL Score.mkv | Size: (47.21 MB)
FileName :433 Intrinsic Metrics PPL Score Practicals.mkv | Size: (35.23 MB)
FileName :434 Model based Metrics BARTScore vs BERTScore.mkv | Size: (28.88 MB)
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FileName :436 PRACTICALS Rag Evaluation by RAGAS.mkv | Size: (192.17 MB)
FileName :437 PRACTICALS Rag Evaluation by BLEU ROUGE.mkv | Size: (69.68 MB)
FileName :438 PRACTICALS Rag Evaluation by BERTScore BARTScore.mkv | Size: (104.23 MB)
FileName :440 Introduction.mkv | Size: (46.08 MB)
FileName :441 Agentic AI Examples.mkv | Size: (27.7 MB)
FileName :442 What are Tools.mkv | Size: (16.34 MB)
FileName :443 LangChain Built in tools.mkv | Size: (44.28 MB)
FileName :444 Custom Tools using Tool Decorator.mkv | Size: (42.88 MB)
FileName :445 Custom Tools using StructuredTool.mkv | Size: (11.13 MB)
FileName :446 Custom Tools using BaseTool.mkv | Size: (16.01 MB)
FileName :447 LangChain Toolkits.mkv | Size: (21.65 MB)
FileName :448 LangChain Tool Calling Part 1.mkv | Size: (3.19 MB)
FileName :449 LangChain Tool Calling Part 2.mkv | Size: (53.63 MB)
FileName :450 Tool Execution.mkv | Size: (45.21 MB)
FileName :451 Currency Conversion Tool Mini Project.mkv | Size: (167.52 MB)
FileName :452 Travel Planning Agent Part 1.mkv | Size: (32.56 MB)
FileName :453 Travel Planning Agent Part 2.mkv | Size: (40.45 MB)
FileName :454 Travel Planning Agent Part 3.mkv | Size: (15.51 MB)
FileName :455 AI Agent Practicals.mkv | Size: (50.74 MB)
FileName :456 AI Agent Code Explanation and Theory Part 1.mkv | Size: (22.94 MB)
FileName :457 AI Agent Code Explanation and Theory Part 2.mkv | Size: (32.49 MB)
FileName :458 Introduction to n8n.mkv | Size: (12.3 MB)
FileName :459 n8n Templates.mkv | Size: (6.08 MB)
FileName :460 n8n Tool Demo.mkv | Size: (19.57 MB)
FileName :461 n8n Project Overview.mkv | Size: (26.23 MB)
FileName :462 n8n Workflow Overview.mkv | Size: (88.94 MB)
FileName :463 n8n Workflow from Scratch.mkv | Size: (138.56 MB)
FileName :464 Deployment Basics.mkv | Size: (12.07 MB)
FileName :465 Introduction to Flask.mkv | Size: (33.46 MB)
FileName :466 Flask Basic App.mkv | Size: (46.47 MB)
FileName :467 Model Building Breast Cancer Prediction.mkv | Size: (65.86 MB)
FileName :468 Flask App Breast Cancer Prediction.mkv | Size: (90.82 MB)
FileName :469 AWS.mkv | Size: (24.89 MB)
FileName :470 AWS Deployment Breast Cancer Prediction.mkv | Size: (124.88 MB)
FileName :471 Introduction to Data Engineering.mkv | Size: (1.3 MB)
FileName :472 What is ETL.mkv | Size: (15.08 MB)
FileName :473 ETL Tools.mkv | Size: (9.39 MB)
FileName :474 What is Data Warehouse.mkv | Size: (10.69 MB)
FileName :475 Benefits of Data Warehouse.mkv | Size: (7.72 MB)
FileName :476 Data Warehouse Structure.mkv | Size: (8.33 MB)
FileName :477 Why do we need Staging.mkv | Size: (11.92 MB)
FileName :478 What are Data Marts.mkv | Size: (4.18 MB)
FileName :479 Data Lake.mkv | Size: (7.38 MB)
FileName :480 Data lake vs Data Warehouse.mkv | Size: (11.88 MB)
FileName :481 Elements of Datalake.mkv | Size: (5.99 MB)
FileName :482 Introduction the Project.mkv | Size: (19.32 MB)
FileName :483 Data Understanding.mkv | Size: (34.74 MB)
FileName :484 Architecture Diagram.mkv | Size: (20.4 MB)
FileName :485 Running the base CNN2d model.mkv | Size: (50.75 MB)
FileName :486 Base CNN2d model 10 epochs.mkv | Size: (11.1 MB)
FileName :487 Base CNN2d model 20 epochs.mkv | Size: (3.71 MB)
FileName :488 Hit Trial 1.mkv | Size: (19.58 MB)
FileName :489 Hit Trial 2.mkv | Size: (23.01 MB)
FileName :490 Hit Trial 3.mkv | Size: (7.32 MB)
FileName :491 Transfer Learning MobileNetV2.mkv | Size: (38.29 MB)
FileName :492 Transfer Learning MobileNetV2 20 epochs.mkv | Size: (12.6 MB)
FileName :493 Transfer Learning MobileNetV2 20 epochs output.mkv | Size: (8.25 MB)
FileName :494 Transfer Learning EfficientNetB0.mkv | Size: (50.74 MB)
FileName :495 Transfer Learning EfficientNetB0 Hyper Parameter Optimization.mkv | Size: (53.72 MB)
FileName :496 Transfer Learning EfficientNetB0 HPO Results.mkv | Size: (7.49 MB)
FileName :497 Convert to Streamlit App.mkv | Size: (97.98 MB)
FileName :498 Streamlit Code Walkthrough.mkv | Size: (54.58 MB)
FileName :499 Deployment on AWS EC2.mkv | Size: (130.12 MB)
FileName :500 Project 1 ChatScholar EdTech Project.mkv | Size: (179.01 MB)
FileName :501 Project 2 Research RAG Chatbot.mkv | Size: (171.76 MB)
FileName :502 Project 3 Automated AI Claims Processing using Gen AI.mkv | Size: (168.41 MB)
FileName :503 Project 4 Multi PDF RAG Chatbot built on Web Scraped Data.mkv | Size: (162.04 MB)
FileName :504 Project 5 AI Career Coach Part 1.mkv | Size: (37.19 MB)
FileName :505 Project 5 AI Career Coach Part 2.mkv | Size: (30.53 MB)
FileName :506 Project 5 AI Career Coach Part 3.mkv | Size: (103.57 MB)
FileName :507 Project 6 Sustainability Chatbot using xAI s Grok 3 AI.mkv | Size: (200.89 MB)
FileName :508 Project 7 Text to SQL Chatbot Part 1.mkv | Size: (27.07 MB)
FileName :509 Project 7 Text to SQL Chatbot Part 2.mkv | Size: (56.22 MB)
FileName :510 Project 7 Text to SQL Chatbot Part 3.mkv | Size: (53.32 MB)
FileName :511 Project 7 Text to SQL Chatbot Part 4.mkv | Size: (58.05 MB)
FileName :512 Project 7 Text to SQL Chatbot Part 5.mkv | Size: (57.72 MB)
FileName :513 Project 7 Text to SQL Chatbot Part 6.mkv | Size: (45.81 MB)
FileName :514 Project 7 Text to SQL Chatbot Part 7.mkv | Size: (14.03 MB)
FileName :515 Project 8 RAG Chatbot using AWS Bedrock Part 1.mkv | Size: (14.75 MB)
FileName :516 Project 8 RAG Chatbot using AWS Bedrock Part 2.mkv | Size: (16.01 MB)
FileName :517 Project 8 RAG Chatbot using AWS Bedrock Part 3.mkv | Size: (9.01 MB)
FileName :518 Project 8 RAG Chatbot using AWS Bedrock Part 4.mkv | Size: (34.8 MB)
FileName :519 Project 8 RAG Chatbot using AWS Bedrock Part 5.mkv | Size: (13.93 MB)
FileName :520 Project 8 RAG Chatbot using AWS Bedrock Part 6.mkv | Size: (34.43 MB)
FileName :521 Project 8 RAG Chatbot using AWS Bedrock Part 7.mkv | Size: (78.24 MB)
FileName :522 Introduction to Model Deployment.mkv | Size: (14.96 MB)
FileName :523 Architecture Discussion.mkv | Size: (4.74 MB)
FileName :524 Model Serving.mkv | Size: (7.85 MB)
FileName :525 Next Steps.mkv | Size: (3.49 MB)
FileName :526 Air India Chatbot.mkv | Size: (5.19 MB)
FileName :527 Coding PDF Based.mkv | Size: (48.23 MB)
FileName :528 Coding Directory Based.mkv | Size: (17.68 MB)
FileName :529 Streamlit Application Vibe Coding.mkv | Size: (28.04 MB)
FileName :530 AWS EC2 Deployment.mkv | Size: (83.81 MB)
FileName :531 ML Interview Prep.mkv | Size: (26.15 MB)
FileName :532 ML Interview 1.mkv | Size: (37.19 MB)
FileName :533 ML Interview 2.mkv | Size: (52.05 MB)
FileName :534 ML Interview 3.mkv | Size: (36.53 MB)
FileName :535 ML Interview 4.mkv | Size: (36.41 MB)
FileName :536 ML Interview 5.mkv | Size: (22.49 MB)
FileName :537 ML Interview 6.mkv | Size: (33.27 MB)
FileName :538 ML Interview 7.mkv | Size: (36.71 MB)
FileName :539 ML Interview 8.mkv | Size: (29.79 MB)
FileName :540 ML Interview 9.mkv | Size: (58.8 MB)
FileName :541 ML Interview 10.mkv | Size: (31.37 MB)
FileName :542 DL Interview 1.mkv | Size: (36.31 MB)
FileName :543 DL Interview 2.mkv | Size: (23.78 MB)
FileName :544 DL Interview 3.mkv | Size: (38.7 MB)
FileName :545 DL Interview 4.mkv | Size: (21.86 MB)
FileName :546 DL Interview 5.mkv | Size: (34.44 MB)
FileName :547 DL Interview 6.mkv | Size: (37.44 MB)
FileName :548 DL Interview 7.mkv | Size: (21.67 MB)
FileName :549 DL Interview 8.mkv | Size: (40 MB)
FileName :550 DL Interview 9.mkv | Size: (11.75 MB)
FileName :551 DL Interview 10.mkv | Size: (51.72 MB)
FileName :552 Gen AI Interview 1.mkv | Size: (18.8 MB)
FileName :553 Gen AI Interview 2.mkv | Size: (14.79 MB)
FileName :554 Gen AI Interview 3.mkv | Size: (32.92 MB)
FileName :555 Gen AI Interview 4.mkv | Size: (23.29 MB)
FileName :556 Gen AI Interview 5.mkv | Size: (37.52 MB)
FileName :557 Gen AI Interview 6.mkv | Size: (34.73 MB)
FileName :558 Gen AI Interview 7.mkv | Size: (21.11 MB)
FileName :559 Gen AI Interview 8.mkv | Size: (31.57 MB)
FileName :560 Gen AI Interview 9.mkv | Size: (32.13 MB)
FileName :561 Gen AI Interview 10.mkv | Size: (35.21 MB)]
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