[ DevCourseWeb.com ] Udemy - Machine Learning Deep Learning for Interviewees and Researcher
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- ~Get Your Files Here !/06 - Implementation and Case Studies/003 Case Study - Load Forecasting.mp4 187.7 MB
- ~Get Your Files Here !/06 - Implementation and Case Studies/002 Case Study - Digits Classification.mp4 133.9 MB
- ~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/004 Central Limit Theorem. Gaussian Distribution. ML framework.mp4 84.4 MB
- ~Get Your Files Here !/03 - Neural Networks/001 Neural Networks Forward Propagation Backward Propagation GDstochasticMinibatch.mp4 84.0 MB
- ~Get Your Files Here !/04 - Training Deep Neural Networks/006 Convolutional Neural Networks.mp4 82.5 MB
- ~Get Your Files Here !/02 - Training Machine Learning Models/016 Decision Trees.mp4 73.4 MB
- ~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/005 Dimensionality Reducing Principle Component Analysis - Eigen Decomposition.mp4 68.3 MB
- ~Get Your Files Here !/04 - Training Deep Neural Networks/002 Common Tricks for building a Deep NN & Improving accuracy performance.mp4 48.6 MB
- ~Get Your Files Here !/06 - Implementation and Case Studies/001 Getting started with Python and Machine Learning.mp4 46.8 MB
- ~Get Your Files Here !/04 - Training Deep Neural Networks/001 Deep Learning - Requirements.mp4 45.8 MB
- ~Get Your Files Here !/05 - Unsupervised Learning/001 Clustering.mp4 43.7 MB
- ~Get Your Files Here !/02 - Training Machine Learning Models/005 Gradient Descent.mp4 40.3 MB
- ~Get Your Files Here !/02 - Training Machine Learning Models/001 Supervised Machine Learning.mp4 38.9 MB
- ~Get Your Files Here !/02 - Training Machine Learning Models/004 Linear Regression.mp4 37.1 MB
- ~Get Your Files Here !/04 - Training Deep Neural Networks/005 Is it possible for deeper networks to be faster than shallow networks ResNet.mp4 36.1 MB
- ~Get Your Files Here !/02 - Training Machine Learning Models/006 Tips for Gradient Descent.mp4 34.8 MB
- ~Get Your Files Here !/04 - Training Deep Neural Networks/008 Recurrent Neural Networks.mp4 32.9 MB
- ~Get Your Files Here !/04 - Training Deep Neural Networks/007 Maximum Pooling Layers.mp4 32.0 MB
- ~Get Your Files Here !/02 - Training Machine Learning Models/015 Support Vector Machines.mp4 31.9 MB
- ~Get Your Files Here !/04 - Training Deep Neural Networks/009 LSTM Units.mp4 31.2 MB
- ~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/003 Non-parametric Models.mp4 30.1 MB
- ~Get Your Files Here !/04 - Training Deep Neural Networks/003 Overfitting - Regularization - Dropout.mp4 28.4 MB
- ~Get Your Files Here !/03 - Neural Networks/002 Tuning Hyperparameters in Neural Network.mp4 28.3 MB
- ~Get Your Files Here !/02 - Training Machine Learning Models/013 Mapping non-linear functions using linear techniques.mp4 28.3 MB
- ~Get Your Files Here !/02 - Training Machine Learning Models/012 Classification Model - Logistic Regression.mp4 24.8 MB
- ~Get Your Files Here !/02 - Training Machine Learning Models/008 Non-parametric method - Locally Weighted Linear Regression.mp4 24.3 MB
- ~Get Your Files Here !/02 - Training Machine Learning Models/011 Classification Models in sklearn.mp4 22.9 MB
- ~Get Your Files Here !/02 - Training Machine Learning Models/014 Overfitting and Regularization.mp4 22.0 MB
- ~Get Your Files Here !/04 - Training Deep Neural Networks/004 Batch Normalization.mp4 21.8 MB
- ~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/002 Parametric Models.mp4 20.9 MB
- ~Get Your Files Here !/02 - Training Machine Learning Models/007 Normal Equations.mp4 19.5 MB
- ~Get Your Files Here !/02 - Training Machine Learning Models/003 Classification.mp4 17.9 MB
- ~Get Your Files Here !/04 - Training Deep Neural Networks/010 GRU Units.mp4 17.8 MB
- ~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/001 Types of Machine Learning.mp4 15.5 MB
- ~Get Your Files Here !/02 - Training Machine Learning Models/002 Regression.mp4 13.7 MB
- ~Get Your Files Here !/02 - Training Machine Learning Models/009 Ridge Regression.mp4 13.4 MB
- ~Get Your Files Here !/02 - Training Machine Learning Models/010 Lasso Regression.mp4 4.9 MB
- ~Get Your Files Here !/06 - Implementation and Case Studies/003 Case Study - Load Forecasting_en.vtt 17.5 KB
- ~Get Your Files Here !/03 - Neural Networks/001 Neural Networks Forward Propagation Backward Propagation GDstochasticMinibatch_en.vtt 16.7 KB
- ~Get Your Files Here !/04 - Training Deep Neural Networks/006 Convolutional Neural Networks_en.vtt 16.3 KB
- ~Get Your Files Here !/02 - Training Machine Learning Models/016 Decision Trees_en.vtt 16.0 KB
- ~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/005 Dimensionality Reducing Principle Component Analysis - Eigen Decomposition_en.vtt 13.8 KB
- ~Get Your Files Here !/06 - Implementation and Case Studies/002 Case Study - Digits Classification_en.vtt 13.8 KB
- ~Get Your Files Here !/06 - Implementation and Case Studies/001 Getting started with Python and Machine Learning_en.vtt 13.5 KB
- ~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/004 Central Limit Theorem. Gaussian Distribution. ML framework_en.vtt 11.6 KB
- ~Get Your Files Here !/02 - Training Machine Learning Models/001 Supervised Machine Learning_en.vtt 10.5 KB
- ~Get Your Files Here !/05 - Unsupervised Learning/001 Clustering_en.vtt 9.9 KB
- ~Get Your Files Here !/04 - Training Deep Neural Networks/005 Is it possible for deeper networks to be faster than shallow networks ResNet_en.vtt 8.6 KB
- ~Get Your Files Here !/04 - Training Deep Neural Networks/002 Common Tricks for building a Deep NN & Improving accuracy performance_en.vtt 7.8 KB
- ~Get Your Files Here !/02 - Training Machine Learning Models/015 Support Vector Machines_en.vtt 7.5 KB
- ~Get Your Files Here !/02 - Training Machine Learning Models/006 Tips for Gradient Descent_en.vtt 6.7 KB
- ~Get Your Files Here !/04 - Training Deep Neural Networks/001 Deep Learning - Requirements_en.vtt 6.4 KB
- ~Get Your Files Here !/02 - Training Machine Learning Models/005 Gradient Descent_en.vtt 6.3 KB
- ~Get Your Files Here !/04 - Training Deep Neural Networks/008 Recurrent Neural Networks_en.vtt 6.2 KB
- ~Get Your Files Here !/03 - Neural Networks/002 Tuning Hyperparameters in Neural Network_en.vtt 6.2 KB
- ~Get Your Files Here !/04 - Training Deep Neural Networks/003 Overfitting - Regularization - Dropout_en.vtt 6.1 KB
- ~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/001 Types of Machine Learning_en.vtt 5.9 KB
- ~Get Your Files Here !/04 - Training Deep Neural Networks/009 LSTM Units_en.vtt 5.9 KB
- ~Get Your Files Here !/02 - Training Machine Learning Models/012 Classification Model - Logistic Regression_en.vtt 5.6 KB
- ~Get Your Files Here !/04 - Training Deep Neural Networks/007 Maximum Pooling Layers_en.vtt 5.5 KB
- ~Get Your Files Here !/02 - Training Machine Learning Models/013 Mapping non-linear functions using linear techniques_en.vtt 5.5 KB
- ~Get Your Files Here !/02 - Training Machine Learning Models/004 Linear Regression_en.vtt 5.3 KB
- ~Get Your Files Here !/02 - Training Machine Learning Models/003 Classification_en.vtt 5.1 KB
- ~Get Your Files Here !/02 - Training Machine Learning Models/007 Normal Equations_en.vtt 4.7 KB
- ~Get Your Files Here !/02 - Training Machine Learning Models/008 Non-parametric method - Locally Weighted Linear Regression_en.vtt 4.6 KB
- ~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/003 Non-parametric Models_en.vtt 4.6 KB
- ~Get Your Files Here !/02 - Training Machine Learning Models/014 Overfitting and Regularization_en.vtt 4.3 KB
- ~Get Your Files Here !/04 - Training Deep Neural Networks/010 GRU Units_en.vtt 4.2 KB
- ~Get Your Files Here !/02 - Training Machine Learning Models/002 Regression_en.vtt 4.0 KB
- ~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/002 Parametric Models_en.vtt 4.0 KB
- ~Get Your Files Here !/04 - Training Deep Neural Networks/004 Batch Normalization_en.vtt 3.8 KB
- ~Get Your Files Here !/02 - Training Machine Learning Models/011 Classification Models in sklearn_en.vtt 3.6 KB
- ~Get Your Files Here !/02 - Training Machine Learning Models/009 Ridge Regression_en.vtt 3.4 KB
- ~Get Your Files Here !/02 - Training Machine Learning Models/010 Lasso Regression_en.vtt 1.8 KB
- ~Get Your Files Here !/Bonus Resources.txt 386 bytes
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