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

Torrent Hash:
69C4213C98BFB2A9EAF090D82CA930A3D131C0D4
Number of Files:
26
Content Size:
829.26MB
Convert On:
2020-08-03
Keywords:
FreeCoursesOnlineMePacktHandsOnProblemSolvingforMachineLearningFCO
Magnet Link:
Download
Play Now
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File Name
Size
1.Working with Machine Learning/01.The Course Overview.mp4
24.23MB
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1.Working with Machine Learning/02.Goals and Variations in Machine Learning.mp4
108.52MB
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1.Working with Machine Learning/03.Installing WinPython and Using Jupyter Notebooks.mp4
34.58MB
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1.Working with Machine Learning/04.Exploring Your Data Using Pandas.mp4
30.94MB
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2.Data Wrangling/05.Types of Messy Data and How to Clean Them.mp4
30.57MB
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2.Data Wrangling/06.Parsing Timestamps and Splitting Columns.mp4
36.56MB
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2.Data Wrangling/07.Loading Data from Excel, CSVs, and SQL.mp4
30.95MB
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3.Linear Regression — Predict Median Living Costs/08.Understanding Linear Regression.mp4
31.56MB
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3.Linear Regression — Predict Median Living Costs/09.Implementing Linear Regression with Scikit-learn.mp4
31.75MB
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3.Linear Regression — Predict Median Living Costs/10.Troubleshooting Linear Regression.mp4
32.76MB
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4.Logistic Regression Classify/11.Exploring and Cleaning the Plants Dataset.mp4
38.33MB
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4.Logistic Regression Classify/12.Understanding Logistic Regression.mp4
23.99MB
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4.Logistic Regression Classify/13.Implementing Train-Test-Splits and Logistic Regression.mp4
36.94MB
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5.Predicting the Future/14.Build a Robust Model with Cross Validation.mp4
32.79MB
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5.Predicting the Future/15.Create Complex Models with Scikit-learn Pipelines.mp4
37.05MB
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5.Predicting the Future/16.Find the Best Model with Hyperparameter Search.mp4
38.99MB
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6.Diagnosing Issues with Models/17.Understanding Our Accuracy in Predicting Numbers.mp4
37.63MB
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6.Diagnosing Issues with Models/18.Assessing Our Correctness in Predicting Labels.mp4
29.95MB
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160.87MB
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75.52KB
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