path -移花宫 -武林禁地，闲人禁止入内

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/7. Demo - Two-way ANOVA.mp4 18.8 MB
A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/06. Demo - Interactive Visualizations with Altair.mp4 18.4 MB
A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/09. Demo - Calculating and Visualizing Correlations.mp4 18.1 MB
A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/03. Demo - Getting Started with Altair.mp4 17.8 MB
A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/2. Demo - Preparing Data for Hypothesis Testing.mp4 16.9 MB
A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/8. Demo - Chi2 Analysis.mp4 15.8 MB
A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/3. Identifying and Visualizing Probabilistic and Statistical Relationships/3. Demo - Histograms, KDE Plots, Rug Plots.mp4 15.4 MB
B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/4. Working with Descriptive Statistics Using SciPy and Statsmodels/7. Demo - Descriptive Statistics and Regressi.mp4 15.3 MB
A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/5. Implementing Predictive Models for Categorical Data/6. Demo - Selecting Features Using Chi2, ANOVA, and Mutual Information.mp4 14.8 MB
A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/3. Identifying and Visualizing Probabilistic and Statistical Relationships/4. Demo - Exploring Continuous and Categorical Relationships.mp4 13.9 MB
A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/4. Demo - Performing Welchs t-test.mp4 13.8 MB
A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/08. Demo - Exploring and Visualizing Relationships.mp4 13.8 MB
A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/3. Identifying and Visualizing Probabilistic and Statistical Relationships/5. Demo - Pairwise Relationships.mp4 13.7 MB
A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/3. Demo - Performing the Independent t-test.mp4 13.5 MB
A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/5. Implementing Predictive Models for Categorical Data/5. Demo - Performing Classification Using Logistic Regression.mp4 13.4 MB
B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/3. Working with Descriptive Statistics Using Pandas/09. Demo - Covariance and Correlation.mp4 13.1 MB
B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/4. Working with Descriptive Statistics Using SciPy and Statsmodels/4. Demo - Interquartile Range Variance and St.mp4 13.1 MB
B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/4. Working with Descriptive Statistics Using SciPy and Statsmodels/5. Demo - Z-scores Using SciPy.mp4 12.9 MB
B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/3. Working with Descriptive Statistics Using Pandas/03. Demo - Mean and Median.mp4 12.9 MB
A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/05. Demo - Preparing Data for Simple Linear Regression.mp4 12.7 MB