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Large Language Models Bootcamp

NEW

. 5 DAYS . 40 HOURS . IN-PERSON / ONLINE

Comprehensive, hands-on curriculum to give you a headstart in building Large Language Model Applications.
LLM Bootcamp | Data Science Dojo
$4999

5% OFF

Ratings | LMM Bootcamp | Data Science Dojo 4.95 · 640+ reviews

$4749

Includes:

  • Software subscriptions and cloud services credit up to USD $500.
  • Breakfast, lunch and beverages daily.
  • Course material and access to coding labs, Jupyter notebooks, and hundreds of learning resources for 1 year.

INSTRUCTORS AND GUEST SPEAKERS

Learn From Industry Leaders

COURSE OVERVIEW

Learn to Build and Deploy Custom LLM Applications

Pre-trained Large Language Models like ChatGPT offer impressive capabilities but they cannot be used in scenarios where the underlying data is proprietary and requires industry-specific knowledge. Businesses are rushing to build custom LLM applications that offer enhanced performance, control, customization and most importantly, competitive advantage. This bootcamp offers a comprehensive introduction to get started with building a ChatGPT on your own data. By the end of the bootcamp, you will be capable of building LLM-powered applications on any dataset of your choice.

In collaboration with

Who Is This Course For

Anyone

Anyone interested in getting a headstart by getting a hands-on experience with building LLM applications.

Data professionals

Data professionals who want to supercharge their data skills using cutting-edge generative AI tools and techniques.

Product leaders

Product leaders at enterprises or startups seeking to leverage LLMs to enhance their products, processes and services.

Curriculum Highlights

Generative AI and LLM Fundamentals

A comprehensive introduction to the fundamentals of generative AI, foundation models and Large language models

Canonical Architectures of LLM Applications

An in-depth understanding of various LLM-powered application architectures and their relative tradeoffs

Embeddings and Vector Databases

Hands-on experience with vector databases and vector embeddings

Prompt Engineering

Practical experience with writing effective prompts for your LLM applications

Orchestration Frameworks: LangChain and Llama Index

Practical experience with orchestration frameworks like LangChain and Llama Index

Deployment of LLM Applications

Learn how to deploy your LLM applications using Azure and Hugging Face cloud

Customizing Large Language Models

Practical experience with fine-tuning, parameter efficient tuning and retrieval parameter-efficient + retrieval-augmented approaches

Building An End-to-End Custom LLM Application

A custom LLM application created on selected datasets

$4999

5% OFF

Ratings | LMM Bootcamp | Data Science Dojo 4.95 · 640+ reviews

$4749

Includes:

  • Software subscriptions and cloud services credit up to USD $500.
  • Breakfast, lunch and beverages daily.
  • Course material and access to coding labs, Jupyter notebooks, and hundreds of learning resources for 1 year.

Technologies and Tools

Testimonials

Our customers and partners love us!
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Earn a Verified Certificate of Completion

In association with
UNM's continuing education | Data Science Dojo

Earn a Large Language Models certificate in association with the University of New Mexico Continuing Education, verifying your skills. Step into the market with a proven and trusted skillset.

Course Syllabus

DAY 1 - LLM Fundamentals

Understanding the LLM Ecosystem

In this module we will understand the common use cases of large language models and fundamental building blocks of such applications. Learners will be introduced to the following topics at a very high level without going into the technical details:

  • Large language models and foundation models
  • Prompts and prompt engineering
  • Context window and token limits
  • Embeddings and vector databases
  • Build custom LLM applications by:
    • Training a new model from scratch
    • Fine-tuning foundation LLMs
    • In-context lear