What you'll learn

Artificial Intelligence (AI), Machine Learning and Deep Learning

Fundamentals of Machine Learning

Typical ML Tasks

Training Phase, Trained Model, Features

Supervised/Unsupervised/Semi-supervised Learning

Artificial Neural Networks (ANNs)

Deep Learning Architectures

Large Language Models (LLMs)

Contextual Prompting, RAG, Fine-Tuning

Foundation Models

Prompt, Tokens, Context Window

Prompt Engineering

Pretraining and Fine-tuning

Gen AI - Key Challenges and Limitations

Text-To-Text/Image/Video/Audio Models

Generative AI - Key Use Cases

Requirements

Nothing specific is needed to start the training program.

Description

The Future is HereStep into the fascinating realm of Generative AI, where machines create content with unprecedented creativity and intelligence. Generative AI is no longer a buzzword; it's reshaping industries and redefining possibilities, opening new doors to innovation and advanced applications. From art and music to healthcare and finance, its impact is undeniable. This course is your gateway to understanding the core concepts driving this revolution.Demystifying the ComplexNavigating the world of AI can be overwhelming. This course breaks down complex ideas into easy-to-understand concepts. Whether you're a student, tech enthusiast, a business leader, or simply curious, you'll find value in this comprehensive approach.Build a Strong FoundationGenerative AI is a rapidly evolving field with endless possibilities. This course will equip you with the fundamental theoretical knowledge needed to thrive in the AI-driven world. You'll gain a deep understanding of the AI landscape, the key machine learning building blocks, how Generative AI works, its potential applications, and market use cases across different sectors. We will also talk about limitations, challenges, and ethical considerations while leveraging this cutting-edge technology.Join the Gen AI RevolutionReady to embark on this transformative journey? Join me as we explore the exciting world of Generative AI.