Nano Course Cutting Edge LLM Tricks

  • BeginnerLevel

  • 4589+Students Enrolled

  • 38 MinsDuration

  • 4.6Average Rating

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About this Course

  • In this free nano GenAI course on Cutting Edge LLM Tricks, you will learn the latest LLM tricks and techniques from top research papers.
  • You will apply these LLM tricks in building State-Art-Of-The-Art (SOTA) LLMs, gaining practical experience.
  • The course provides a recap of the LLM journey, covering the building blocks of LLMs and the LLM Stack.

Learning Outcomes

Latest Techniques

Master LLM tricks from AI research to enhance your projects.

Practical Application

Build advanced LLMs with tricks, gaining hands-on experience.

LLM Fundamentals

Understand LLM fundamentals, including core building blocks.

Staying Updated

Stay updated with evolving generative AI and LLM advancements.

Who Should Enroll

  • AI enthusiasts aiming to grasp and implement the newest LLM advancements for practical use.
  • Individuals keen on exploring advanced LLM tricks and techniques for real-world applications.
  • Researchers seeking to stay informed on recent LLM research and practical implementations.

Course Curriculum

Explore recent advancements in LLMs and implement cutting-edge techniques effectively. This hands-on course provides practical insights into state-of-the-art AI solutions

tools

  1. 1. Introduction to LLM Tricks

  2. 2. Recap of Core LLM Concepts

  3. 3. Understanding LLM Building Blocks

  4. 4. Practical LLM Application Strategies

  5. 5. LIMA- Less is More Alignment Insights

  6. 6. Distil Step by Step Implementation

  7. 7. Instruction BackTranslation Techniques

  8. 8. Textbooks as Essential Resources

  9. 9. Reducing Sycophancy in LLMs

  10. 10. Gorilla- API Following for LLMs

  11. 11. ToolLLMs and Their Uses

  12. 12. Comprehensive Course Summary

Meet the instructor

Our instructor and mentors carry years of experience in data industry

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Sanyam Bhutani

Partner Engineer

Sanyam is a Kaggle Grandmaster, a recipient of the Top 5 GenAI Scientists Award, and the creator of the #1 Kaggle Podcast known as Chai Time Data Science. He is a Senior Data Scientist at H2O.ai.

Get this Course Now

With this course you’ll get

  • 38 Mins

    Duration

  • Sanyam Bhutani

    Instructor

  • Beginner

    Level

Certificate of completion

Earn a professional certificate upon course completion

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

Frequently Asked Questions

Looking for answers to other questions?

This course is designed for those with an intermediate to advanced understanding of LLMs. While we provide a recap, prior knowledge is beneficial.

Basic understanding of machine learning and large language models is recommended. Familiarity with Python programming is a plus.

Yes, the tricks and techniques covered are generally applicable across various LLM architectures, though specific implementations may vary.

The course is approximately 38 minutes long, but you can learn at your own pace.

We strive to keep our course content current with the latest advancements in LLM technologies. Updates are made periodically.

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

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