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Essential Python for AI Development
From Python Basics to Real AI-Powered Applications
A practical 10-hour curriculum taking you from Python basics to building real AI-powered applications. Each module is tightly scoped, hands-on, and immediately useful — whether you're a complete beginner or a non-Python developer crossing over into AI.
10
Total hours
7
Modules
35+
Topics covered
5
Hands-on projects
What You'll Master
Set up a professional Python development environment from scratch.
Write clean, reusable Python code using functions, OOP, and file I/O.
Work with NumPy for numerical computing — the backbone of AI.
Call real-world AI APIs: OpenAI, Gemini, and Anthropic.
Train and evaluate ML models using scikit-learn.
Build neural networks and work with transformers via HuggingFace.
Complete a capstone project: a fully functional AI-powered application.
Curriculum
5 Hands-On Projects
Smart CLI Calculator
Your first Python script using control flow and functions.
Python 3.12
Dataset Pipeline
Process and analyse a real CSV dataset using NumPy.
NumPy + CSV
Multi-Provider AI Chatbot
A script that calls OpenAI, Gemini, and Claude APIs.
requests + OpenAI + Gemini
ML Price Predictor
Train a regression model on a real housing dataset.
scikit-learn + Pandas
AI-Powered App (Capstone)
A full app combining an LLM API and a ML model via FastAPI.
FastAPI + OpenAI + scikit-learn
Frequently Asked Questions
Everything you need to know before starting
Q1
Do I need programming experience to start?
No. Module 1 starts from absolute zero — installing Python and writing your very first script. If you've never coded before, this course is designed for you. If you already know another language, you'll fly through the first two modules.
Q2
How is this different from the Python Mega Course?
The Python Mega Course (80+ hours, 20 apps) is a comprehensive deep-dive for those who want to master Python holistically. This course is a 10-hour fast-track specifically structured around what you need to start building AI applications — nothing more, nothing less.
Q3
Will I be able to call real AI APIs like ChatGPT?
Yes. Module 4 covers calling the OpenAI, Google Gemini, and Anthropic Claude APIs using real Python code. You'll build a working multi-provider chatbot script by the end of that module.
Q4
Do I need a GPU for the Deep Learning module?
No GPU required. The PyTorch examples in Module 6 are deliberately designed to run on CPU. For the HuggingFace exercises, we use small, efficient models that run comfortably on any modern laptop.
Q5
What will I have built by the end?
5 hands-on projects including a multi-provider AI chatbot, an ML price predictor, and a Capstone AI application served via a FastAPI endpoint — all portfolio-ready and shareable on GitHub.
The Fastest Path to AI
"10 hours. No fluff. Real AI applications. This is the course you wish existed when you started."
₹9,999
Fast-Track AI Bundle
Course Certificate
5 Portfolio Projects
Trainer Support
10 Hours Self-Paced
Instructor
Celoris Team
The Celoris core team builds production AI systems and distils hard-won knowledge into practical, no-fluff learning experiences for developers in India and beyond.
4.8 Rating
890+ Students
Prerequisites
- A computer (Windows, Mac, or Linux).
- No prior Python or programming knowledge required.
- Curiosity and commitment to build real things.