Generative AI for beginners

Description

In this course, you will learn:

• Dive deep into the fundamentals of Machine Learning, learning about key algorithms and how they are used.
• The class will introduce you to Neural Networks and provide an overview of Deep Learning techniques such as CNNs and RNNs.
• This Generative AI free course with certificate will emphasize the importance of Large Language Models, demonstrating their applicability in a variety of industries.
• Participants will get an understanding of Generative Models in AI, including its mathematical basis and real-world applications.
• This online generative AI course project is intended to introduce the fascinating field of generative AI, ensuring a rich learning experience.

Syllabus:

• Fundamentals of Artificial Intelligence
• Limitations and Challenges of AI
• Basics - Machine Learning
• Machine Learning Algorithms
• Applications and Challenges in Machine Learning
• Introduction - Neural Networks
• Brief of Deep Learning, CNN, and RNN Concepts
• Deep Learning Overview
• Large Language Models
• Generative AI Concepts
• Generative Models in AI
• Mathematical Foundations of Generative AI