Introduction to Python for AI / Python ची AI साठी ओळख / AI के लिए Python का परिचय

Installing Python and Development Tools / Python Installation आणि Development Tools

Python Basics for AI / AI साठी Python Basics

Python Libraries for AI & Data Science / AI आणि Data Science साठी Python Libraries

Introduction to Mathematics for Machine Learning / Machine Learning साठी गणिताची ओळख / Machine Learning के लिए गणित का परिचय

Linear Algebra for AI / AI साठी Linear Algebra / AI के लिए Linear Algebra

Probability and Statistics

Calculus for Machine Learning / Machine Learning साठी Calculus / Machine Learning के लिए Calculus

Introduction to Data Preprocessing

Handling Missing Data and Feature Engineering Missing Data आणि Feature Engineering

Data Visualization with Python / Python वापरून Data Visualization / Python का उपयोग करके Data Visualization

Exploratory Data Analysis (EDA)

Introduction to Machine Learning / Machine Learning ची ओळख

Supervised and Unsupervised Learning

Popular Machine Learning Algorithms / लोकप्रिय Machine Learning Algorithms

Model Training, Evaluation and Performance Metrics

Introduction to Deep Learning / Deep Learning ची ओळख

Artificial Neural Networks (ANN)

Deep Learning Frameworks

Training Deep Learning Models / Deep Learning Models Training

Introduction to Computer Vision / Computer Vision ची ओळख

Image Processing with OpenCV / OpenCV वापरून Image Processing / OpenCV का उपयोग करके Image Processing

Object Detection and Face Recognition

Building Computer Vision Projects Computer Vision Projects तयार करणे / Computer Vision Projects बनाना

Introduction to Natural Language Processing (NLP) / Natural Language Processing (NLP) ची ओळख / Natural Language Processing (NLP) का परिचय

Text Processing and Tokenization

Sentiment Analysis and Language Models

Building AI Chatbots with NLP / NLP वापरून AI Chatbots तयार करणे / NLP का उपयोग करके AI Chatbots बनाना

Building AI Applications with Generative AI / Generative AI वापरून AI Applications तयार करणे

Introduction to Generative AI / Generative AI ची ओळख

Prompt Engineering Fundamentals / Prompt Engineering ची ओळख

Working with Large Language Models (LLMs) / Large Language Models (LLMs)

Building AI Applications with Generative AI / Generative AI वापरून AI Applications तयार करणे

AI Chatbot Development Project

AI Image and Content Generator Project

AI Recommendation System Project

Building a Professional AI Portfolio / Professional AI Portfolio तयार करणे

Artificial Intelligence & Machine Learning Final Assessment