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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

Rating: 4.64,730 ratings10,925 students3.5 total hours54 lectures
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The Next Frontier: Generative AI for Absolute Beginners Beginner

Course facts

  • Last updated 06/2025
  • English English [Auto], Korean [Auto] , 1 more
  • Instructor: Idan Gabrieli
  • practical AI capability and workflow improvement

What you'll learn

Practical outcomes

  • 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

Curriculum

7 sections • 54 lectures • 3h 41m total length

Getting Started2 lectures • 2min
  1. Welcome!02:02
  2. Few Recommendations00:22
Let's Build the AI Puzzle6 lectures • 23min
  1. Introduction01:36
  2. Artificial Intelligence (AI)07:49
  3. Machine Learning (ML)04:40
  4. Deep Learning (DL)03:08
  5. Generative AI (Gen AI)03:56
  6. Summary02:18
  7. Quiz #1 - AI Puzzle 9 questions
Soft Introduction to Machine Learning9 lectures • 47min
  1. Introduction02:48
  2. The ML Box (I/O)04:05
  3. Typical ML Tasks05:35
  4. Training Phase04:53
  5. Y = F(X) - OMG!05:46
  6. Data Types04:50
  7. Features04:41
  8. Please Call the Supervisor!08:48
  9. Summary05:38
  10. Quiz #2 - ML 15 questions
The Magic Behind Generative AI12 lectures • 1hr 2min
  1. Introduction02:26
  2. Artificial Neural Networks02:57
  3. Deep Learning Architectures07:51
  4. Foundation Models04:03
  5. Large Language Models (LLMs)05:23
  6. Model Types04:07
  7. Prompt and Tokens04:43
  8. Total Tokens and Context Window04:29
  9. Next Token Please!04:05
  10. Self-Supervised Learning06:54
  11. Improving and Adapting LLMs08:21
  12. Summary06:53
  13. Quiz #3 - Gen AI 23 questions
Key Challenges and Limitations10 lectures • 29min
  1. Introduction02:02
  2. Prompt Sensitivity02:35
  3. Knowledge Cutoff03:52
  4. It is not Deterministic03:51
  5. Structured Data03:01
  6. Hallucinations02:13
  7. Lack of Common Sense01:58
  8. Bias and Fairness03:17
  9. Data Privacy, Security, and Misuse02:05
  10. Summary03:52
  11. Quiz #4 - Challenges and Limitations 11 questions
Unleash the Power of Generative AI12 lectures • 47min
  1. Introduction01:37
  2. Text-Image-Video-Audio Generation05:53
  3. Web-Based vs Application-Based (APIs)03:32
  4. Use Case - Brainstorm Assistant03:41
  5. Use Case - Summarization02:31
  6. Use Case – Text Enhancement02:20
  7. Use Case - Code Generation07:25
  8. Use Case – Content as a Framework02:52
  9. Use Case – Images on Demand02:42
  10. Use Case – Boosting AI-Based Apps02:38
  11. Best Practices for Prompts07:19
  12. Summary04:28
Course Summary3 lectures • 11min
  1. Let’s Recap08:59
  2. Thank You!01:21
  3. ** BONUS **00:26

Who it is for

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

Course description

Overview

The Future is Here Step 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 Complex Navigating 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 Foundation Generative 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 Revolution Ready to embark on this transformative journey? Join me as we explore the exciting world of Generative AI.

Instructor

Idan Gabrieli

Idan Gabrieli Online Teacher & Consultant | Cybersecurity, Cloud, AI Hi, I’m Idan! Over the years, I’ve turned my professional experience into simple, actionable frameworks that help people learn faster, think smarter, and get real results. I believe learning should be inspiring — not overwhelming. My courses are built to give you clarity, confidence, and hands-on skills you can apply right away. I’m passionate about sharing what truly works in the real world — no fluff, just practical tools, real examples, and a bit of fun along the way. So if you’re ready to grow your skills, boost your confidence, and make learning exciting again — you’re in the right place!