Combine the power of Agentic AI, Generative AI, Reinforcement Learning to create powerful AI for Real-World applications
Giới thiệu về khóa học
Welcome to Artificial Intelligence A-Z!
Learn key AI concepts with intuition lectures to get you quickly up to speed with all things AI and practice them by building 8 different AIs:
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Build an AI Agent with a Foundation Model (LLM) for business assistance, all powered by the Cloud.
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Build an AI with a Q-Learning model and train it to optimize warehouse flows in a Process Optimization case study.
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Build an AI with a Deep Q-Learning model and train it to land on the moon.
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Build an AI with a Deep Convolutional Q-Learning model and train it to play the game of Pac-Man.
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Build an AI with an A3C (Asynchronous Advantage Actor-Critic) model and train it to fight Kung Fu.
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Build an AI with a PPO (Proximal Policy Optimization) model and train it for a Self-Driving Car.
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Build an AI with a SAC (Soft Actor-Critic) model and train it for a Self-Driving Car.
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Build an AI by fine-tuning a powerful pre-trained LLM (Llama 2 by Meta) with Hugging Face and re-train it to chat with you about medical terms. Simply put, we build here an AI Doctor Chatbot.
But that’s not all… Once you complete the course, you will get 3 extra AIs: DDPG, Full World Model, and Evolution Strategies & Genetic Algorithms. We build these AIs with ChatGPT for a Self-Driving Car and a Humanoid application. For each of these extra AIs you will get a long video lecture explaining the implementation, a mini PDF, and the Python code.
Besides, you will get a free 3-hour extra course on Generative AI and LLMs with Cloud Computing as a Prize for completing the course.
Nội dung khóa học
Introduce
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