The Next Frontier: Generative AI for Absolute Beginners

Learn the Fundamental Concepts of AI, ML and Generative AI with an Easy, Simple and Fun Training

Created by: Idan Gabrieli
Online Teacher | Data, Cloud, AI

What Will I 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.

Target audience

• Engineers
• Software developers
• IT Professionals
• Product/Project/Marketing Managers
• Solutions Architects