DeepSeek from Scratch

  • IntermediateLevel

  • 1 hrs 0 minsDuration

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About this Course

  • Understand DeepSeek and explore its real-world applications with their features.
  • Analyze the technical mechanisms and inner workings behind DeepSeek’s functionality.
  • Analyze DeepSeek’s transformative impact on the advancement of computer vision technology and applications

Learning Outcomes

Master DeepSeek Concepts

Understand DeepSeek and explore its real-world applications.

Into DeepSeek Mechanisms

Gain insights into the technical workings of DeepSeek.

Evaluate DeepSeek Impact

Assess how DeepSeek advances computer vision and AI-driven solutions.

Course Curriculum

Explore a comprehensive curriculum covering Python, machine learning models, deep learning techniques, and AI applications.

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  1. 1. Introduction to the course

  2. 2. Understanding input and self attention

  3. 3. Multi-head Latent Attention

  4. 4. One and Four Experts

  5. 5. Routing, Visualize Backpropogation and RoPE

Meet the instructor

Our instructor and mentors carry years of experience in data industry

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Tom Yeh

Associate Professor

Tom Yeh, Associate Professor at the University of Colorado Boulder, leads the Sikuli Lab, computer vision, and accessibility. His research advances tech for the visually impaired and educational tools for kids. He holds a PhD from MIT.

Get this Course Now

With this course you’ll get

  • 60 hour

    Duration

  • Tom Yeh

    Instructor

  • Beginner

    Level

Certificate of completion

Earn a professional certificate upon course completion

  • Globally recognized certificate
  • Verifiable online credential
  • Enhances professional credibility

Frequently Asked Questions

Looking for answers to other questions?

DeepSeek is open-source, cost-efficient, and customizable, allowing developers to modify the models for specific applications, unlike proprietary models from OpenAI.

DeepSeek utilizes smart optimizations and focuses on training only the essential parts of the model, significantly reducing resource usage compared to traditional methods.

Yes! Since DeepSeek is open-source, you can freely use it in commercial projects while also customizing it to fit your needs.

You can build a wide range of applications, including chatbots, image generation tools, and data analysis systems using the DeepSeek API.

Yes, you will receive a certificate of completion after successfully finishing the course and assessments.

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