MLOps: Machine Learning in Production

Admin, Prompt, Web

$74.40

Close the gap between notebook experiments and production ML systems with proper infrastructure and tooling.

Description

Reinforcement learning is the discipline behind game-playing AI, robotics, and increasingly LLM alignment. This course covers RL fundamentals through modern approaches like PPO and GRPO, culminating in a trained game-solving agent.

What’s Inside:

The RL Problem Framework
Markov Decision Processes
Q-Learning from Scratch
Deep Q-Networks (DQN)
Policy Gradient Methods
Proximal Policy Optimization (PPO)
Actor-Critic Architectures
Reward Shaping
Environment Design
Multi-Agent RL Intro
RLHF in Language Models
Project: Train a Game-Solving Agent

Next Product

Reinforcement Learning: Training AI to Win

Cart review

MLOps: Machine Learning in Production

MLOps: Machine Learning in Production

Related products

Next Product