Getting Started

Python Intermediate

Statistics

Statistics Cont…

Data Exploration

Data Exploration Cont…

Data Visualization

1. Statistical Data Visualization using Seaborn & Matplotlib 2. Line plot 3. Countplot 4. Bar chart 5. Pairplot 6. Scatter plot 7. Histogram 8. Boxplot 9. Heatmap 10. Various other plotting techniques

Live Project

Data Analysis project

SQL

PowerBI

PowerQuery

Power BI Service

1. Normal Distribution
2. Z score
3. Probability Density Function
4. Cumulative distribution function
5. Many different plotting graphs
6. Kernel Density Estimation
7. Central Limit Theorem
8. Skewness of Data
9. Covariance
10. Pearson Correlation Coefficient
11. Spearman Rank Correlation Coefficient

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