Certification Course in Artificial Intelligence and Machine Learning

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Course Content

Introduction to AI and ML

Python Programming for AI/ML

Data Handling and Preprocessing

Mathematics for Machine Learning

: Supervised Learning

Model Evaluation and Tuning

Unsupervised Learning

Neural Networks & Deep Learning Basics

Convolutional Neural Networks (CNN)

Natural Language Processing (NLP)

Generative AI and Transformers

Reinforcement Learning

AI in Robotics and IoT

Explainable AI (XAI)

Big Data and AI Integration

AutoML and No-Code ML Tools

Cloud Computing for AI

Model Deployment

Capstone Project Planning

Domain-Specific AI Applications

Data Security and Governance in AI

AI and Blockchain

Final Capstone Project & Viva