Key Learning Tracks & Highlights

Python Fundamentals

1. Introduction, Installation & IDEs
2. Variables, Data Types, Operators, Control Flow, Loops, Functions
3. Exception Handling, Modules, Packages,File Handling: Read/Write Text, JSON, CSV, Excel
4. OOP: Inheritance, Polymorphism, Encapsulation (with examples)

Data Analysis & Machine Learning

1. Pandas: DataFrames, Cleaning, EDA,ML
2. Basics: Supervised vs Unsupervised, Workflow
3. Tools: scikit-learn, NumPy, Matplotlib, Pandas
4. Linear Regression: Visualization, Train/Test Split,
5. Model Training & Evaluation (R², MAE, MSE)

Mini Projects : Mall Customer Segmentation, Survival Prediction, Salary Prediction (Linear Regression)

Optional – Azure Cloud Setup : Create Outlook/Azure Free Account, Portal Navigation, Subscription & Billing

Within 24 working hours, you will receive full access to the program from your enrollment time. For support, drop an email to [email protected]