Artificial Intelligence & Machine Learning

Overview: Applied AI & ML — from classical models to deep learning, with deployment basics.

Modules

1. Math & stats refresher for ML

2. Supervised/unsupervised algorithms

3. Feature engineering & model selection

4. Neural networks & deep learning intro (TensorFlow/PyTorch)

5. Model evaluation & explainability

6. MLOps basics: deployment & monitoring

7. Real project: build + deploy ML model

Duration & Schedule

• Weekday: 16–20 weeks

• Weekend: 24–36 weeks

Career outcomes

• ML Engineer / AI Engineer / Research Engineer

Avg Salary (est.)

• India: ₹6 LPA → ₹25 LPA

• US: $100k → $180k

Course benefits

• Build production ML systems

• Exposure to DL frameworks & MLOps