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Artificial Intelligence A-Z 2024: Build 7 AI + LLM & ChatGPT

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Overview

Combine the power of Data Science, Machine Learning and Deep Learning to create powerful AI for Real-World applications! What you'll learn: Build 7 different AIs for 7 different applicationsUnderstand the theory behind Artificial IntelligenceMaster the State of the Art AI modelsSolve Real World Problems with AIQ-LearningDeep Q-LearningDeep Convolutional Q-LearningA3C (Asynchronous Advantage Actor-Critic)PPO (Proximal Policy Optimization)SAC (Soft Actor-Critic)LLMsTransformersLow-Rank Adaptation (LoRA) and Quantization (QLoRA)NLP techniques for Chatbots: Tokenization and PaddingFine-Tuning an LLM with Knowledge AugmentationAs Extras: DDPG, Full World Model, Evolution...

Syllabus

  • 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


Artificial Intelligence A-Z 2024: Build 7 AI + LLM & ChatGPT
Go to Class

via Udemy

15 hours 20 minutes

Certificate Available

English

On-Demand

Beginner

Instructor

Hadelin de Ponteves

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