17.96 GB | 47min 38s | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English

Files Included :
FileName :1Welcome Page.mp4 | Size: (8.77 MB)
FileName :5 Let s install Python together.mp4 | Size: (64.77 MB)
FileName :6 Google Colab, what s that.mp4 | Size: (13.95 MB)
FileName :7 Let s leverage chatGPT for help.mp4 | Size: (19.04 MB)
FileName :8 Introduction to Python.mp4 | Size: (18.17 MB)
FileName :9 Variables & Keywords.mp4 | Size: (73.08 MB)
FileName :10 Datatypes Operators.mp4 | Size: (69.17 MB)
FileName :11 Lists.mp4 | Size: (85.75 MB)
FileName :12 Tuples.mp4 | Size: (77.81 MB)
FileName :13 Sets.mp4 | Size: (46.8 MB)
FileName :14 Dictionary.mp4 | Size: (64.81 MB)
FileName :15 Loops & Iterations.mp4 | Size: (70.78 MB)
FileName :16 Functions.mp4 | Size: (73.85 MB)
FileName :17 Map Reduce Filter.mp4 | Size: (92.37 MB)
FileName :18 File Handling.mp4 | Size: (70.91 MB)
FileName :19 Control Structures.mp4 | Size: (35.44 MB)
FileName :20 OOPs.mp4 | Size: (66.14 MB)
FileName :21 NumPy.mp4 | Size: (104.83 MB)
FileName :22 Pandas.mp4 | Size: (103.25 MB)
FileName :23 Data Visualization.mp4 | Size: (22.8 MB)
FileName :24 Matplotlib.mp4 | Size: (82.36 MB)
FileName :25 Seaborn.mp4 | Size: (70.37 MB)
FileName :27 Introduction.mp4 | Size: (21.44 MB)
FileName :28 Types of Data (Agenda).mp4 | Size: (1.87 MB)
FileName :29 Descriptive Stats.mp4 | Size: (30.11 MB)
FileName :30 Inferential Stats.mp4 | Size: (9.91 MB)
FileName :31 Qualitative Data.mp4 | Size: (31.48 MB)
FileName :32 Quantitative Data.mp4 | Size: (15.75 MB)
FileName :33 Sampling Techniques (Agenda).mp4 | Size: (5.13 MB)
FileName :34 Population vs Sample.mp4 | Size: (13.52 MB)
FileName :35 Why Sampling is important.mp4 | Size: (12.26 MB)
FileName :36 Types of Sampling.mp4 | Size: (13.04 MB)
FileName :37 Cluster Random Sampling.mp4 | Size: (19.15 MB)
FileName :38 Probability Sampling.mp4 | Size: (29.88 MB)
FileName :39 Non probability sampling.mp4 | Size: (19.57 MB)
FileName :40 Population Sampling.mp4 | Size: (30.21 MB)
FileName :41 Why n-1 and not n.mp4 | Size: (19 MB)
FileName :42 Descriptive Analytics (Agenda).mp4 | Size: (3.37 MB)
FileName :43 Measures of Central Tendency.mp4 | Size: (7.44 MB)
FileName :44 Mean.mp4 | Size: (19.54 MB)
FileName :45 Median.mp4 | Size: (26.14 MB)
FileName :46 Mode.mp4 | Size: (17.23 MB)
FileName :47 Measures of Dispersion.mp4 | Size: (16.03 MB)
FileName :48 Range.mp4 | Size: (6.04 MB)
FileName :49 IQR.mp4 | Size: (16.2 MB)
FileName :50 Variance Standard Deviation.mp4 | Size: (36.54 MB)
FileName :51 Mean Deviation.mp4 | Size: (15.46 MB)
FileName :52 Probability (Agenda).mp4 | Size: (3.16 MB)
FileName :53 Probability.mp4 | Size: (26.28 MB)
FileName :54 Addition Rule.mp4 | Size: (26.8 MB)
FileName :55 Independent Events.mp4 | Size: (17.22 MB)
FileName :56 Cumulative Probability.mp4 | Size: (16.33 MB)
FileName :57 Conditional Probability.mp4 | Size: (29.19 MB)
FileName :58 Bayes Theorem 1.mp4 | Size: (7.86 MB)
FileName :59 Bayes Theorem 2.mp4 | Size: (18.37 MB)
FileName :60 Probability Distrubution (Agenda).mp4 | Size: (7.32 MB)
FileName :61 Uniform Distribution.mp4 | Size: (29.14 MB)
FileName :62 Binomial Distribution.mp4 | Size: (47.15 MB)
FileName :63 Poisson Distribution.mp4 | Size: (12.81 MB)
FileName :64 Normal Distribution Part 1.mp4 | Size: (38.87 MB)
FileName :65 Normal Distribution Part 2.mp4 | Size: (25.62 MB)
FileName :66 Skewness.mp4 | Size: (17.78 MB)
FileName :67 Kurtosis.mp4 | Size: (9.6 MB)
FileName :68 Calculating Probability with Z-score for Normal Distribution Part 1.mp4 | Size: (30.28 MB)
FileName :69 Calculating Probability with Z-score for Normal Distribution Part 2.mp4 | Size: (17.55 MB)
FileName :70 Calculating Probability with Z-score for Normal Distribution Part 3.mp4 | Size: (13.09 MB)
FileName :71 Covariance & Correlation (Agenda).mp4 | Size: (1.56 MB)
FileName :72 Covariance.mp4 | Size: (42.67 MB)
FileName :73 Correlation.mp4 | Size: (58.73 MB)
FileName :74 Covariance VS Correlation.mp4 | Size: (14.92 MB)
FileName :75 Hypothesis Testing.mp4 | Size: (25.64 MB)
FileName :76 Tailed Tests.mp4 | Size: (9.61 MB)
FileName :77 p-value.mp4 | Size: (15.56 MB)
FileName :78 Types of Test.mp4 | Size: (23.5 MB)
FileName :79 T Test.mp4 | Size: (27.75 MB)
FileName :80 Z Test.mp4 | Size: (34.66 MB)
FileName :81 Chi Square Test.mp4 | Size: (32.96 MB)
FileName :82 ANOVA.mp4 | Size: (33.34 MB)
FileName :83 Correlation Test (Practicals).mp4 | Size: (25.38 MB)
FileName :85 Agenda.mp4 | Size: (9.38 MB)
FileName :86 DA,DS Processes.mp4 | Size: (20.14 MB)
FileName :87 What is EDA.mp4 | Size: (11.53 MB)
FileName :88 Visualization.mp4 | Size: (17.71 MB)
FileName :89 Steps involved in EDA (Data Sourcing).mp4 | Size: (16.89 MB)
FileName :90 Steps involved in EDA (Data Cleaning).mp4 | Size: (15.38 MB)
FileName :91 Handle Missing Values (Theory).mp4 | Size: (23.59 MB)
FileName :92 Handle Missing Values (Practicals).mp4 | Size: (42.93 MB)
FileName :93 Feature Scaling (Theory).mp4 | Size: (40.62 MB)
FileName :94 Standardization Example.mp4 | Size: (15.53 MB)
FileName :95 Normalization Example.mp4 | Size: (9.2 MB)
FileName :96 Feature Scaling (Practicals).mp4 | Size: (50.71 MB)
FileName :97 Outlier Treatment (Theory).mp4 | Size: (34.36 MB)
FileName :98 Outlier Treatment (Practicals).mp4 | Size: (50.1 MB)
FileName :99 Invalid Data.mp4 | Size: (17.71 MB)
FileName :100 Types of Data.mp4 | Size: (8.54 MB)
FileName :101 Types of Analysis.mp4 | Size: (9.37 MB)
FileName :102 Univariate Analysis.mp4 | Size: (33.45 MB)
FileName :103 Bivariate Analysis.mp4 | Size: (19.32 MB)
FileName :104 Multivariate Analysis.mp4 | Size: (4.12 MB)
FileName :105 Numerical Analysis.mp4 | Size: (14.46 MB)
FileName :106 Analysis Practicals.mp4 | Size: (111.15 MB)
FileName :107 Derived Metrics.mp4 | Size: (16.8 MB)
FileName :108 Feature Binning (Theory).mp4 | Size: (26.9 MB)
FileName :109 Feature Binning (Practicals).mp4 | Size: (39.79 MB)
FileName :110 Feature Encoding (Theory).mp4 | Size: (45.71 MB)
FileName :111 Feature Encoding (Practicals).mp4 | Size: (58.46 MB)
FileName :112 Case Study.mp4 | Size: (47.66 MB)
FileName :113 Data Exploration.mp4 | Size: (52.46 MB)
FileName :114 Data Cleaning.mp4 | Size: (26.37 MB)
FileName :115 Univariate Analysis.mp4 | Size: (38.87 MB)
FileName :116 Bivariate Analysis Part 1.mp4 | Size: (40.79 MB)
FileName :117 Bivariate Analysis Part 2.mp4 | Size: (23.54 MB)
FileName :118 EDA Report.mp4 | Size: (16.14 MB)
FileName :120 Installation.mp4 | Size: (12.58 MB)
FileName :121 Data Architecture - File server vs client server.mp4 | Size: (27.24 MB)
FileName :122 Introduction to SQL.mp4 | Size: (35.96 MB)
FileName :123 Constraints in SQL.mp4 | Size: (59.73 MB)
FileName :124 Table Basics - DDLs.mp4 | Size: (72.1 MB)
FileName :125 Table Basics - DQLs.mp4 | Size: (63.03 MB)
FileName :126 Table Basics - DMLs.mp4 | Size: (87.07 MB)
FileName :127 Joins.mp4 | Size: (80.62 MB)
FileName :128 Data Import Export.mp4 | Size: (116.7 MB)
FileName :129 Aggregation Functions.mp4 | Size: (44.14 MB)
FileName :130 String functions.mp4 | Size: (61.62 MB)
FileName :131 Date Time Functions.mp4 | Size: (49.84 MB)
FileName :132 Regular Expressions.mp4 | Size: (34.15 MB)
FileName :133 Nested Queries.mp4 | Size: (54.9 MB)
FileName :134 Views.mp4 | Size: (46.74 MB)
FileName :135 Stored Procedures.mp4 | Size: (79.45 MB)
FileName :136 Windows Function.mp4 | Size: (70.25 MB)
FileName :137 SQL Python connectivity.mp4 | Size: (64.56 MB)
FileName :138 Agenda.mp4 | Size: (8.88 MB)
FileName :139 Introduction to ML.mp4 | Size: (17.8 MB)
FileName :140 Types of ML.mp4 | Size: (67.14 MB)
FileName :141 Use Cases Part 1.mp4 | Size: (7.83 MB)
FileName :142 Use Cases Part 2.mp4 | Size: (5.02 MB)
FileName :143 Pre-Requisites Features.mp4 | Size: (42.9 MB)
FileName :144 Pre-Requisites Train-Test Split.mp4 | Size: (66.74 MB)
FileName :145 Pre-Requisites Feature Scaling.mp4 | Size: (40.62 MB)
FileName :146 Pre-Requisites Standardization Example.mp4 | Size: (15.53 MB)
FileName :147 Pre-Requisites Normalization Example.mp4 | Size: (9.2 MB)
FileName :148 Pre-Requisites Feature Encoding.mp4 | Size: (45.74 MB)
FileName :149 Pre-Requisites Feature Encoding (Practicals).mp4 | Size: (39.59 MB)
FileName :150 Regression Introduction to Regression Models.mp4 | Size: (21.15 MB)
FileName :151 Regression Regression Metrics.mp4 | Size: (99.87 MB)
FileName :152 Regression Regression Metrics (Practicals).mp4 | Size: (66.25 MB)
FileName :153 Regression Simple Linear Regression.mp4 | Size: (43.35 MB)
FileName :154 Regression Multiple Linear Regression.mp4 | Size: (40.65 MB)
FileName :155 Regression Linear Regression (Practicals).mp4 | Size: (81.36 MB)
FileName :156 Regression Multiple Linear Regression (Practicals).mp4 | Size: (48.97 MB)
FileName :157 Regression Polynomial Regression.mp4 | Size: (33.98 MB)
FileName :158 Regression Polynomial Regression (Practicals).mp4 | Size: (82.07 MB)
FileName :159 Regression Bias Variance Tradeoff.mp4 | Size: (28.26 MB)
FileName :160 Regression Ridge Regression.mp4 | Size: (45.51 MB)
FileName :161 Regression Lasso Regression.mp4 | Size: (33.47 MB)
FileName :162 Regression Lasso & Ridge Regression (Practicals).mp4 | Size: (132.85 MB)
FileName :163 Classification Introduction to Classification.mp4 | Size: (22.35 MB)
FileName :164 Classification Types of Classification.mp4 | Size: (19.67 MB)
FileName :165 Classification Log Loss.mp4 | Size: (48.16 MB)
FileName :166 Classification Confusion Matrix.mp4 | Size: (47.91 MB)
FileName :167 Classification AUC ROC Curve.mp4 | Size: (33.99 MB)
FileName :168 Classification Classification Report.mp4 | Size: (28.38 MB)
FileName :169 Classification kNN Classifier.mp4 | Size: (40.52 MB)
FileName :170 Classification kNN Classifier Example.mp4 | Size: (37.97 MB)
FileName :171 Classification Practicals Part 1.mp4 | Size: (53.35 MB)
FileName :172 Classification kNN Classifier (Practicals).mp4 | Size: (52.41 MB)
FileName :173 Classification Decision Tree.mp4 | Size: (33.4 MB)
FileName :174 Classification Decision Tree (Entropy based).mp4 | Size: (52.59 MB)
FileName :175 Classification Decision Tree (gini based).mp4 | Size: (62.78 MB)
FileName :176 Classification Decision Tree (Practicals).mp4 | Size: (29.55 MB)
FileName :177 Classification Decision Tree (Visualizing).mp4 | Size: (66.93 MB)
FileName :178 Classification Random Forest Classifier.mp4 | Size: (21.81 MB)
FileName :179 Classification Random Forest Classifier (Practicals).mp4 | Size: (18.71 MB)
FileName :180 Classification Naive Bayes Classifier.mp4 | Size: (55.03 MB)
FileName :181 Classification SVM Classifier Part 1.mp4 | Size: (55.48 MB)
FileName :182 Classification SVM Classifier Part 2.mp4 | Size: (47.95 MB)
FileName :183 Classification Logistic Regression.mp4 | Size: (69.83 MB)
FileName :184 Classification Practicals so far.mp4 | Size: (85.65 MB)
FileName :185 Classification Issues in Classification (Part 1).mp4 | Size: (30.3 MB)
FileName :186 Classification Issues in Classification (Part 2).mp4 | Size: (41.5 MB)
FileName :187 Classification Project.mp4 | Size: (106.29 MB)
FileName :188 Ensemble Introduction to Ensemble Learning.mp4 | Size: (76.73 MB)
FileName :189 Ensemble Bagging.mp4 | Size: (46.64 MB)
FileName :190 Ensemble Bagging vs Random Forest.mp4 | Size: (49.08 MB)
FileName :191 Ensemble Bagging (Practicals 1).mp4 | Size: (94.85 MB)
FileName :192 Ensemble Bagging (Practicals 2).mp4 | Size: (65.72 MB)
FileName :193 Ensemble Boosting.mp4 | Size: (33.8 MB)
FileName :194 Ensemble Ada Boost.mp4 | Size: (66.96 MB)
FileName :195 Ensemble Gradient Boost.mp4 | Size: (18.62 MB)
FileName :196 Ensemble CF vs LF.mp4 | Size: (37.47 MB)
FileName :197 Ensemble Cross Entropy.mp4 | Size: (19.51 MB)
FileName :198 Ensemble Xtreme Gradient Boosting (XGB).mp4 | Size: (67.69 MB)
FileName :199 Ensemble Project.mp4 | Size: (77.54 MB)
FileName :200 Clustering Introduction to Clustering.mp4 | Size: (61.48 MB)
FileName :201 Clustering kMeans Clustering.mp4 | Size: (65.92 MB)
FileName :202 Clustering kMeans Clustering (Practicals).mp4 | Size: (73.26 MB)
FileName :203 Clustering Hierarchical Clustering.mp4 | Size: (58.06 MB)
FileName :204 Clustering Hierarchical Clustering (Practicals).mp4 | Size: (51.64 MB)
FileName :205 Clustering Mean Shift Clustering.mp4 | Size: (41.98 MB)
FileName :206 Feature Engineering Introduction.mp4 | Size: (49.28 MB)
FileName :207 Feature Engineering RFE and SFS.mp4 | Size: (20.05 MB)
FileName :208 Feature Engineering RFE (Practicals).mp4 | Size: (73.25 MB)
FileName :209 Feature Engineering Successive Feature Selection.mp4 | Size: (71.33 MB)
FileName :210 Feature Engineering Chi-Square.mp4 | Size: (22.24 MB)
FileName :211 Feature Engineering Chi-Square (Practicals).mp4 | Size: (23.06 MB)
FileName :212 Feature Engineering Principal Component Analysis.mp4 | Size: (104.82 MB)
FileName :213 Feature Engineering Principal Component Analysis (Practicals).mp4 | Size: (38.43 MB)
FileName :214 Feature Engineering Linear Discriminant Analysis.mp4 | Size: (35.91 MB)
FileName :215 Feature Engineering Linear Discriminant Analysis (Practicals).mp4 | Size: (34.66 MB)
FileName :216 Feature Engineering kPCA & QDA.mp4 | Size: (23.48 MB)
FileName :217 Feature Engineering kPCA & QDA (Practicals).mp4 | Size: (20.91 MB)
FileName :218 Hyper Parameter Optimization Basics.mp4 | Size: (37.07 MB)
FileName :219 Hyper Parameter Optimization Manual HPO.mp4 | Size: (22.53 MB)
FileName :220 Hyper Parameter Optimization GridSearch vs RandomizedSearch.mp4 | Size: (41.13 MB)
FileName :221 Hyper Parameter Optimization Manual HPO (Practicals).mp4 | Size: (70.26 MB)
FileName :222 Hyper Parameter Optimization RandomizedSearchCV (Practicals).mp4 | Size: (67.22 MB)
FileName :223 Hyper Parameter Optimization GridSearchCV (Practicals).mp4 | Size: (30.65 MB)
FileName :224 Introduction to TSA.mp4 | Size: (14.41 MB)
FileName :225 Time Series vs Regression.mp4 | Size: (39.45 MB)
FileName :226 Time Series Analysis.mp4 | Size: (8.99 MB)
FileName :227 Anomaly Detection.mp4 | Size: (17.02 MB)
FileName :228 Components of Time Series.mp4 | Size: (33.62 MB)
FileName :229 Decomposition.mp4 | Size: (6.09 MB)
FileName :230 Decomposition (Practicals).mp4 | Size: (24.24 MB)
FileName :231 AdditiveMultiplicative Decomposition.mp4 | Size: (30.53 MB)
FileName :232 Stationarity.mp4 | Size: (23.54 MB)
FileName :233 Testing TS Stationarity.mp4 | Size: (25.94 MB)
FileName :234 Transformation.mp4 | Size: (17.78 MB)
FileName :235 Introduction to Pre-Processing.mp4 | Size: (13.28 MB)
FileName :236 Handle Missing Value.mp4 | Size: (23.59 MB)
FileName :237 Handle Missing Value (Practicals).mp4 | Size: (42.99 MB)
FileName :238 Outlier Treatment.mp4 | Size: (34.36 MB)
FileName :239 3-Sigma Technique.mp4 | Size: (50.1 MB)
FileName :240 Feature Scaling.mp4 | Size: (40.62 MB)
FileName :241 Feature Scaling Standardization.mp4 | Size: (15.53 MB)
FileName :242 Feature Scaling Normalization.mp4 | Size: (9.21 MB)
FileName :243 Feature Scaling (Practicals).mp4 | Size: (50.71 MB)
FileName :244 Feature Encoding.mp4 | Size: (45.71 MB)
FileName :245 Feature Encoding (Practicals).mp4 | Size: (39.59 MB)
FileName :246 Models - Algorithms.mp4 | Size: (4.67 MB)
FileName :247 Models - ARIMA Part 1.mp4 | Size: (9.76 MB)
FileName :248 Models - ARIMA Part 2.mp4 | Size: (24.13 MB)
FileName :249 Models - AR Theory.mp4 | Size: (30.6 MB)
FileName :250 Models - MA Theory.mp4 | Size: (35.53 MB)
FileName :251 Models - ACFPACF Plots.mp4 | Size: (37.62 MB)
FileName :252 Models - Find p,d,q in ARIMA.mp4 | Size: (9.75 MB)
FileName :253 Models - ARIMA (Practicals Part 1).mp4 | Size: (52.15 MB)
FileName :254 Models - ARIMA (Practicals Part 2).mp4 | Size: (47.24 MB)
FileName :255 Models - ARIMA (Final).mp4 | Size: (37.18 MB)
FileName :256 Models - Decomposition.mp4 | Size: (12.68 MB)
FileName :257 Models - ACFPACF.mp4 | Size: (13.39 MB)
FileName :258 Models - Best Transformation.mp4 | Size: (37.81 MB)
FileName :259 Models - Grid Search (Part 1).mp4 | Size: (32.42 MB)
FileName :260 Models - Grid Search (Part 2).mp4 | Size: (7.74 MB)
FileName :261 Models - Final Model Building.mp4 | Size: (40.63 MB)
FileName :262 Models - Facebook Prophet (Part 1).mp4 | Size: (29.16 MB)
FileName :263 Models - Facebook Prophet (Part 2).mp4 | Size: (40.7 MB)
FileName :264 Models - Facebook Prophet (Part 3).mp4 | Size: (22.49 MB)
FileName :265 Models - Multi Variate Time Series Analysis.mp4 | Size: (24.19 MB)
FileName :266 Models - Facebook Prophet (Uni vs Multi).mp4 | Size: (49.75 MB)
FileName :267 Introduction to Metrics.mp4 | Size: (18.29 MB)
FileName :268 Forecasting Evaluation Metrics.mp4 | Size: (6.8 MB)
FileName :269 Mean Squarred Error.mp4 | Size: (6.72 MB)
FileName :270 Root Mean Squarred Error.mp4 | Size: (6.24 MB)
FileName :271 Mean Absolute Percentage Error.mp4 | Size: (13.63 MB)
FileName :272 Project 1 - Energy Forecasting Part 1.mp4 | Size: (11.48 MB)
FileName :273 Project 1 - Energy Forecasting Part 2.mp4 | Size: (23.67 MB)
FileName :274 Project 1 - Energy Forecasting Part 3.mp4 | Size: (25.99 MB)
FileName :275 Project 2 - Stock Market Prediction Part 1.mp4 | Size: (17.26 MB)
FileName :276 Project 2 - Stock Market Prediction Part 2.mp4 | Size: (14.92 MB)
FileName :277 Project 2 - Stock Market Prediction Part 3.mp4 | Size: (50.71 MB)
FileName :278 Project 3 - Demand Forecasting Part 1.mp4 | Size: (13.02 MB)
FileName :279 Project 3 - Demand Forecasting Part 2.mp4 | Size: (49.76 MB)
FileName :280 Project 3 - Demand Forecasting Part 3.mp4 | Size: (37.23 MB)
FileName :281 Project 3 - Demand Forecasting Part 4.mp4 | Size: (5.56 MB)
FileName :282 Project 3 - Demand Forecasting Part 5.mp4 | Size: (55.96 MB)
FileName :283 Project 3 - Demand Forecasting Part 6.mp4 | Size: (32.45 MB)
FileName :285 Introduction to Deep Learning.mp4 | Size: (8.35 MB)
FileName :286 Understanding Deep Learning.mp4 | Size: (21.9 MB)
FileName :287 What is a Neuron.mp4 | Size: (32.3 MB)
FileName :288 Activation Functions.mp4 | Size: (19.13 MB)
FileName :289 Activation Function Step Function.mp4 | Size: (24.95 MB)
FileName :290 Activation Function Linear Function.mp4 | Size: (49.65 MB)
FileName :291 Activation Function Sigmoid Function.mp4 | Size: (26.07 MB)
FileName :292 Activation Function TanH Function.mp4 | Size: (13.13 MB)
FileName :293 Activation Function ReLu Function.mp4 | Size: (28.02 MB)
FileName :294 Backpropagation & Forward Pass.mp4 | Size: (57.65 MB)
FileName :295 Gradient Descent.mp4 | Size: (27.68 MB)
FileName :296 Artificial Neural Networks Intuition.mp4 | Size: (16.76 MB)
FileName :297 Artificial Neural Networks Practicals.mp4 | Size: (56.88 MB)
FileName :298 Artificial Neural Networks Hyper Parameter Optimization.mp4 | Size: (46.45 MB)
FileName :299 Convolutional Neural Networks What is CNN.mp4 | Size: (29.83 MB)
FileName :300 Convolutional Neural Networks Steps in CNN.mp4 | Size: (45.22 MB)
FileName :301 Convolutional Neural Networks Architecture Explained.mp4 | Size: (63.69 MB)
FileName :302 Convolutional Neural Networks Image Augmentation.mp4 | Size: (53.89 MB)
FileName :303 Convolutional Neural Networks Batch size vs iterations vs epochs.mp4 | Size: (34.22 MB)
FileName :304 Convolutional Neural Networks Practicals.mp4 | Size: (67.89 MB)
FileName :305 Convolutional Neural Networks Model Summary & Parameters.mp4 | Size: (30.21 MB)
FileName :306 Convolutional Neural Networks Project (X-Ray detection).mp4 | Size: (65.66 MB)
FileName :307 Recurrent Neural Networks Basics.mp4 | Size: (25.2 MB)
FileName :308 Recurrent Neural Networks Types of RNN.mp4 | Size: (14.57 MB)
FileName :309 Recurrent Neural Networks Vanishing Gradient & Exploding Gradient Problem.mp4 | Size: (34.97 MB)
FileName :310 Recurrent Neural Networks LSTMs.mp4 | Size: (21.73 MB)
FileName :311 Recurrent Neural Networks LSTMs (Practicals).mp4 | Size: (41.27 MB)
FileName :312 Pre-Trained Models.mp4 | Size: (71.47 MB)
FileName :313 Pre-Trained Models (Practicals).mp4 | Size: (73.52 MB)
FileName :314 Pre-Trained Models VGG16.mp4 | Size: (36.19 MB)
FileName :315 Pre-Trained Models MobileNet.mp4 | Size: (20.86 MB)
FileName :316 Transfer Learning.mp4 | Size: (24.42 MB)
FileName :317 Project Pneumonia Detection from X-Ray Images.mp4 | Size: (55.71 MB)
FileName :319 Intro to NLP Introduction.mp4 | Size: (25.5 MB)
FileName :320 Intro to NLP Introduction continued.mp4 | Size: (22.6 MB)
FileName :321 Intro to NLP Key Challenges.mp4 | Size: (33.7 MB)
FileName :322 Intro to NLP Linguistics.mp4 | Size: (23.4 MB)
FileName :323 NLP Basics Case Folding.mp4 | Size: (18 MB)
FileName :324 NLP Basics SCR.mp4 | Size: (52.45 MB)
FileName :325 NLP Basics Handling Contractions.mp4 | Size: (36.93 MB)
FileName :326 NLP Basics Tokenization.mp4 | Size: (21.95 MB)
FileName :327 NLP Basics Stop Word Removal.mp4 | Size: (26.16 MB)
FileName :328 NLP Basics nGrams.mp4 | Size: (31.44 MB)
FileName :329 NLP Basics Vectorization.mp4 | Size: (16.57 MB)
FileName :330 NLP Basics Word Embeddings.mp4 | Size: (9.72 MB)
FileName :331 NLP Basics Bag of Words.mp4 | Size: (36.01 MB)
FileName :332 NLP Basics Bag of Words (Practicals).mp4 | Size: (69.81 MB)
FileName :333 NLP Basics TF-IDF.mp4 | Size: (45.09 MB)
FileName :334 NLP Basics TF-IDF (Practicals).mp4 | Size: (67.99 MB)
FileName :335 NLP Basics Part of Speech Tagging and Named Entity Recognition.mp4 | Size: (46.72 MB)
FileName :336 NLP Basics NER (Practicals).mp4 | Size: (46.92 MB)
FileName :337 Word Embeddings Word2Vec Introduction.mp4 | Size: (23.02 MB)
FileName :338 Word Embeddings Word2Vec Part 2.mp4 | Size: (12.36 MB)
FileName :339 Word Embeddings Pre-Trained Word2Vec.mp4 | Size: (27.78 MB)
FileName :340 Word Embeddings Word2Vec Intuition.mp4 | Size: (32.69 MB)
FileName :341 Word Embeddings Word2Vec - Check X Features.mp4 | Size: (36.48 MB)
FileName :342 Word Embeddings Word2Vec CBOW.mp4 | Size: (71.04 MB)
FileName :343 Word Embeddings Word2Vec Skip Grams.mp4 | Size: (40.6 MB)
FileName :344 Word Embeddings GloVe.mp4 | Size: (66.49 MB)
FileName :345 Word Embeddings FastText.mp4 | Size: (43.94 MB)
FileName :346 Word Embeddings Cosine Similarity.mp4 | Size: (67.45 MB)
FileName :347 Neural Networks LSTMs Part 1.mp4 | Size: (62.81 MB)
FileName :348 Neural Networks LSTMs Part 2 (Architecture).mp4 | Size: (59.92 MB)
FileName :349 Neural Networks LSTMs Part 3 (Deep Dive).mp4 | Size: (21.83 MB)
FileName :350 Neural Networks LSTMs Part 4 (Pointwise Operations).mp4 | Size: (23.22 MB)
FileName :351 Neural Networks LSTMs Part 5 (forget gate).mp4 | Size: (46.21 MB)
FileName :352 Neural Networks LSTMs Part 6 (inpute gate).mp4 | Size: (68.89 MB)
FileName :353 Neural Networks LSTMs Part 7 (output gate).mp4 | Size: (35.01 MB)
FileName :354 Neural Networks LSTMs Part 8 (Practicals 1).mp4 | Size: (101.67 MB)
FileName :355 Neural Networks LSTMs Part 9 (Practicals 2).mp4 | Size: (63.01 MB)
FileName :356 Neural Networks LSTMs Part 10 (Practicals 3).mp4 | Size: (49.05 MB)
FileName :357 Neural Networks GRU Part 1.mp4 | Size: (15.27 MB)
FileName :358 Neural Networks GRU Part 2.mp4 | Size: (80.85 MB)
FileName :359 Neural Networks GRU Part 3 (reset gate).mp4 | Size: (31.77 MB)
FileName :360 Neural Networks GRU Part 4 (update gate).mp4 | Size: (35.94 MB)
FileName :361 Neural Networks GRU Part 5 (Practicals).mp4 | Size: (44.26 MB)
FileName :362 Neural Networks Bi-Directional LSTMs.mp4 | Size: (84.07 MB)
FileName :364 Transformer Types.mp4 | Size: (72.48 MB)
FileName :365 Introduction to Transformers.mp4 | Size: (92.67 MB)
FileName :366 Self Attention.mp4 | Size: (84.37 MB)
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FileName :369 Decoder Architecture.mp4 | Size: (19.98 MB)
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