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[ DevCourseWeb com ] Python Statistics Essential Training (2023)
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Get Bonus Downloads Here.url (Size: 392.47 MB) (Files: 63)
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01 - Introduction
01 - Being a Python statistics MVP.mp4
01 - Being a Python statistics MVP.srt
02 - What you should know.mp4
03 - Using GitHub Codespaces with this course.mp4
03 - Using GitHub Codespaces with this course.srt
02 - 1. Loading and Cleaning Data
01 - Loading data.mp4
01 - Loading data.srt
02 - Strings and categories.mp4
02 - Strings and categories.srt
03 - Cleaning numbers.mp4
03 - Cleaning numbers.srt
04 - Shrinking numbers.mp4
04 - Shrinking numbers.srt
05 - Challenge Clean Ames.mp4
05 - Challenge Clean Ames.srt
06 - Solution Clean Ames.mp4
06 - Solution Clean Ames.srt
03 - 2. Exploring and Visualizing
01 - Categorical exploration.mp4
01 - Categorical exploration.srt
02 - Histograms and distributions.mp4
02 - Histograms and distributions.srt
03 - Outliers and Z-scores.mp4
03 - Outliers and Z-scores.srt
04 - Correlations.mp4
04 - Correlations.srt
05 - Scatter plots.mp4
05 - Scatter plots.srt
06 - Visualizing categorical and numerical values.mp4
06 - Visualizing categorical and numerical values.srt
07 - Comparing two categoricals.mp4
07 - Comparing two categoricals.srt
08 - Challenge Explore Ames.mp4
08 - Challenge Explore Ames.srt
09 - Solution Explore Ames.mp4
09 - Solution Explore Ames.srt
04 - 3. Linear Regressions
01 - Linear regression.mp4
01 - Linear regression.srt
02 - Interpreting linear regression models.mp4
02 - Interpreting linear regression models.srt
03 - Standardizing values.mp4
03 - Standardizing values.srt
04 - Regression with XGBoost.mp4
04 - Regression with XGBoost.srt
05 - Challenge Predict Ames.mp4
05 - Challenge Predict Ames.srt
06 - Solution Predict Ames.mp4
06 - Solution Predict Ames.srt
05 - 4. Hypothesis Tests
01 - Exploring data.mp4
01 - Exploring data.srt
02 - Visualizing distributions.mp4
02 - Visualizing distributions.srt
03 - Running statistical tests.mp4
03 - Running statistical tests.srt
04 - Testing for normality.mp4
04 - Testing for normality.srt
05 - Challenge Checking square footage distributions.mp4
05 - Challenge Checking square footage distributions.srt
06 - Solution Checking square footage distributions.mp4
06 - Solution Checking square footage distributions.srt
06 - Conclusion
01 - Next steps.mp4
01 - Next steps.srt
Bonus Resources.txt
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