About This Course
Master Machine Learning, Deep Learning, and Generative AI with hands-on training, real-world projects, and industry-focused mentorship. This program covers Python, TensorFlow, Scikit-Learn, Large Language Models (LLMs), LangChain, RAG pipelines, FastAPI, and AI deployment, enabling students to build intelligent AI applications, chatbots, and production-ready systems while gaining the practical skills required for modern AI and ML careers.
What You'll Learn
- Understand Machine Learning and Deep Learning fundamentals
- Build ML models using Scikit-Learn and Python
- Train deep learning models using TensorFlow
- Work with CNNs
- RNNs
- and Transformer architectures
- Fine-tune Large Language Models using LoRA & QLoRA
- Build RAG pipelines and AI chatbots using LangChain
- Develop AI agents and Generative AI applications
- Deploy AI models and APIs using FastAPI and Docker
- Create portfolio-ready AI projects for internships and jobs

