Large Language Models for Everyone

Q: How long will I have access to the course?

All Guru package registrations receive a 12-month access to the learning platform.

A gentle introduction to generative AI and LLMs and:
How LLM applications like Chat GPT and Bard work
Rationale for prompt engineering
How machines understand language with embeddings
Model customization with RAG and fine turning
Risks, challenges and guardrails.
Bonus resources for continued learning

modules

months acess to learning platform

12 +

CEU

DESIGNED FOR EVERYONE

No technical skills required

Large language models course is designed for anyone interested in getting started with large language models and generative AI without all the math and programming.

Product managers and leaders, startup founders, software developers, consultants, legal professionals, doctors, journalists, compliance officers, business executives can attend.

Curriculum

A lay-person’s overview of how generative AI and large language models work, common terminologies, risks and challenges.

Fundamentals

Understand how machines see and read. Intuitive understanding of the foundations of machine learning, AI and generative AI.

Embeddings

An introduction to how images, text, audio and video are converted into vectors.

Vector Databases

Understanding how embeddings are stored, optimized and retrieved using vector databases.

Mechanics of Generative AI

Understand how generative AI and large language models work. An intuitive overview minus all the math and programming.

Prompt Engineering

Understanding prompt engineering and the role prompt engineering plays in getting the most out of large language models.

Retrieval-Augmented Generation

RAG is one of the most popular paradigms for LLM applications. Understand the rationale for RAG, how it is implemented and why it is so popular.

Fine-Tuning

Understand fine tuning and how it is different from RAG. Discuss when RAG or fine tuning may be the right choice for building LLM applications.

Risks and Challenges

Discuss the risks and challenges in adoption of large language models for enterprise. Learn about RLHF, prompt hacking/jailbreaking, guardrails, AI and data governance.

Enterprise Architectures

Overview of a canonical enterprise LLM application architecture and all the moving parts.

COMPLETE LEARNING ECOSYSTEM

More than just a course

This large language models course is not technical, but we have included a lot of resources, just in case.

Access hundreds of coding exercises, sandboxes, free tutorials and other bonus learning material.

Just bring a laptop

Watch tutorials or practice coding in browser-based Jupyter notebooks and inline code runners. We call our learning platform a complete learning ecosystem.

Personal coding sandboxes

Every attendee gets a dedicated compute and storage pre-configured with relevant libraries and packages.

100s of code samples

In addition to the in-class exercises, attendees receive Python and R code samples that have been pre-tested.

No subscriptions needed

All software licenses, subscriptions, tools, and computing resources are included. For Guru package, LLM API keys are also included.

Cohort discussion forum

Get help from course staff, share ideas and discuss with your peers.

Free courses

Dozens of other short courses and coding exercises are included in the registration.

Exclusive alumni community

Join the exclusive community of 11,000+ alumni globally. Dicuss, collaborate, and expand your network.

LEARN FROM EXPERTS

In collaboration with

We have partnered with some of the foremost names in industry to bring this course to you.

Instructors

Learn from practitioners with extensive industry experience in building generative AI and large language models applications at large scale.

Customers reviews

"Partnering with Data Science Dojo aligns with our mission to make data science accessible. Their bootcamps contribute to safe AI deployment education."

"LLM bootcamp provides exceptional, hands-on initiation into LLMs and practical applications. A deep dive into the subject with theoretical knowledge."

"Six months of course material access post-training is valuable. Instructors ensure success, making it a top-notch learning experience in AI."

"Instructors simplified complex topics effectively. Hands-on learning enhanced my LLM understanding in 5 days. Intensive but immeasurable rewards."

"A rewarding opportunity to help students of all backgrounds learn new techniques. Being part of a passionate data science community was a real privilege."

"LLM Bootcamp provides hands-on experience with expert instructors, a comprehensive framework, and extensive resources for substantial upskilling."

"The effort in providing resources was commendable. Teachers and assistants were helpful, making it one of the best courses. I learned a lot for future use."

"Top-notch speakers, hands-on workshops, and networking make it a wonderful tech experience. Raja's in-depth teaching focuses on learning concepts."

"Comprehensive curriculum in generative AI, prompt engineering, and data retrieval. Excited about practical training opportunities."

"Collaborating with Data Science Dojo nurtures the next generation of LLM developers, commendable for fostering a dedicated creator community."

"This boot camp provided great content, equipping me with skills and confidence for efficient job execution. Enjoyable class and projects, a rewarding decision."

"The LLM Bootcamp offered an enlightening, well-structured learning experience, invaluable networking, and insights into real-world AI challenges. "

"Seamless navigation, invaluable hands-on exercises, and well-structured technical aspects for optimal, cost-effective results. Highly recommended for practical LLM knowledge."

"Comprehensive curriculum for in-depth understanding, seamless hands-on learning with cloud-based tools, and insightful talks by industry experts. Highly recommended."

"Outstanding boot camp, engaging discussions on coding and data security. A valuable and refreshing experience, recommended for advancing data science skills."

"Explored Data Science Dojo's LLM Bootcamp, gaining confidence with a comprehensive understanding. In-person experience, insightful instructors, and diverse insights."

"LLM Bootcamp surpassed expectations, bridging theory with practical examples. Engaging with cohorts, invaluable insights, and balanced intensity elevated understanding. Highly recommended for language models."

"LLM Bootcamp enriched my understanding of the language-tech intersection. Collaborating with peers was wonderful. Sophie DA's insightful presentation on practical applications is recommended for foundational knowledge."

"LLM Bootcamp shifted my problem-solving approach, sparking creativity with limitless applications. Highly recommended for anyone building their toolkit, fostering creativity in problem solvers, and providing invaluable insights for diverse applications."

"Dedicated a week to a profound learning experience with Data Science Dojo, sparking innovative ideas. The practical approach revolutionized our models. Highly recommended."

"Engaging with diverse participants and the Dojo staff provided valuable insights. Emphasizes the importance of understanding model performance. Highly recommended for all roles."

"The bootcamp's blend of theory and hands-on experience suited learners of all backgrounds. In just five days, I gained invaluable knowledge and tools for navigating the AI landscape. "

"The boot camp surpassed my expectations with insightful talks, practical insights, and comprehensive resources, essential for accelerating knowledge in LLMs."

"The Data Science Dojo Bootcamp exceeded expectations, offering comprehensive learning, hands-on experience, and valuable insights, transforming my confidence in AI."

"The Bootcamp accelerated my text analysis skills by engaging in in-person experience, industry insights, and valuable hands-on learning. Highly recommended!"

"The Bootcamp helped me bridge the gap between academia and industry, offering insightful talks and practical problem-solving exercises. "

"The Bootcamp exceeded my expectations, offering comprehensive training for both beginners and experienced data scientists. Highly recommended for all!"

CHOOSE A PLAN

Register Now

December 02 , 2024

9am-2pm Pacific

Online

$499

$ 249

Live Instuctor-led training
Direct access to instructor
25+ hands-on coding exercises
Online coding sandboxes
Access to private community of learners
Restricted access to learning platform

$699

$ 399

Everything in Dojo plus
Verified certificate with 1 CEU
100+ hands-on coding exercises
Bonus learning material (one year)
Recording of live sessions (one year)
Online coding sandboxes (one year)

CERTIFICATE

ACCREDITED CERTIFICATE

Earn a Verified Certificate

Earn a verified certificate from The University of New Mexico Continuing Education:

1 Continuing Education Credit (CEU)
Acceptable by employers for reimbursements
Valid for professional licensing renewal
Verifiable by The University of New Mexico Registrar’s office
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