Name LinkedIn - Python Statistics Essential Training 2023-8
File Type video
Size 392.47MB
UpdateDate 2024-12-12
hash *****0426B60523287DA69A29250302DECADBFE
Hot 120
Files 02 - 1. Loading and Cleaning Data/03 - Cleaning numbers.mp4 | 41.69MB 01 - Introduction/01 - Being a Python statistics MVP.mp4 | 3.40MB 01 - Introduction/01 - Being a Python statistics MVP.srt | 1.41KB 01 - Introduction/02 - What you should know.mp4 | 998.65KB 01 - Introduction/03 - Using GitHub Codespaces with this course.mp4 | 7.82MB 01 - Introduction/03 - Using GitHub Codespaces with this course.srt | 5.19KB 02 - 1. Loading and Cleaning Data/01 - Loading data.mp4 | 13.31MB 02 - 1. Loading and Cleaning Data/01 - Loading data.srt | 9.16KB 02 - 1. Loading and Cleaning Data/02 - Strings and categories.mp4 | 35.71MB 02 - 1. Loading and Cleaning Data/02 - Strings and categories.srt | 27.13KB Read me.txt | 126B 02 - 1. Loading and Cleaning Data/03 - Cleaning numbers.srt | 26.74KB 02 - 1. Loading and Cleaning Data/04 - Shrinking numbers.mp4 | 14.60MB 02 - 1. Loading and Cleaning Data/04 - Shrinking numbers.srt | 9.40KB 02 - 1. Loading and Cleaning Data/05 - Challenge Clean Ames.mp4 | 3.22MB 02 - 1. Loading and Cleaning Data/05 - Challenge Clean Ames.srt | 2.84KB 02 - 1. Loading and Cleaning Data/06 - Solution Clean Ames.mp4 | 15.03MB 02 - 1. Loading and Cleaning Data/06 - Solution Clean Ames.srt | 6.28KB 03 - 2. Exploring and Visualizing/01 - Categorical exploration.mp4 | 7.70MB 03 - 2. Exploring and Visualizing/01 - Categorical exploration.srt | 6.57KB 03 - 2. Exploring and Visualizing/02 - Histograms and distributions.mp4 | 8.05MB 03 - 2. Exploring and Visualizing/02 - Histograms and distributions.srt | 6.67KB 03 - 2. Exploring and Visualizing/03 - Outliers and Z-scores.mp4 | 19.34MB 03 - 2. Exploring and Visualizing/03 - Outliers and Z-scores.srt | 10.44KB 03 - 2. Exploring and Visualizing/04 - Correlations.mp4 | 25.99MB 03 - 2. Exploring and Visualizing/04 - Correlations.srt | 12.35KB 03 - 2. Exploring and Visualizing/05 - Scatter plots.mp4 | 15.49MB 03 - 2. Exploring and Visualizing/05 - Scatter plots.srt | 12.59KB 03 - 2. Exploring and Visualizing/06 - Visualizing categorical and numerical values.mp4 | 25.65MB 03 - 2. Exploring and Visualizing/06 - Visualizing categorical and numerical values.srt | 17.13KB 03 - 2. Exploring and Visualizing/07 - Comparing two categoricals.mp4 | 13.56MB 03 - 2. Exploring and Visualizing/07 - Comparing two categoricals.srt | 10.14KB 03 - 2. Exploring and Visualizing/08 - Challenge Explore Ames.mp4 | 802.08KB 03 - 2. Exploring and Visualizing/08 - Challenge Explore Ames.srt | 763B 03 - 2. Exploring and Visualizing/09 - Solution Explore Ames.mp4 | 6.84MB 03 - 2. Exploring and Visualizing/09 - Solution Explore Ames.srt | 5.47KB 04 - 3. Linear Regressions/01 - Linear regression.mp4 | 16.74MB 04 - 3. Linear Regressions/01 - Linear regression.srt | 13.60KB 04 - 3. Linear Regressions/02 - Interpreting linear regression models.mp4 | 10.22MB 04 - 3. Linear Regressions/02 - Interpreting linear regression models.srt | 7.40KB 04 - 3. Linear Regressions/03 - Standardizing values.mp4 | 18.96MB 04 - 3. Linear Regressions/03 - Standardizing values.srt | 10.68KB 04 - 3. Linear Regressions/04 - Regression with XGBoost.mp4 | 19.92MB 04 - 3. Linear Regressions/04 - Regression with XGBoost.srt | 14.82KB 04 - 3. Linear Regressions/05 - Challenge Predict Ames.mp4 | 1.22MB 04 - 3. Linear Regressions/05 - Challenge Predict Ames.srt | 1.12KB 04 - 3. Linear Regressions/06 - Solution Predict Ames.mp4 | 8.80MB 04 - 3. Linear Regressions/06 - Solution Predict Ames.srt | 6.73KB 05 - 4. Hypothesis Tests/01 - Exploring data.mp4 | 6.59MB 05 - 4. Hypothesis Tests/01 - Exploring data.srt | 4.77KB 05 - 4. Hypothesis Tests/02 - Visualizing distributions.mp4 | 12.61MB 05 - 4. Hypothesis Tests/02 - Visualizing distributions.srt | 10.32KB 05 - 4. Hypothesis Tests/03 - Running statistical tests.mp4 | 12.74MB 05 - 4. Hypothesis Tests/03 - Running statistical tests.srt | 6.67KB 05 - 4. Hypothesis Tests/04 - Testing for normality.mp4 | 9.66MB 05 - 4. Hypothesis Tests/04 - Testing for normality.srt | 7.33KB 05 - 4. Hypothesis Tests/05 - Challenge Checking square footage distributions.mp4 | 646.88KB 05 - 4. Hypothesis Tests/05 - Challenge Checking square footage distributions.srt | 575B 05 - 4. Hypothesis Tests/06 - Solution Checking square footage distributions.mp4 | 9.25MB 05 - 4. Hypothesis Tests/06 - Solution Checking square footage distributions.srt | 6.30KB 06 - Conclusion/01 - Next steps.mp4 | 5.71MB 06 - Conclusion/01 - Next steps.srt | 2.33KB
