Artificial Intelligence A-Z 2025: Agentic AI, Gen AI, and RL

$0.99
Instructor:
Hadelin de Ponteves, Kirill Eremenko, SuperDataScience Team, Luka Anicin, Ligency Team
Category:

Welcome to Artificial Intelligence AZ!

Learn key AI concepts with intuition lectures to get you quickly up to speed with all things AI.

 

What you’ll learn
  • Build 7 different AIs for 7 different applications
  • Understand the theory behind Artificial Intelligence
  • Master the State of the Art AI models
  • Solve Real World Problems with AI
  • Q-Learning
  • Deep Q-Learning
  • Deep Convolutional Q-Learning
  • A3C (Asynchronous Advantage Actor-Critic)
  • PPO (Proximal Policy Optimization)
  • SAC (Soft Actor Critic)
  • LLMs
  • Transformers
  • Low-Rank Adaptation (LoRA) and Quantization (QLoRA)
  • NLP techniques for Chatbots: Tokenization and Padding
  • Fine-Tuning an LLM with Knowledge Augmentation
  • As Extras: DDPG, Full World Model, Evolution Strategies & Genetic Algorithms
Course content
22

22 sections • 128 lectures • Total duration 15 h 15 min

Welcome to the course!
Agentic AI
Part 0 - Fundamentals Of Reinforcement Learning
Q-Learning Intuition
Q-Learning Implementation
Part 1 - Deep Q-Learning
Deep Q-Learning Intuition
Deep Q-Learning Implementation
Part 2 - Deep Convolutional Q-Learning
Deep Convolutional Q-Learning Intuition
Deep Convolutional Q-Learning Implementation
Part 3 - A3C
A3C Intuition
A3C Implementation
Part 4 - PPO and SAC
Part 5 - Intro to Large Language Models (LLMs)
LLMs Intuition
LLMs Implementation
THANK YOU
Annex 1: Artificial Neural Networks
Annex 2: Convolutional Neural Networks
Congratulations!! Don't forget your Prize :)