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

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种子哈希:38cb6ec2a5a372686f59d7102485644bb9d19bf9
文件大小: 1.53G
已经下载:306次
下载速度:极快
收录时间:2022-04-12
最近下载:2025-10-02

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文件列表

  • ~Get Your Files Here !/06 - Implementation and Case Studies/003 Case Study - Load Forecasting.mp4 196.8 MB
  • ~Get Your Files Here !/06 - Implementation and Case Studies/002 Case Study - Digits Classification.mp4 140.4 MB
  • ~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/004 Central Limit Theorem. Gaussian Distribution. ML framework.mp4 88.5 MB
  • ~Get Your Files Here !/03 - Neural Networks/001 Neural Networks Forward Propagation Backward Propagation GDstochasticMinibatch.mp4 88.1 MB
  • ~Get Your Files Here !/04 - Training Deep Neural Networks/006 Convolutional Neural Networks.mp4 86.5 MB
  • ~Get Your Files Here !/02 - Training Machine Learning Models/016 Decision Trees.mp4 77.0 MB
  • ~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/005 Dimensionality Reducing Principle Component Analysis - Eigen Decomposition.mp4 71.7 MB
  • ~Get Your Files Here !/04 - Training Deep Neural Networks/002 Common Tricks for building a Deep NN & Improving accuracy performance.mp4 51.0 MB
  • ~Get Your Files Here !/06 - Implementation and Case Studies/001 Getting started with Python and Machine Learning.mp4 49.1 MB
  • ~Get Your Files Here !/04 - Training Deep Neural Networks/001 Deep Learning - Requirements.mp4 48.0 MB
  • ~Get Your Files Here !/05 - Unsupervised Learning/001 Clustering.mp4 45.8 MB
  • ~Get Your Files Here !/02 - Training Machine Learning Models/005 Gradient Descent.mp4 42.2 MB
  • ~Get Your Files Here !/02 - Training Machine Learning Models/001 Supervised Machine Learning.mp4 40.8 MB
  • ~Get Your Files Here !/02 - Training Machine Learning Models/004 Linear Regression.mp4 38.9 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 37.9 MB
  • ~Get Your Files Here !/02 - Training Machine Learning Models/006 Tips for Gradient Descent.mp4 36.5 MB
  • ~Get Your Files Here !/04 - Training Deep Neural Networks/008 Recurrent Neural Networks.mp4 34.5 MB
  • ~Get Your Files Here !/04 - Training Deep Neural Networks/007 Maximum Pooling Layers.mp4 33.6 MB
  • ~Get Your Files Here !/02 - Training Machine Learning Models/015 Support Vector Machines.mp4 33.5 MB
  • ~Get Your Files Here !/04 - Training Deep Neural Networks/009 LSTM Units.mp4 32.7 MB
  • ~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/003 Non-parametric Models.mp4 31.6 MB
  • ~Get Your Files Here !/04 - Training Deep Neural Networks/003 Overfitting - Regularization - Dropout.mp4 29.8 MB
  • ~Get Your Files Here !/03 - Neural Networks/002 Tuning Hyperparameters in Neural Network.mp4 29.6 MB
  • ~Get Your Files Here !/02 - Training Machine Learning Models/013 Mapping non-linear functions using linear techniques.mp4 29.6 MB
  • ~Get Your Files Here !/02 - Training Machine Learning Models/012 Classification Model - Logistic Regression.mp4 26.0 MB
  • ~Get Your Files Here !/02 - Training Machine Learning Models/008 Non-parametric method - Locally Weighted Linear Regression.mp4 25.5 MB
  • ~Get Your Files Here !/02 - Training Machine Learning Models/011 Classification Models in sklearn.mp4 24.0 MB
  • ~Get Your Files Here !/02 - Training Machine Learning Models/014 Overfitting and Regularization.mp4 23.1 MB
  • ~Get Your Files Here !/04 - Training Deep Neural Networks/004 Batch Normalization.mp4 22.9 MB
  • ~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/002 Parametric Models.mp4 21.9 MB
  • ~Get Your Files Here !/02 - Training Machine Learning Models/007 Normal Equations.mp4 20.4 MB
  • ~Get Your Files Here !/02 - Training Machine Learning Models/003 Classification.mp4 18.8 MB
  • ~Get Your Files Here !/04 - Training Deep Neural Networks/010 GRU Units.mp4 18.6 MB
  • ~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/001 Types of Machine Learning.mp4 16.2 MB
  • ~Get Your Files Here !/02 - Training Machine Learning Models/002 Regression.mp4 14.3 MB
  • ~Get Your Files Here !/02 - Training Machine Learning Models/009 Ridge Regression.mp4 14.1 MB
  • ~Get Your Files Here !/02 - Training Machine Learning Models/010 Lasso Regression.mp4 5.2 MB
  • ~Get Your Files Here !/06 - Implementation and Case Studies/003 Case Study - Load Forecasting_en.vtt 17.9 kB
  • ~Get Your Files Here !/03 - Neural Networks/001 Neural Networks Forward Propagation Backward Propagation GDstochasticMinibatch_en.vtt 17.1 kB
  • ~Get Your Files Here !/04 - Training Deep Neural Networks/006 Convolutional Neural Networks_en.vtt 16.7 kB
  • ~Get Your Files Here !/02 - Training Machine Learning Models/016 Decision Trees_en.vtt 16.4 kB
  • ~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/005 Dimensionality Reducing Principle Component Analysis - Eigen Decomposition_en.vtt 14.1 kB
  • ~Get Your Files Here !/06 - Implementation and Case Studies/002 Case Study - Digits Classification_en.vtt 14.1 kB
  • ~Get Your Files Here !/06 - Implementation and Case Studies/001 Getting started with Python and Machine Learning_en.vtt 13.8 kB
  • ~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/004 Central Limit Theorem. Gaussian Distribution. ML framework_en.vtt 11.8 kB
  • ~Get Your Files Here !/02 - Training Machine Learning Models/001 Supervised Machine Learning_en.vtt 10.8 kB
  • ~Get Your Files Here !/05 - Unsupervised Learning/001 Clustering_en.vtt 10.1 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 8.8 kB
  • ~Get Your Files Here !/04 - Training Deep Neural Networks/002 Common Tricks for building a Deep NN & Improving accuracy performance_en.vtt 8.0 kB
  • ~Get Your Files Here !/02 - Training Machine Learning Models/015 Support Vector Machines_en.vtt 7.7 kB
  • ~Get Your Files Here !/02 - Training Machine Learning Models/006 Tips for Gradient Descent_en.vtt 6.9 kB
  • ~Get Your Files Here !/04 - Training Deep Neural Networks/001 Deep Learning - Requirements_en.vtt 6.6 kB
  • ~Get Your Files Here !/02 - Training Machine Learning Models/005 Gradient Descent_en.vtt 6.5 kB
  • ~Get Your Files Here !/04 - Training Deep Neural Networks/008 Recurrent Neural Networks_en.vtt 6.4 kB
  • ~Get Your Files Here !/03 - Neural Networks/002 Tuning Hyperparameters in Neural Network_en.vtt 6.3 kB
  • ~Get Your Files Here !/04 - Training Deep Neural Networks/003 Overfitting - Regularization - Dropout_en.vtt 6.2 kB
  • ~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/001 Types of Machine Learning_en.vtt 6.0 kB
  • ~Get Your Files Here !/04 - Training Deep Neural Networks/009 LSTM Units_en.vtt 6.0 kB
  • ~Get Your Files Here !/02 - Training Machine Learning Models/012 Classification Model - Logistic Regression_en.vtt 5.8 kB
  • ~Get Your Files Here !/04 - Training Deep Neural Networks/007 Maximum Pooling Layers_en.vtt 5.7 kB
  • ~Get Your Files Here !/02 - Training Machine Learning Models/013 Mapping non-linear functions using linear techniques_en.vtt 5.6 kB
  • ~Get Your Files Here !/02 - Training Machine Learning Models/004 Linear Regression_en.vtt 5.5 kB
  • ~Get Your Files Here !/02 - Training Machine Learning Models/003 Classification_en.vtt 5.2 kB
  • ~Get Your Files Here !/02 - Training Machine Learning Models/007 Normal Equations_en.vtt 4.8 kB
  • ~Get Your Files Here !/02 - Training Machine Learning Models/008 Non-parametric method - Locally Weighted Linear Regression_en.vtt 4.7 kB
  • ~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/003 Non-parametric Models_en.vtt 4.7 kB
  • ~Get Your Files Here !/02 - Training Machine Learning Models/014 Overfitting and Regularization_en.vtt 4.4 kB
  • ~Get Your Files Here !/04 - Training Deep Neural Networks/010 GRU Units_en.vtt 4.3 kB
  • ~Get Your Files Here !/02 - Training Machine Learning Models/002 Regression_en.vtt 4.1 kB
  • ~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/002 Parametric Models_en.vtt 4.1 kB
  • ~Get Your Files Here !/04 - Training Deep Neural Networks/004 Batch Normalization_en.vtt 3.9 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 3.5 kB
  • ~Get Your Files Here !/02 - Training Machine Learning Models/010 Lasso Regression_en.vtt 1.9 kB
  • ~Get Your Files Here !/Bonus Resources.txt 386 Bytes
  • Get Bonus Downloads Here.url 182 Bytes

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