[FreeCoursesOnline Me] [Packt] Hands-On Problem Solving for Machine Learning [FCO]
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| Torrent Hash : | 69C4213C98BFB2A9EAF090D82CA930A3D131C0D4 |
| Torrent Added : | 1 Year+ in Other - Other |
| Torrent Size : | 829.26 MB |
[FreeCoursesOnline Me] [Packt] Hands-On Problem Solving for Machine Learning [FCO]
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Torrent File Content (26 files)
[FreeCoursesOnline.Me] [Packt] Hands-On Problem Solving for Machine Learning [FCO]
1.Working with Machine Learning
01.The Course Overview.mp4 -
1.Working with Machine Learning
01.The Course Overview.mp4 -
24.23 MB
02.Goals and Variations in Machine Learning.mp4 -
108.52 MB
03.Installing WinPython and Using Jupyter Notebooks.mp4 -
34.58 MB
04.Exploring Your Data Using Pandas.mp4 -
30.94 MB
2.Data Wrangling
05.Types of Messy Data and How to Clean Them.mp4 -
05.Types of Messy Data and How to Clean Them.mp4 -
30.57 MB
06.Parsing Timestamps and Splitting Columns.mp4 -
36.56 MB
07.Loading Data from Excel, CSVs, and SQL.mp4 -
30.95 MB
3.Linear Regression — Predict Median Living Costs
08.Understanding Linear Regression.mp4 -
08.Understanding Linear Regression.mp4 -
31.56 MB
09.Implementing Linear Regression with Scikit-learn.mp4 -
31.75 MB
10.Troubleshooting Linear Regression.mp4 -
32.76 MB
4.Logistic Regression Classify
11.Exploring and Cleaning the Plants Dataset.mp4 -
11.Exploring and Cleaning the Plants Dataset.mp4 -
38.33 MB
12.Understanding Logistic Regression.mp4 -
23.99 MB
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 -
14.Build a Robust Model with Cross Validation.mp4 -
32.79 MB
15.Create Complex Models with Scikit-learn Pipelines.mp4 -
37.05 MB
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 -
17.Understanding Our Accuracy in Predicting Numbers.mp4 -
37.63 MB
18.Assessing Our Correctness in Predicting Labels.mp4 -
29.95 MB
19.Dealing with Overfitting Using Regularization.mp4 -
160.87 MB
Exercise Files
code_37042.zip -
code_37042.zip -
75.52 KB
Discuss.FTUForum.com.html -
31.89 KB
FreeCoursesOnline.Me.html -
108.3 KB
FTUForum.com.html -
100.44 KB
How you can help Team-FTU.txt -
235 bytes
[TGx]Downloaded from torrentgalaxy.org.txt -
524 bytes
Torrent Downloaded From GloDls.to.txt -
84 bytes
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