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DeepSeek-R1 Crash Course

By - freeCodeCamp.org

📚 Course Information

Channel

freeCodeCamp.org

Published On

1/28/2025

📝 Description

Learn how to use DeepSeek-R1 in this crash course for beginners. Learn about the innovative reinforcement learning approach that powers DeepSeek-R1, exploring how it achieves performance comparable to industry giants like OpenAI's o1, but at a fraction of the cost. You'll learn about its architecture, practical applications, and how to deploy this model to leverage its advanced reasoning skills for your own projects. ✏️ Course developed by Andrew Brown from @ExamProChannel . ❤️ Support for this channel comes from our friends at Scrimba – the coding platform that's reinvented interactive learning: https://scrimba.com/freecodecamp ⭐️ Contents ⭐️ 00:00 Introduction 01:01 DeepSeek Overview 06:13 DeepSeek.com V3 15:36 DeepSeek R1 via Ollama 15:36 DeepSeek R1 via LMStudio 52:12 DeepSeek via Hugging Face Transformers 1:26:06 Thoughts and Conclusions 🎉 Thanks to our Champion and Sponsor supporters: 👾 Drake Milly 👾 Ulises Moralez 👾 Goddard Tan 👾 David MG 👾 Matthew Springman 👾 Claudio 👾 Oscar R. 👾 jedi-or-sith 👾 Nattira Maneerat 👾 Justin Hual -- Learn to code for free and get a developer job: https://www.freecodecamp.org Read hundreds of articles on programming: https://freecodecamp.org/news

🎯 What You'll Learn

Complete understanding of the topic

Hands-on practical knowledge

Real-world examples and use cases

Industry best practices

⭐ Course Features

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AI Support

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📝

Practice Quiz

Test your knowledge

🏆

Certificate

Course completion

📋 Prerequisites

  • Basic understanding of programming concepts

  • Eagerness to learn and practice

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Course Content

Introduction
1
1 min

Introduction

5 Questions Ready
DeepSeek Overview
2
5 min

DeepSeek Overview

5 Questions Locked
DeepSeek.com V3
3
9 min

DeepSeek.com V3

5 Questions Locked
DeepSeek R1 via Ollama
4
0 sec

DeepSeek R1 via Ollama

5 Questions Locked
DeepSeek R1 via LMStudio
5
36 min

DeepSeek R1 via LMStudio

5 Questions Locked
DeepSeek via Hugging Face Transformers
6
33 min

DeepSeek via Hugging Face Transformers

5 Questions Locked
Thoughts and Conclusions
7
4 min

Thoughts and Conclusions

5 Questions Locked