Videos
29 videos available in the DeepSeek directory
Tutorial
DeepSeek R1 Prompt Engineering Masterclass
Advanced prompt engineering techniques specific to DeepSeek R1: controlling think tags, optimizing reasoning chains, multi-step problem decomposition, and output formatting.
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AI CommunityCoding Tutorial
Building a RAG Pipeline with DeepSeek and LangChain
End-to-end tutorial building a Retrieval-Augmented Generation system using DeepSeek V3 with LangChain, ChromaDB, and a Streamlit frontend.
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AI CommunityMathematics
DeepSeek R1 Math Problem Solving: AMC to IMO Level
Testing DeepSeek R1's mathematical reasoning on progressively harder problems from AMC 10/12 through AIME to IMO level, with analysis of its reasoning chains.
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AI CommunityResearch
DeepSeek for Academic Research: Literature Review Automation
How researchers use DeepSeek R1 to analyze academic papers, synthesize findings across studies, identify research gaps, and generate structured literature reviews.
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AI CommunityDeployment
Self-Hosting DeepSeek V3 with vLLM on AWS/GCP
Production deployment guide for self-hosting DeepSeek V3 using vLLM on cloud GPU instances, covering model sharding, load balancing, monitoring, and cost comparison vs API.
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AI CommunityData Science
DeepSeek R1 for Data Science: Pandas, SQL, and Visualization
Tutorial showing how to use DeepSeek R1 for data science workflows: writing pandas transformations, generating SQL queries, creating matplotlib visualizations, and statistical analysis.
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AI CommunityProductivity
Using DeepSeek with Cursor IDE for 10x Faster Coding
Practical guide to configuring DeepSeek as your AI coding assistant in Cursor IDE, with tips for maximizing productivity including custom prompts and multi-file editing.
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AI CommunityExplainer
DeepSeek V3 MoE Architecture Explained Simply
Visual explanation of DeepSeek V3's Mixture-of-Experts architecture, Multi-head Latent Attention, and how it achieves GPT-4 level performance at a fraction of the cost.
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AI CommunityCoding Tutorial
DeepSeek Coder for Full-Stack Web Development
Live coding session building a complete full-stack application using DeepSeek Coder, demonstrating its coding capabilities across React, Node.js, and PostgreSQL.
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AI CommunityResearch
DeepSeek R1 Paper Explained: Reinforcement Learning for Reasoning
Deep dive into the DeepSeek R1 research paper, explaining the GRPO training methodology, distillation process, and how reinforcement learning enables emergent reasoning.
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AI CommunityCoding Tutorial
Building AI Agents with DeepSeek Function Calling
Tutorial on implementing AI agents using DeepSeek's function calling capabilities, with a real-world example building a research assistant that searches the web and analyzes data.
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AI CommunityComparison
DeepSeek R1 vs GPT-4o vs Claude 3.5: Reasoning Benchmark Showdown
Head-to-head comparison testing DeepSeek R1 against GPT-4o and Claude 3.5 Sonnet on math, coding, logic, and creative reasoning tasks with detailed analysis.
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AI CommunityCoding Tutorial
DeepSeek V3 API Tutorial: Build a Chatbot from Scratch
Step-by-step coding tutorial building a full chatbot application using the DeepSeek V3 API with streaming, conversation history, and a React frontend.
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AI CommunityTutorial
How to Run DeepSeek R1 Locally with Ollama in 5 Minutes
Quick tutorial showing how to install and run DeepSeek R1 distilled models locally using Ollama, with performance comparisons across different model sizes.
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AI CommunityTutorial
DeepSeek R1: Complete Guide to the Open-Source Reasoning Model
A comprehensive walkthrough of DeepSeek R1, covering architecture, capabilities, benchmarks vs GPT-4 and Claude, and practical usage examples for developers and researchers.
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AI CommunityTutorial
DeepSeek R1 Tutorial: Ultimate Beginner Guide
Comprehensive beginner walkthrough of R1 features, signup, Deep Think mode, and practical demonstrations for new users.
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YouTube CreatorNews
Matt Wolfe: AI News and Tool Reviews
Weekly AI news roundups and in-depth reviews of new AI tools, models, and platforms. Covers practical applications across creative, business, and developer use cases.
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Matt WolfeLLMs
Andrej Karpathy: Let's Build GPT from Scratch
Step-by-step coding tutorial building a GPT language model from scratch including attention, transformers, and training on Shakespeare text.
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Andrej KarpathyCoding
DeepSeek Lesson 12: Code Correction and Debugging
Advanced tutorial on using DeepSeek for code debugging, error correction, and automated code review workflows.
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YouTube CreatorBeginner
DeepSeek and R1 Complete Beginner Tutorial Under 8 Mins
Quick-start guide covering the essentials of DeepSeek and R1 in under 8 minutes for busy professionals.
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YouTube CreatorGame Development
I Made a Game with DeepSeek AI in 15 Minutes
Speed-coding demonstration creating a playable game from scratch using DeepSeek AI prompts in just 15 minutes.
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YouTube CreatorBeginner
DeepSeek Tutorial: How to Use for Beginners 2025
Step-by-step tutorial on getting started with DeepSeek, from account setup to advanced features and API usage.
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YouTube CreatorTechnical
How to Train LLMs to Think (o1 & DeepSeek-R1)
Technical deep dive into training reasoning models like DeepSeek-R1 with GRPO methodology and reinforcement learning.
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YouTube CreatorGame Development
Building a Game Using DeepSeek AI in Python
Hands-on tutorial building a complete game with DeepSeek AI using Python, covering game design and AI-assisted development.
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YouTube Creator