AI with Python

From Python Fundamentals to AI Applications

Python is widely used as a programming language for data analysis, machine learning, and artificial intelligence applications. Learning the language first provides a useful foundation for working with more advanced AI concepts.

Eswari R's AI with Python course follows a progression from basic Python programming to data analysis, machine learning, Generative AI, LLMs, RAG, agentic AI, and application development. The course is designed for one month and is delivered online in Tamil and English.

The learning path combines programming concepts with practical work. Students can begin with Python syntax and gradually move towards AI-focused applications.What You Will Learn

This course covers Python programming, starting from the basics and moving to advanced topics. You will learn through practical projects and hands-on experience.

Core Topics:

• Introduction to Python programming

• Data types and variables

• Control structures (if statements, loops)

• Functions and modules

• Object-oriented programming

• Data analysis techniques

• Machine learning fundamentals

• Generative AI concepts

• Large Language Models (LLMs)

• Retrieval-Augmented Generation (RAG)

• Agentic AI principles

• Using LangChain and LangGraph

• Building applications with FastAPI

You will practice key skills throughout the course:

• Writing and executing Python code

• Analyzing datasets

• Implementing machine learning algorithms

• Developing AI applications

The learning progression is designed to take you from beginner to advanced levels:

• Start with basic Python syntax and concepts

• Move to data analysis and visualization

• Explore machine learning and AI frameworks

• Complete advanced projects integrating various AI technologies

Who Can Learn AI With Python?

The course can be useful for learners who want to develop Python programming skills and gradually explore artificial intelligence concepts. It covers both programming fundamentals and advanced AI application topics.

The course is conducted online in Tamil and English and runs for one month. Classes are available on weekdays and weekends.

Developing Practical AI Programming Knowledge

The combination of Python programming, data analysis, machine learning, Generative AI, LLMs, RAG, and AI application development gives the course a broad technical scope.

Eswari R's four years of teaching experience support a structured learning approach that moves from programming fundamentals toward practical AI concepts. Students can use exercises and projects to reinforce the concepts introduced during the course.

FAQs

1. What does the AI with Python course cover?

The course starts with Python programming fundamentals and progresses to data analysis, machine learning, Generative AI, LLMs, RAG, agentic AI, LangChain, LangGraph, and FastAPI. Practical projects are included throughout the learning path.

2. Is this course available in Tamil and English?

Yes. The AI with Python course is taught in both Tamil and English. Classes are conducted online and are available on weekdays and weekends.

3. How long is the AI with Python course?

The listed course duration is one month. The learning path progresses from Python basics through data analysis and machine learning to advanced AI concepts and application development.