Machine Learning & Artificial Intelligence Syllabus
Week‑by‑week plan, tools, and assessment. Designed for freshers and upskilling marketers in Punjab, Himachal, Chandigarh & Haryana.
Month 1 — Python Programming & AI Foundations
Month 2 — Data Handling, Statistics & Visualization
Month 3 — Machine Learning (Core Concepts & Models)
Month 4 — Advanced ML & Deep Learning
Month 5 — NLP, Computer Vision & Generative AI
Month 6 — AI Applications, Deployment & Career Prep
- Introduction to AI & Industry Overview
- Python Programming (Core)
- Data Structures in Python
- Python for AI Workflow
- Hands-On Work – Month 1
- Mathematics & Statistics for AI (Practical)
- Mathematics & Statistics for AI (Practical)
- Data Analysis Libraries
- Data Visualization
- Hands-On Work – Month 2
- Machine Learning Fundamentals
- Supervised Learning Algorithms
- Model Training & Evaluation
- Hands-On Work – Month 3
- Advanced Machine Learning
- Introduction to Deep Learning
- Deep Learning Frameworks
- Hands-On Work – Month 4
- Natural Language Processing (NLP)
- Large Language Models & Generative AI
- Computer Vision (CV)
- Hands-On Work – Month 5
- End-to-End AI Project Development
- AI Deployment Basics
- Responsible & Ethical AI
- Portfolio & Job Preparation
- Final Projects – Month 6