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[FreeCoursesOnline.Me] [Packt] Hands-On Problem Solving for Machine Learning [FCO]

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File Name
Size
1.Working with Machine Learning/01.The Course Overview.mp4
24 MB
1.Working with Machine Learning/02.Goals and Variations in Machine Learning.mp4
108 MB
1.Working with Machine Learning/03.Installing WinPython and Using Jupyter Notebooks.mp4
35 MB
1.Working with Machine Learning/04.Exploring Your Data Using Pandas.mp4
31 MB
2.Data Wrangling/05.Types of Messy Data and How to Clean Them.mp4
31 MB
2.Data Wrangling/06.Parsing Timestamps and Splitting Columns.mp4
37 MB
2.Data Wrangling/07.Loading Data from Excel, CSVs, and SQL.mp4
31 MB
3.Linear Regression — Predict Median Living Costs/08.Understanding Linear Regression.mp4
32 MB
3.Linear Regression — Predict Median Living Costs/09.Implementing Linear Regression with Scikit-learn.mp4
32 MB
3.Linear Regression — Predict Median Living Costs/10.Troubleshooting Linear Regression.mp4
33 MB
4.Logistic Regression Classify/11.Exploring and Cleaning the Plants Dataset.mp4
38 MB
4.Logistic Regression Classify/12.Understanding Logistic Regression.mp4
24 MB
4.Logistic Regression Classify/13.Implementing Train-Test-Splits and Logistic Regression.mp4
37 MB
5.Predicting the Future/14.Build a Robust Model with Cross Validation.mp4
33 MB
5.Predicting the Future/15.Create Complex Models with Scikit-learn Pipelines.mp4
37 MB
5.Predicting the Future/16.Find the Best Model with Hyperparameter Search.mp4
39 MB
6.Diagnosing Issues with Models/17.Understanding Our Accuracy in Predicting Numbers.mp4
38 MB
6.Diagnosing Issues with Models/18.Assessing Our Correctness in Predicting Labels.mp4
30 MB
6.Diagnosing Issues with Models/19.Dealing with Overfitting Using Regularization.mp4
161 MB
Exercise Files/code_37042.zip
76 kB
Discuss.FTUForum.com.html
32 kB
FreeCoursesOnline.Me.html
108 kB
FTUForum.com.html
100 kB
How you can help Team-FTU.txt
235 B
[TGx]Downloaded from torrentgalaxy.org.txt
524 B
Torrent Downloaded From GloDls.to.txt
84 B