49 - End To End MLOPS Projects With ETL Pipelines- Building Network Security System/016 Model Trainer And Evaluation With Hyperparameter Tuning.mp4 369.7 MB
48 - End To End Machine Learning Project With AWS,Azure Deployment/005 Data Transformation Using Pipelines Implementation.mp4 369.0 MB
49 - End To End MLOPS Projects With ETL Pipelines- Building Network Security System/022 Final Model And Artifacts Pusher To AWS S3 buckets.mp4 347.0 MB
51 - NLP for Machine Learning/007 Text Preprocessing Stopwords.mp4 343.6 MB
40 - PCA/005 Eigen Decomposition on Covariance Matrix.mp4 343.3 MB
29 - Steps By Step Project Implementation With LifeCycle OF ML Project/003 Basic Regression Project From Scratch-EDA And Feature Engineering.mp4 342.7 MB
28 - Ridge,Lasso And ElasticNet ML ALgorithms/003 Types Of cross Validation.mp4 298.6 MB
51 - NLP for Machine Learning/015 BOW implementation using NLTK.mp4 295.2 MB
49 - End To End MLOPS Projects With ETL Pipelines- Building Network Security System/024 Github Action-Docker Image Push to AWS ECR Repo Implementation.mp4 294.9 MB
13 - Data Analysis With Python/005 Data Visualization With Matplotlib.mp4 292.2 MB
51 - NLP for Machine Learning/031 Part 1-Text Classification With Word2vec And AvgWord2vec.mp4 291.6 MB
25 - Exploratory Data Analysis and Feature Engineering/004 Part 2- EDA Google Play Store Cleaned Dataset.mp4 291.5 MB
49 - End To End MLOPS Projects With ETL Pipelines- Building Network Security System/018 MLFLOW Experiment Tracking With Remote Respository Dagshub.mp4 89.6 MB
22 - Probability Distribution Function For Data/002 Types Of Probability Distribution.mp4 89.5 MB
34 - Decision Tree Classifier And Regressor/006 Post Pruning & Pre Pruning.mp4 89.3 MB
23 - Inferential Statistics/010 What is Chi Square Test.mp4 89.0 MB
24 - Feature Engineering/004 Handling Outliers Using Python.mp4 88.8 MB
11 - OOPS Concepts With Classes And Objects/001 Classes And Objects In Python.mp4 87.7 MB
05 - Functions In Python/001 Getting Started With Functions.mp4 87.6 MB
56 - End To End Deep Learning Project With Simple RNN/007 End To End Streamlit Web App Integrated With RNN And deployment.mp4 87.4 MB
62 - Transformers/011 Decoder Transformer- Plan Of Action.mp4 87.3 MB
02 - Python Programming Language/002 Different Ways of Creating Virtual Environment.mp4 87.1 MB
56 - End To End Deep Learning Project With Simple RNN/004 Loading And Understanding IMDB Dataset And Feature Engineering.mp4 86.8 MB
22 - Probability Distribution Function For Data/010 Power Law Distribution.mp4 86.6 MB
51 - NLP for Machine Learning/006 Text Preprocessing Lemmatization NLTK.mp4 86.4 MB
51 - NLP for Machine Learning/011 One Hot Encoding Intuition.mp4 85.9 MB
49 - End To End MLOPS Projects With ETL Pipelines- Building Network Security System/007 ETL Pipeline Setup With Python_en.srt 38.0 kB
53 - End to End Deep Learning Project Using ANN/002 Feature Transformation Using Sklearn With ANN_en.srt 38.0 kB
23 - Inferential Statistics/015 Partioning Of Variance In Annova_en.srt 37.6 kB
27 - Understanding Complete Linear Regression Indepth Intuition And Practicals/008 MSE, MAE, RMSE_en.srt 37.4 kB
47 - GIT For Beginners/001 Introduction, Installation and Basic Commands_en.srt 37.3 kB
51 - NLP for Machine Learning/007 Text Preprocessing Stopwords_en.srt 36.8 kB
28 - Ridge,Lasso And ElasticNet ML ALgorithms/004 Cleaning the Dataset_en.srt 36.6 kB
52 - Deep Learning/008 Vanishing Gradient Problem and Sigmoid_en.srt 36.4 kB
51 - NLP for Machine Learning/015 BOW implementation using NLTK_en.srt 36.2 kB
49 - End To End MLOPS Projects With ETL Pipelines- Building Network Security System/016 Model Trainer And Evaluation With Hyperparameter Tuning_en.srt 36.0 kB
59 - Bidirectional RNN Architecture And Indepth Intuition/001 Bidirectional RNN Architecture and Intuition_en.srt 35.9 kB
17 - Memory Management With Python/001 Memory Allocation And DeallocationGarbage collection and Best Practises_en.srt 35.7 kB
49 - End To End MLOPS Projects With ETL Pipelines- Building Network Security System/022 Final Model And Artifacts Pusher To AWS S3 buckets_en.srt 35.6 kB
41 - K Means Clustering Unsupervised ML/004 K means Clustering Implementation_en.srt 35.3 kB
52 - Deep Learning/005 ANN Intuition and Learning_en.srt 35.3 kB
48 - End To End Machine Learning Project With AWS,Azure Deployment/009 ML Project Deployment Using AWS Beanstalk_en.srt 32.7 kB
31 - Support Vector Machines/009 Support Vector Regression Implementation_en.srt 32.6 kB
29 - Steps By Step Project Implementation With LifeCycle OF ML Project/003 Basic Regression Project From Scratch-EDA And Feature Engineering_en.srt 32.3 kB
51 - NLP for Machine Learning/022 Word2Vec Intuition_en.srt 32.1 kB
49 - End To End MLOPS Projects With ETL Pipelines- Building Network Security System/013 Data Transformation Architecture_en.srt 32.0 kB
49 - End To End MLOPS Projects With ETL Pipelines- Building Network Security System/024 Github Action-Docker Image Push to AWS ECR Repo Implementation_en.srt 31.6 kB
08 - Importing Creating Modules And Packages/002 Standard Library Overview_en.srt 31.4 kB
08 - Importing Creating Modules And Packages/001 Import Modules And Packages In Python_en.srt 31.3 kB
49 - End To End MLOPS Projects With ETL Pipelines- Building Network Security System/001 Project Structure Set up With Environment_en.srt 31.3 kB
11 - OOPS Concepts With Classes And Objects/004 Polymorphism In OOPS_en.srt 31.3 kB
27 - Understanding Complete Linear Regression Indepth Intuition And Practicals/013 Polynomial Regression Intuition_en.srt 18.8 kB
21 - Introduction To Probability/001 Addition Rule (For Mutual And Non Mutual Exclusive Events)_en.srt 18.6 kB
52 - Deep Learning/037 Max, Min and Average Pooling_en.srt 18.6 kB
34 - Decision Tree Classifier And Regressor/010 Diabetes Prediction Using Decision Tree Regressor_en.srt 18.4 kB
52 - Deep Learning/028 Exploding Gradient Problem_en.srt 18.4 kB
22 - Probability Distribution Function For Data/012 Central Limit Theorem_en.srt 18.4 kB
49 - End To End MLOPS Projects With ETL Pipelines- Building Network Security System/018 MLFLOW Experiment Tracking With Remote Respository Dagshub_en.srt 18.3 kB
31 - Support Vector Machines/003 SVM Maths Intuition_en.srt 18.3 kB
05 - Functions In Python/003 Lambda Function In Python_en.srt 18.2 kB
51 - NLP for Machine Learning/006 Text Preprocessing Lemmatization NLTK_en.srt 18.2 kB
31 - Support Vector Machines/004 SVC Cost function_en.srt 10.3 kB
51 - NLP for Machine Learning/002 Practical Use cases of NLP_en.srt 10.3 kB
29 - Steps By Step Project Implementation With LifeCycle OF ML Project/005 Model Training With Ridge and Elastic net With Cross Validation_en.srt 10.2 kB
52 - Deep Learning/035 Padding In CNN_en.srt 10.2 kB