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
SQL
PowerBI
PowerQuery
PowerQuery
Power BI Service
Power BI Service
Regression
Classification
Clustering
Python Basics
1. Introduction to Google Colab
2. What is Python ?
3. Why to use Python for data science ?
4. Comparison with other major programming languages
5. Variables
6. User Input & Output
7. Data Types
8. Comments
9. Opertors
10. Conditional Statements
11. Looping Statements
12. Built-in functions
13. Used-defined functions
14. Lambda functions
