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种子名称： Packt.Step.by.Step.Machine.Learning.with.Python
文件类型： 视频
文件数目： 47个文件
文件大小： 951.29 MB
收录时间： 2017-12-12 22:14
已经下载： 3次
资源热度： 131
最近下载： 2025-2-7 21:47

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Packt.Step.by.Step.Machine.Learning.with.Python.torrent

1 - Getting Started with Python and Machine Learning/Installing Software and Setting Up.mp422.01MB

1 - Getting Started with Python and Machine Learning/Introduction to Machine Learning.mp413.02MB

1 - Getting Started with Python and Machine Learning/The Course Overview.mp417.18MB

2 - Exploring the 20 Newsgroups Dataset with Text Analysis Algorithms/Clustering.mp410.44MB

2 - Exploring the 20 Newsgroups Dataset with Text Analysis Algorithms/Data Preprocessing.mp49.15MB

2 - Exploring the 20 Newsgroups Dataset with Text Analysis Algorithms/Getting the Newsgroups Data.mp414.1MB

2 - Exploring the 20 Newsgroups Dataset with Text Analysis Algorithms/Machine Learning with Python.mp41.61MB

2 - Exploring the 20 Newsgroups Dataset with Text Analysis Algorithms/Thinking about Features.mp420.34MB

2 - Exploring the 20 Newsgroups Dataset with Text Analysis Algorithms/Topic Modeling.mp413.04MB

2 - Exploring the 20 Newsgroups Dataset with Text Analysis Algorithms/Touring Powerful NLP Libraries in Python.mp440.29MB

2 - Exploring the 20 Newsgroups Dataset with Text Analysis Algorithms/Understanding NLP.mp415.97MB

2 - Exploring the 20 Newsgroups Dataset with Text Analysis Algorithms/Visualization.mp411.53MB

3 - Spam Email Detection with Naïve Bayes#/Classifier Performance Evaluation.mp436.98MB

3 - Spam Email Detection with Naïve Bayes#/Exploring Naïve Bayes.mp45.1MB

3 - Spam Email Detection with Naïve Bayes#/Getting Started with Classification.mp48.76MB

3 - Spam Email Detection with Naïve Bayes#/Model Tuning and cross-validation.mp418.26MB

3 - Spam Email Detection with Naïve Bayes#/The Mechanics of Naïve Bayes.mp47.33MB

3 - Spam Email Detection with Naïve Bayes#/The Naïve Bayes Implementation.mp457.36MB

4 - News Topic Classification with Support Vector Machine/Choosing Between the Linear and the RBF Kernel.mp414.21MB

4 - News Topic Classification with Support Vector Machine/Fetal State Classification with SVM.mp421.84MB

4 - News Topic Classification with Support Vector Machine/News topic Classification with Support Vector Machine.mp436.37MB

4 - News Topic Classification with Support Vector Machine/Recap and Inverse Document Frequency.mp416.63MB

4 - News Topic Classification with Support Vector Machine/The Implementations of SVM.mp419.68MB

4 - News Topic Classification with Support Vector Machine/The Kernels of SVM.mp411.79MB

4 - News Topic Classification with Support Vector Machine/The Mechanics of SVM.mp49.16MB

5 - Click-Through Prediction with Tree-Based Algorithms/Brief Overview of Advertising Click-Through Prediction.mp411MB

5 - Click-Through Prediction with Tree-Based Algorithms/Click-Through Prediction with Decision Tree.mp424.99MB

5 - Click-Through Prediction with Tree-Based Algorithms/Decision Tree Classifier.mp436.69MB

5 - Click-Through Prediction with Tree-Based Algorithms/Random Forest - Feature Bagging of Decision Tree.mp418.28MB

5 - Click-Through Prediction with Tree-Based Algorithms/The Implementations of Decision Tree.mp422.81MB

6 - Click-Through Prediction with Logistic Regression#/Click-Through Prediction with Logistic Regression by Gradient Descent.mp475.32MB

6 - Click-Through Prediction with Logistic Regression#/Feature Selection via Random Forest.mp416.04MB

6 - Click-Through Prediction with Logistic Regression#/Logistic Regression Classifier.mp437.4MB

6 - Click-Through Prediction with Logistic Regression#/One-Hot Encoding - Converting Categorical Features to Numerical.mp421.42MB

7 - Stock Price Prediction with Regression Algorithms/Brief Overview of the Stock Market And Stock Price.mp47.05MB

7 - Stock Price Prediction with Regression Algorithms/Data Acquisition and Feature Generation.mp412.29MB

7 - Stock Price Prediction with Regression Algorithms/Decision Tree Regression.mp427.45MB

7 - Stock Price Prediction with Regression Algorithms/Linear Regression.mp430.28MB

7 - Stock Price Prediction with Regression Algorithms/Machine Learning with Python.mp41.61MB

7 - Stock Price Prediction with Regression Algorithms/Predicting Stock Price with Regression Algorithms.mp424.42MB

7 - Stock Price Prediction with Regression Algorithms/Regression Performance Evaluation.mp412.72MB

7 - Stock Price Prediction with Regression Algorithms/Stock Price Prediction with Regression Algorithms.mp434.23MB

7 - Stock Price Prediction with Regression Algorithms/Support Vector Regression.mp48.09MB

8 - Best Practices/Best Practices in Data Preparation Stage.mp431.86MB

8 - Best Practices/Best Practices in the Deployment and Monitoring Stage.mp413.9MB

8 - Best Practices/Best Practices in the Model Training, Evaluation, and Selection Stage.mp410.84MB

8 - Best Practices/Best Practices in the Training Sets Generation Stage.mp420.46MB