AI and Machine Learning
Master AI, machine learning, deep learning, computer vision, NLP and LLMs with Python.
- Duration
- 180 hours
- Level
- Professional
- Modules
- 8
- Format
- Labs, projects & assessments
About the course
AI and Machine Learning teaches the core concepts of Artificial Intelligence, Machine Learning, Deep Learning, Computer Vision and Natural Language Processing, with a focus on Python programming, Large Language Models (LLMs), Transformer architectures, Prompt Engineering and full-stack AI application deployment.
You gain high proficiency in Python for AI using industry-standard frameworks and cloud platforms, master LLMs and Transformers with the Hugging Face ecosystem, and learn practical prompt engineering, deployment and responsible AI ethics.
What you'll learn
- AI & ML Fundamentals: Introduction to AI & Python Programming
- Supervised & Unsupervised Learning and Machine Learning Applications
- Introduction to Deep Learning
- Deep Learning & Neural Networks
- Computer Vision (OpenCV, YOLO)
- Natural Language Processing & LLMs (Transformers, Hugging Face)
- Generative AI & Integration
- Comprehensive Practical Training & Capstone Projects
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