AI & ML Fundamentals
Take your first step into the world of Artificial Intelligence and Machine Learning. Build real-world AI projects using Python, ChatGPT API, and Google Colab — starting from absolute scratch, no prior experience needed.
About This Course
Artificial Intelligence is the most powerful skill of our era — and this course gives you exactly the foundation every successful AI professional needs. Specially designed for B.Tech CS/IT students in their 2nd and 3rd year, this 6-week program delivers both theory and hands-on practice in equal measure.
You will learn how machine learning algorithms work, how to process and analyze data, and how to build AI-driven solutions for real-world problems. From Python programming basics to ChatGPT API integration — everything is taught step by step with clarity and purpose.
Work entirely in Google Colab, a cloud-based environment that requires no special hardware or local setup. By the end of the course, you will have a working AI project ready to showcase in your portfolio.
The demand for AI professionals continues to grow at an exceptional pace, with average salaries reaching ₹10–25 LPA. This course is your first strong step toward that career.
Curriculum Highlights
Week 1 — Python for AI
Python basics, data types, loops, and functions; NumPy and Pandas introduction; setting up Google Colab
Week 2 — Data Handling & Visualization
Data cleaning and preprocessing; visualization with Matplotlib and Seaborn; working with real datasets
Week 3 — Machine Learning Basics
What ML is and how it works; supervised vs. unsupervised learning; introduction to Scikit-learn
Week 4 — Core ML Algorithms
Linear Regression, Logistic Regression, Decision Trees, K-Means Clustering; model training and evaluation
Week 5 — AI APIs & ChatGPT Integration
Using the OpenAI / ChatGPT API; prompt engineering basics; building API-powered mini applications
Week 6 — Capstone Project
Building an end-to-end AI project; model deployment basics; portfolio presentation
What You'll Achieve
Confidence in Python programming and data manipulation
Understanding and implementing core ML algorithms
Building AI-powered applications using the ChatGPT API
Working with real datasets on Google Colab
A complete AI project ready to showcase in your portfolio
Prepared for entry-level roles and internships in AI/ML
