Code for Data Science

This channel belongs to the "Statistics for Data Scientists" course on Udemy.
Here I will upload all of the coding videos where I explain each line of Python code in detail.
For more information and context about the code discussed here, visit the course webpage:

Happy Learning! :)

Prediction: Categorical Variables | Full Course On Statistics for Data Science with Python.
Prediction: Categorical Variables | Full Course On Statistics for Data Science with Python.
Prediction: Continuous Variables | Full Course On Statistics for Data Science with Python.
Prediction: Continuous Variables | Full Course On Statistics for Data Science with Python.
Contingency Tables | Full Course On Statistics for Data Science with Python.
Contingency Tables | Full Course On Statistics for Data Science with Python.
Categorical Correlation | Full Course On Statistics for Data Science with Python.
Categorical Correlation | Full Course On Statistics for Data Science with Python.
Quantifying Correlation: 3 Scenarios | Full Course On Statistics for Data Science with Python.
Quantifying Correlation: 3 Scenarios | Full Course On Statistics for Data Science with Python.
The Correlation Playground | Full Course On Statistics for Data Science with Python.
The Correlation Playground | Full Course On Statistics for Data Science with Python.
Continuous Variables: Linear Correlation | Full Course On Statistics for Data Science with Python.
Continuous Variables: Linear Correlation | Full Course On Statistics for Data Science with Python.
Correlation: The Biggest Trap! | Full Course On Statistics for Data Science with Python.
Correlation: The Biggest Trap! | Full Course On Statistics for Data Science with Python.
A/B testing in Python: Step-by-Step | Full Course On Statistics for Data Science with Python.
A/B testing in Python: Step-by-Step | Full Course On Statistics for Data Science with Python.
Application: Coin Flipping Conclusion | Full Course On Statistics for Data Science with Python.
Application: Coin Flipping Conclusion | Full Course On Statistics for Data Science with Python.
Application: Full Blown Simulation | Full Course On Statistics for Data Science with Python.
Application: Full Blown Simulation | Full Course On Statistics for Data Science with Python.
Application: Is A Coin Biased? | Full Course On Statistics for Data Science with Python.
Application: Is A Coin Biased? | Full Course On Statistics for Data Science with Python.
Non-parametric Tests (when all else fails) | Full Course On Statistics for Data Science with Python.
Non-parametric Tests (when all else fails) | Full Course On Statistics for Data Science with Python.
Test for Equal Distribution | Full Course On Statistics for Data Science with Python.
Test for Equal Distribution | Full Course On Statistics for Data Science with Python.
What is the ANOVA test? | Full Course On Statistics for Data Science with Python.
What is the ANOVA test? | Full Course On Statistics for Data Science with Python.
Test for Equal Means | Full Course On Statistics for Data Science with Python.
Test for Equal Means | Full Course On Statistics for Data Science with Python.
Test for Equal Variances | Full Course On Statistics for Data Science with Python.
Test for Equal Variances | Full Course On Statistics for Data Science with Python.
Is Your Data Normal? | Full Course On Statistics for Data Science with Python.
Is Your Data Normal? | Full Course On Statistics for Data Science with Python.
When The P-value FAILS | Full Course On Statistics for Data Science with Python.
When The P-value FAILS | Full Course On Statistics for Data Science with Python.
How To Calculate The P-value | Full Course On Statistics for Data Science with Python.
How To Calculate The P-value | Full Course On Statistics for Data Science with Python.
Statistical Significance and the P-value | Full Course On Statistics for Data Science with Python.
Statistical Significance and the P-value | Full Course On Statistics for Data Science with Python.
The Intuition Behind Statistical Testing | Full Course On Statistics for Data Science with Python.
The Intuition Behind Statistical Testing | Full Course On Statistics for Data Science with Python.
The Rayleigh Distribution | Full Course On Statistics for Data Science with Python.
The Rayleigh Distribution | Full Course On Statistics for Data Science with Python.
The Binomial Distribution | Full Course On Statistics for Data Science with Python.
The Binomial Distribution | Full Course On Statistics for Data Science with Python.
The Poisson Distribution | Full Course On Statistics for Data Science with Python.
The Poisson Distribution | Full Course On Statistics for Data Science with Python.
The Exponential Distribution | Full Course On Statistics for Data Science with Python.
The Exponential Distribution | Full Course On Statistics for Data Science with Python.
The Uniform Distribution | Full Course On Statistics for Data Science with Python.
The Uniform Distribution | Full Course On Statistics for Data Science with Python.
The Normal Distribution | Full Course On Statistics for Data Science with Python.
The Normal Distribution | Full Course On Statistics for Data Science with Python.
Cumulative Distribution Function | Full Course On Statistics for Data Science with Python.
Cumulative Distribution Function | Full Course On Statistics for Data Science with Python.
Sigma Levels | Full Course On Statistics for Data Science with Python.
Sigma Levels | Full Course On Statistics for Data Science with Python.