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[FreeCoursesOnline.Me] [Packt] Hands-On Problem Solving for Machine Learning [FCO]
magnet:?xt=urn:btih:69c4213c98bfb2a9eaf090d82ca930a3d131c0d4&dn=[FreeCoursesOnline.Me] [Packt] Hands-On Problem Solving for Machine Learning [FCO]
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文件列表详情
69c4213c98bfb2a9eaf090d82ca930a3d131c0d4
infohash:
19
文件数量
828.95 MB
文件大小
2019-4-7 19:50
创建日期
2024-7-8 11:09
最后访问
相关分词
FreeCoursesOnline
Me
Packt
Hands-On
Problem
Solving
for
Machine
Learning
FCO
1.Working with Machine Learning/01.The Course Overview.mp4 24.23 MB
1.Working with Machine Learning/02.Goals and Variations in Machine Learning.mp4 108.52 MB
1.Working with Machine Learning/03.Installing WinPython and Using Jupyter Notebooks.mp4 34.58 MB
1.Working with Machine Learning/04.Exploring Your Data Using Pandas.mp4 30.94 MB
2.Data Wrangling/05.Types of Messy Data and How to Clean Them.mp4 30.57 MB
2.Data Wrangling/06.Parsing Timestamps and Splitting Columns.mp4 36.56 MB
2.Data Wrangling/07.Loading Data from Excel, CSVs, and SQL.mp4 30.95 MB
3.Linear Regression — Predict Median Living Costs/08.Understanding Linear Regression.mp4 31.56 MB
3.Linear Regression — Predict Median Living Costs/09.Implementing Linear Regression with Scikit-learn.mp4 31.75 MB
3.Linear Regression — Predict Median Living Costs/10.Troubleshooting Linear Regression.mp4 32.76 MB
4.Logistic Regression Classify/11.Exploring and Cleaning the Plants Dataset.mp4 38.33 MB
4.Logistic Regression Classify/12.Understanding Logistic Regression.mp4 23.99 MB
4.Logistic Regression Classify/13.Implementing Train-Test-Splits and Logistic Regression.mp4 36.94 MB
5.Predicting the Future/14.Build a Robust Model with Cross Validation.mp4 32.79 MB
5.Predicting the Future/15.Create Complex Models with Scikit-learn Pipelines.mp4 37.05 MB
5.Predicting the Future/16.Find the Best Model with Hyperparameter Search.mp4 38.99 MB
6.Diagnosing Issues with Models/17.Understanding Our Accuracy in Predicting Numbers.mp4 37.63 MB
6.Diagnosing Issues with Models/18.Assessing Our Correctness in Predicting Labels.mp4 29.95 MB
6.Diagnosing Issues with Models/19.Dealing with Overfitting Using Regularization.mp4 160.87 MB
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