O'Reilly - Data Exploration in Python

Torrent Hash:
7B114E6B41A0C16A3BC672BA2ABE8C8A07014111
Number of Files:
17
Content Size:
910.29MB
Convert On:
2019-07-14
Magnet Link:
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File Name
Size
01. Introduction to Data Exploration/01_01-Opportunities and Goals.mp4
20.4MB
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01. Introduction to Data Exploration/01_02-The State of Data.mp4
13.65MB
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01. Introduction to Data Exploration/01_03-Data Optimism.mp4
12.84MB
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02. Getting Started/02_01-Software Setup, IPython, and Import and Validation.mp4
52.97MB
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02. Getting Started/02_02-Data Organization.mp4
21.26MB
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03. Visualizing Distributions/03_01-PMFs and CDFs.mp4
67.87MB
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04. Relationships Between Variables/04_01-Scatterplots.mp4
61.51MB
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04. Relationships Between Variables/04_02-Correlation and Least Squares.mp4
52.33MB
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05. Statistical Inference/05_01-Introduction to Statistical Inference.mp4
25.68MB
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05. Statistical Inference/05_02-Effect Size.mp4
58.36MB
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05. Statistical Inference/05_04-Quantifying Precision.mp4
93.21MB
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05. Statistical Inference/05_05-Hypothesis Testing.mp4
74.32MB
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06. Regression/06_01-Linear Regression.mp4
92.55MB
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06. Regression/06_02-Logistic Regression.mp4
52.72MB
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07. Modeling Distributions/07_01-Modeling Distributions.mp4
63.83MB
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08. Survival Analysis/08_01-Survival Analysis.mp4
75.76MB
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09. Inspection Paradox/09_01-Inspection Paradox.mp4
71.04MB
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