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DeepSeek-R1: Open-Source Reasoning Models & GRPO Reinforcement Learning
Deconstruct the DeepSeek-R1 open-weights architecture. Master Multi-Head Latent Attention (MLA), DeepSeekMoE, Group Relative Policy Optimization (GRPO), and cold-start self-reflection.
Level: AdvancedDuration: 6 WeeksLessons: 22 LessonsCredential: Included
About this Course
Deconstruct the DeepSeek-R1 open-weights architecture. Master Multi-Head Latent Attention (MLA), DeepSeekMoE, Group Relative Policy Optimization (GRPO), and cold-start self-reflection.
What you will learn:
- Core idiomatic syntax and mental models
- Scalable architecture & concurrency
- Hands-on capstone portfolio project
- Automated test benchmarks & validation
Technologies & Tools Covered
DeepSeek-R1GRPOPyTorchvLLMHugging FaceCoT
Advanced · 6 Weeks
DeepSeek-R1: Open-Source Reasoning Models & GRPO Reinforcement Learning