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[ DevCourseWeb Com ] Udemy - Machine Learning Deep Learning for Interviewees and Researcher

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Title: UdemyGroup: NOGRPSource: Udemy
Info Hash
38CB6EC2A5A372686F59D7102485644BB9D19BF9
Source
Unverified
Total Size
1.53 GB
Total Files
76
Seeders
0
Leechers
1
Health
Score
1
Type
Bookware

File List

FileSize
Get Bonus Downloads Here.url182 B
~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/001 Types of Machine Learning.mp415.45 MB
~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/001 Types of Machine Learning_en.vtt5.88 KB
~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/002 Parametric Models.mp420.89 MB
~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/002 Parametric Models_en.vtt4.04 KB
~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/003 Non-parametric Models.mp430.1 MB
~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/003 Non-parametric Models_en.vtt4.56 KB
~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/004 Central Limit Theorem. Gaussian Distribution. ML framework.mp484.36 MB
~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/004 Central Limit Theorem. Gaussian Distribution. ML framework_en.vtt11.57 KB
~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/005 Dimensionality Reducing Principle Component Analysis - Eigen Decomposition.mp468.33 MB
~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/005 Dimensionality Reducing Principle Component Analysis - Eigen Decomposition_en.vtt13.77 KB
~Get Your Files Here !/02 - Training Machine Learning Models/001 Supervised Machine Learning.mp438.88 MB
~Get Your Files Here !/02 - Training Machine Learning Models/001 Supervised Machine Learning_en.vtt10.5 KB
~Get Your Files Here !/02 - Training Machine Learning Models/002 Regression.mp413.66 MB
~Get Your Files Here !/02 - Training Machine Learning Models/002 Regression_en.vtt4.04 KB
~Get Your Files Here !/02 - Training Machine Learning Models/003 Classification.mp417.93 MB
~Get Your Files Here !/02 - Training Machine Learning Models/003 Classification_en.vtt5.1 KB
~Get Your Files Here !/02 - Training Machine Learning Models/004 Linear Regression.mp437.06 MB
~Get Your Files Here !/02 - Training Machine Learning Models/004 Linear Regression_en.vtt5.33 KB
~Get Your Files Here !/02 - Training Machine Learning Models/005 Gradient Descent.mp440.26 MB
~Get Your Files Here !/02 - Training Machine Learning Models/005 Gradient Descent_en.vtt6.33 KB
~Get Your Files Here !/02 - Training Machine Learning Models/006 Tips for Gradient Descent.mp434.8 MB
~Get Your Files Here !/02 - Training Machine Learning Models/006 Tips for Gradient Descent_en.vtt6.73 KB
~Get Your Files Here !/02 - Training Machine Learning Models/007 Normal Equations.mp419.47 MB
~Get Your Files Here !/02 - Training Machine Learning Models/007 Normal Equations_en.vtt4.68 KB
~Get Your Files Here !/02 - Training Machine Learning Models/008 Non-parametric method - Locally Weighted Linear Regression.mp424.3 MB
~Get Your Files Here !/02 - Training Machine Learning Models/008 Non-parametric method - Locally Weighted Linear Regression_en.vtt4.58 KB
~Get Your Files Here !/02 - Training Machine Learning Models/009 Ridge Regression.mp413.41 MB
~Get Your Files Here !/02 - Training Machine Learning Models/009 Ridge Regression_en.vtt3.4 KB
~Get Your Files Here !/02 - Training Machine Learning Models/010 Lasso Regression.mp44.93 MB
~Get Your Files Here !/02 - Training Machine Learning Models/010 Lasso Regression_en.vtt1.85 KB
~Get Your Files Here !/02 - Training Machine Learning Models/011 Classification Models in sklearn.mp422.86 MB
~Get Your Files Here !/02 - Training Machine Learning Models/011 Classification Models in sklearn_en.vtt3.56 KB
~Get Your Files Here !/02 - Training Machine Learning Models/012 Classification Model - Logistic Regression.mp424.8 MB
~Get Your Files Here !/02 - Training Machine Learning Models/012 Classification Model - Logistic Regression_en.vtt5.62 KB
~Get Your Files Here !/02 - Training Machine Learning Models/013 Mapping non-linear functions using linear techniques.mp428.26 MB
~Get Your Files Here !/02 - Training Machine Learning Models/013 Mapping non-linear functions using linear techniques_en.vtt5.46 KB
~Get Your Files Here !/02 - Training Machine Learning Models/014 Overfitting and Regularization.mp422.04 MB
~Get Your Files Here !/02 - Training Machine Learning Models/014 Overfitting and Regularization_en.vtt4.26 KB
~Get Your Files Here !/02 - Training Machine Learning Models/015 Support Vector Machines.mp431.91 MB
~Get Your Files Here !/02 - Training Machine Learning Models/015 Support Vector Machines_en.vtt7.52 KB
~Get Your Files Here !/02 - Training Machine Learning Models/016 Decision Trees.mp473.44 MB
~Get Your Files Here !/02 - Training Machine Learning Models/016 Decision Trees_en.vtt16.02 KB
~Get Your Files Here !/03 - Neural Networks/001 Neural Networks Forward Propagation Backward Propagation GDstochasticMinibatch.mp484.02 MB
~Get Your Files Here !/03 - Neural Networks/001 Neural Networks Forward Propagation Backward Propagation GDstochasticMinibatch_en.vtt16.71 KB
~Get Your Files Here !/03 - Neural Networks/002 Tuning Hyperparameters in Neural Network.mp428.26 MB
~Get Your Files Here !/03 - Neural Networks/002 Tuning Hyperparameters in Neural Network_en.vtt6.15 KB
~Get Your Files Here !/04 - Training Deep Neural Networks/001 Deep Learning - Requirements.mp445.8 MB
~Get Your Files Here !/04 - Training Deep Neural Networks/001 Deep Learning - Requirements_en.vtt6.42 KB
~Get Your Files Here !/04 - Training Deep Neural Networks/002 Common Tricks for building a Deep NN & Improving accuracy performance.mp448.6 MB
~Get Your Files Here !/04 - Training Deep Neural Networks/002 Common Tricks for building a Deep NN & Improving accuracy performance_en.vtt7.79 KB
~Get Your Files Here !/04 - Training Deep Neural Networks/003 Overfitting - Regularization - Dropout.mp428.44 MB
~Get Your Files Here !/04 - Training Deep Neural Networks/003 Overfitting - Regularization - Dropout_en.vtt6.09 KB
~Get Your Files Here !/04 - Training Deep Neural Networks/004 Batch Normalization.mp421.82 MB
~Get Your Files Here !/04 - Training Deep Neural Networks/004 Batch Normalization_en.vtt3.83 KB
~Get Your Files Here !/04 - Training Deep Neural Networks/005 Is it possible for deeper networks to be faster than shallow networks ResNet.mp436.13 MB
~Get Your Files Here !/04 - Training Deep Neural Networks/005 Is it possible for deeper networks to be faster than shallow networks ResNet_en.vtt8.59 KB
~Get Your Files Here !/04 - Training Deep Neural Networks/006 Convolutional Neural Networks.mp482.53 MB
~Get Your Files Here !/04 - Training Deep Neural Networks/006 Convolutional Neural Networks_en.vtt16.34 KB
~Get Your Files Here !/04 - Training Deep Neural Networks/007 Maximum Pooling Layers.mp432 MB
~Get Your Files Here !/04 - Training Deep Neural Networks/007 Maximum Pooling Layers_en.vtt5.53 KB
~Get Your Files Here !/04 - Training Deep Neural Networks/008 Recurrent Neural Networks.mp432.88 MB
~Get Your Files Here !/04 - Training Deep Neural Networks/008 Recurrent Neural Networks_en.vtt6.2 KB
~Get Your Files Here !/04 - Training Deep Neural Networks/009 LSTM Units.mp431.22 MB
~Get Your Files Here !/04 - Training Deep Neural Networks/009 LSTM Units_en.vtt5.86 KB
~Get Your Files Here !/04 - Training Deep Neural Networks/010 GRU Units.mp417.77 MB
~Get Your Files Here !/04 - Training Deep Neural Networks/010 GRU Units_en.vtt4.25 KB
~Get Your Files Here !/05 - Unsupervised Learning/001 Clustering.mp443.68 MB
~Get Your Files Here !/05 - Unsupervised Learning/001 Clustering_en.vtt9.86 KB
~Get Your Files Here !/06 - Implementation and Case Studies/001 Getting started with Python and Machine Learning.mp446.8 MB
~Get Your Files Here !/06 - Implementation and Case Studies/001 Getting started with Python and Machine Learning_en.vtt13.49 KB
~Get Your Files Here !/06 - Implementation and Case Studies/002 Case Study - Digits Classification.mp4133.91 MB
~Get Your Files Here !/06 - Implementation and Case Studies/002 Case Study - Digits Classification_en.vtt13.76 KB
~Get Your Files Here !/06 - Implementation and Case Studies/003 Case Study - Load Forecasting.mp4187.73 MB
~Get Your Files Here !/06 - Implementation and Case Studies/003 Case Study - Load Forecasting_en.vtt17.49 KB
~Get Your Files Here !/Bonus Resources.txt386 B

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