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Packt.Step.by.Step.Machine.Learning.with.Python
magnet:?xt=urn:btih:cc6469702160d18e078735731ab059a59bdc3dd7&dn=Packt.Step.by.Step.Machine.Learning.with.Python
磁力链接详情
Hash值:
cc6469702160d18e078735731ab059a59bdc3dd7
点击数:
102
文件大小:
951.29 MB
文件数量:
47
创建日期:
2017-12-12 22:14
最后访问:
2024-7-8 09:29
访问标签:
Packt
Step
by
Step
Machine
Learning
with
Python
文件列表详情
1 - Getting Started with Python and Machine Learning/Installing Software and Setting Up.mp4 22.01 MB
1 - Getting Started with Python and Machine Learning/Introduction to Machine Learning.mp4 13.02 MB
1 - Getting Started with Python and Machine Learning/The Course Overview.mp4 17.18 MB
2 - Exploring the 20 Newsgroups Dataset with Text Analysis Algorithms/Clustering.mp4 10.44 MB
2 - Exploring the 20 Newsgroups Dataset with Text Analysis Algorithms/Data Preprocessing.mp4 9.15 MB
2 - Exploring the 20 Newsgroups Dataset with Text Analysis Algorithms/Getting the Newsgroups Data.mp4 14.1 MB
2 - Exploring the 20 Newsgroups Dataset with Text Analysis Algorithms/Machine Learning with Python.mp4 1.61 MB
2 - Exploring the 20 Newsgroups Dataset with Text Analysis Algorithms/Thinking about Features.mp4 20.34 MB
2 - Exploring the 20 Newsgroups Dataset with Text Analysis Algorithms/Topic Modeling.mp4 13.04 MB
2 - Exploring the 20 Newsgroups Dataset with Text Analysis Algorithms/Touring Powerful NLP Libraries in Python.mp4 40.29 MB
2 - Exploring the 20 Newsgroups Dataset with Text Analysis Algorithms/Understanding NLP.mp4 15.97 MB
2 - Exploring the 20 Newsgroups Dataset with Text Analysis Algorithms/Visualization.mp4 11.53 MB
3 - Spam Email Detection with Naïve Bayes#/Classifier Performance Evaluation.mp4 36.98 MB
3 - Spam Email Detection with Naïve Bayes#/Exploring Naïve Bayes.mp4 5.1 MB
3 - Spam Email Detection with Naïve Bayes#/Getting Started with Classification.mp4 8.76 MB
3 - Spam Email Detection with Naïve Bayes#/Model Tuning and cross-validation.mp4 18.26 MB
3 - Spam Email Detection with Naïve Bayes#/The Mechanics of Naïve Bayes.mp4 7.33 MB
3 - Spam Email Detection with Naïve Bayes#/The Naïve Bayes Implementation.mp4 57.36 MB
4 - News Topic Classification with Support Vector Machine/Choosing Between the Linear and the RBF Kernel.mp4 14.21 MB
4 - News Topic Classification with Support Vector Machine/Fetal State Classification with SVM.mp4 21.84 MB
4 - News Topic Classification with Support Vector Machine/News topic Classification with Support Vector Machine.mp4 36.37 MB
4 - News Topic Classification with Support Vector Machine/Recap and Inverse Document Frequency.mp4 16.63 MB
4 - News Topic Classification with Support Vector Machine/The Implementations of SVM.mp4 19.68 MB
4 - News Topic Classification with Support Vector Machine/The Kernels of SVM.mp4 11.79 MB
4 - News Topic Classification with Support Vector Machine/The Mechanics of SVM.mp4 9.16 MB
5 - Click-Through Prediction with Tree-Based Algorithms/Brief Overview of Advertising Click-Through Prediction.mp4 11 MB
5 - Click-Through Prediction with Tree-Based Algorithms/Click-Through Prediction with Decision Tree.mp4 24.99 MB
5 - Click-Through Prediction with Tree-Based Algorithms/Decision Tree Classifier.mp4 36.69 MB
5 - Click-Through Prediction with Tree-Based Algorithms/Random Forest - Feature Bagging of Decision Tree.mp4 18.28 MB
5 - Click-Through Prediction with Tree-Based Algorithms/The Implementations of Decision Tree.mp4 22.81 MB
6 - Click-Through Prediction with Logistic Regression#/Click-Through Prediction with Logistic Regression by Gradient Descent.mp4 75.32 MB
6 - Click-Through Prediction with Logistic Regression#/Feature Selection via Random Forest.mp4 16.04 MB
6 - Click-Through Prediction with Logistic Regression#/Logistic Regression Classifier.mp4 37.4 MB
6 - Click-Through Prediction with Logistic Regression#/One-Hot Encoding - Converting Categorical Features to Numerical.mp4 21.42 MB
7 - Stock Price Prediction with Regression Algorithms/Brief Overview of the Stock Market And Stock Price.mp4 7.05 MB
7 - Stock Price Prediction with Regression Algorithms/Data Acquisition and Feature Generation.mp4 12.29 MB
7 - Stock Price Prediction with Regression Algorithms/Decision Tree Regression.mp4 27.45 MB
7 - Stock Price Prediction with Regression Algorithms/Linear Regression.mp4 30.28 MB
7 - Stock Price Prediction with Regression Algorithms/Machine Learning with Python.mp4 1.61 MB
7 - Stock Price Prediction with Regression Algorithms/Predicting Stock Price with Regression Algorithms.mp4 24.42 MB
7 - Stock Price Prediction with Regression Algorithms/Regression Performance Evaluation.mp4 12.72 MB
7 - Stock Price Prediction with Regression Algorithms/Stock Price Prediction with Regression Algorithms.mp4 34.23 MB
7 - Stock Price Prediction with Regression Algorithms/Support Vector Regression.mp4 8.09 MB
8 - Best Practices/Best Practices in Data Preparation Stage.mp4 31.86 MB
8 - Best Practices/Best Practices in the Deployment and Monitoring Stage.mp4 13.9 MB
8 - Best Practices/Best Practices in the Model Training, Evaluation, and Selection Stage.mp4 10.84 MB
8 - Best Practices/Best Practices in the Training Sets Generation Stage.mp4 20.46 MB
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