12-Week AI Certification Program

About this course

This course contains the use of artificial intelligence.12-Week AI Certification Program is a complete, hands-on learning journey designed to help you build practical skills across Artificial Intelligence, Python, Data Science, Machine Learning, Deep Learning, Natural Language Processing, Computer Vision, Large Language Models, AI Agents, Deployment, and Responsible AI.This program starts with the foundations of AI and computing, helping you understand how intelligent systems work, how software has evolved from rule-based logic to learning-based systems, and how data, algorithms, and models power modern AI applications. You will set up your AI development environment and build your first intelligent system through a beginner-friendly rule-based AI lab.

As the course progresses, you will learn Python for AI development, including data structures, functions, modules, NumPy, and Pandas. These skills will prepare you to work confidently with real-world data. You will then explore data fundamentals, including data types, data sources, cleaning, preprocessing, exploratory data analysis, visualization, and pipeline development. Through hands-on labs, you will build practical data processing scripts and an end-to-end data pipeline.

The middle section of the program focuses on Machine Learning and Advanced Machine Learning. You will learn supervised learning, regression, classification, model evaluation, feature engineering, clustering, dimensionality reduction, hyperparameter tuning, and production-style ML workflows. These lessons will help you understand how to build, train, evaluate, and improve real ML models.

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