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LinkedIn - Python Statistics Essential Training 2023-8
magnet:?xt=urn:btih:8a91b0426b60523287da69a29250302decadbfe5&dn=LinkedIn - Python Statistics Essential Training 2023-8
磁力链接详情
Hash值:
8a91b0426b60523287da69a29250302decadbfe5
点击数:
13
文件大小:
392.21 MB
文件数量:
31
创建日期:
2024-12-21 09:23
最后访问:
2024-12-25 14:30
访问标签:
LinkedIn
-
Python
Statistics
Essential
Training
2023-8
文件列表详情
02 - 1. Loading and Cleaning Data/03 - Cleaning numbers.mp4 41.69 MB
01 - Introduction/01 - Being a Python statistics MVP.mp4 3.4 MB
01 - Introduction/02 - What you should know.mp4 998.65 KB
01 - Introduction/03 - Using GitHub Codespaces with this course.mp4 7.82 MB
02 - 1. Loading and Cleaning Data/01 - Loading data.mp4 13.31 MB
02 - 1. Loading and Cleaning Data/02 - Strings and categories.mp4 35.71 MB
02 - 1. Loading and Cleaning Data/04 - Shrinking numbers.mp4 14.6 MB
02 - 1. Loading and Cleaning Data/05 - Challenge Clean Ames.mp4 3.22 MB
02 - 1. Loading and Cleaning Data/06 - Solution Clean Ames.mp4 15.03 MB
03 - 2. Exploring and Visualizing/01 - Categorical exploration.mp4 7.7 MB
03 - 2. Exploring and Visualizing/02 - Histograms and distributions.mp4 8.05 MB
03 - 2. Exploring and Visualizing/03 - Outliers and Z-scores.mp4 19.34 MB
03 - 2. Exploring and Visualizing/04 - Correlations.mp4 25.99 MB
03 - 2. Exploring and Visualizing/05 - Scatter plots.mp4 15.49 MB
03 - 2. Exploring and Visualizing/06 - Visualizing categorical and numerical values.mp4 25.65 MB
03 - 2. Exploring and Visualizing/07 - Comparing two categoricals.mp4 13.56 MB
03 - 2. Exploring and Visualizing/08 - Challenge Explore Ames.mp4 802.08 KB
03 - 2. Exploring and Visualizing/09 - Solution Explore Ames.mp4 6.84 MB
04 - 3. Linear Regressions/01 - Linear regression.mp4 16.74 MB
04 - 3. Linear Regressions/02 - Interpreting linear regression models.mp4 10.22 MB
04 - 3. Linear Regressions/03 - Standardizing values.mp4 18.96 MB
04 - 3. Linear Regressions/04 - Regression with XGBoost.mp4 19.92 MB
04 - 3. Linear Regressions/05 - Challenge Predict Ames.mp4 1.22 MB
04 - 3. Linear Regressions/06 - Solution Predict Ames.mp4 8.8 MB
05 - 4. Hypothesis Tests/01 - Exploring data.mp4 6.59 MB
05 - 4. Hypothesis Tests/02 - Visualizing distributions.mp4 12.61 MB
05 - 4. Hypothesis Tests/03 - Running statistical tests.mp4 12.74 MB
05 - 4. Hypothesis Tests/04 - Testing for normality.mp4 9.66 MB
05 - 4. Hypothesis Tests/05 - Challenge Checking square footage distributions.mp4 646.88 KB
05 - 4. Hypothesis Tests/06 - Solution Checking square footage distributions.mp4 9.25 MB
06 - Conclusion/01 - Next steps.mp4 5.71 MB
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