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Learn to build large language model applications: vector databases, langchain, fine tuning and prompt engineering. Learn more

Mastering Fine Tuning Large Language Models

  • Learn to build efficient task and domain-specific large language models using fine tuning:
  • Live instructor-led learning
  • Comprehensive and hands-on exercises on fine tuning large language models
  • Parameter Efficient Fine Tuning (PEFT), Quantization, Low Rank Adapatation (LoRA), RLHF
  • Pros and cons of RAG vs. fine tuning
  • GPU cloud, coding sandboxes and subscriptions for fine tuning exercises included
  • Teaching assistants, cohort-discussion forum and alumni network
  • Verified certificate from University of New Mexico Continuing Education
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A Hands-On Introduction to Fine-Tuning LLM | Data Science Dojo
A Hands-On Introduction to Fine-Tuning LLM | Data Science Dojo
A Hands-On Introduction to Fine-Tuning LLM | Data Science Dojo
8
modules
100 +
coding exercises
12 +
months acess to learning platform
1
CEU
START BUILDING NOW

Who is this course for?

Fine tuning is often needed when a large model has to be adapted for a specific task, domain or style. 

This course is designed for anyone interested in fine tuning large language models while understanding the challenges, risks, cost, accuracy and latency tradeoffs in building LLM applications.

Developers

Developers, engineers and consultants building domain and task-specific LLM applications.

Product Leaders

Product managers, CTOs and VPs of engineering envisioning LLM products.

Founders

Founders working on new products that leverage large language models.

Anyone

With working knowledge of Python and an interest in LLMs.

Curriculum

The most comprehensive course on LangChain in industry taught by practitioners who build RAG-based LLM products. Theory and coding exercises

Fundamentals

Understand when and why fine tuning is needed. Understand completion and instruct models. Discuss transfer learning, supervised and unsupervised fine tuning.

RAG vs. Fine Tuning

Discuss in detail the risks and tradeoffs between using fine tuning and retrieval augmented generation and why an enterprise would need one or the other.

Optimization

Learn about techniques like PEFT, quantization, LoRA (Low Rank Adaptation). Improving models using RLHF.

Fine tuning Llama2 7B

Learn to quantize a Llama2 7B parameter 4-bit quantized model on an instruction fine tuning dataset. Evaluate and benchmark against the original model as baseline.

Domain-specific models

Proposed – Symbl.AI

Risks and Challenges

Understand the inherent risks in fine tuning and how to guard against them.

COMPLETE LEARNING ECOSYSTEM

More than just a course

The course registration comes with access to our learning platform with hundreds of free tutorials, coding exercises, sandboxes, and other bonus learning material.

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

All learners get access to a GPU cloud and APIs for fine tuning large language models. 

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

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

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

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

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.

Learn more

Instructors

Learn from practitioners with extensive industry experience in building generative AI and large language models applications at large scale.
Instructor Raja Iqbal from Data Science Dojo, guiding participants through the LLM Bootcamp.

Raja Iqbal

Chief Data Scientist

Linkedin
Instructor Sanjay Pant from Data Science Dojo, guiding participants through the LLM Bootcamp.

Sanjay Pant

Senior Data Scientist

Linkedin

Customers reviews

"Partnering with Data Science Dojo aligns with our mission to make data science accessible. Their bootcamps contribute to safe AI deployment education."
Alessya Visnjic | WhyLabs | Data Science Dojo
Alessya VisnjicCEO & Co-founder, WhyLabs
"LLM bootcamp provides exceptional, hands-on initiation into LLMs and practical applications. A deep dive into the subject with theoretical knowledge."
Jeff Fong | Hover | Data Science Dojo
Jeff FongPrincipal Product Manager, HOVER Inc
"Six months of course material access post-training is valuable. Instructors ensure success, making it a top-notch learning experience in AI."
Abrar | IFC | LLM Bootcamp | Data Science Dojo
Abrar BhuiyanSupervisor, Software Application Engineer, ICF
"Instructors simplified complex topics effectively. Hands-on learning enhanced my LLM understanding in 5 days. Intensive but immeasurable rewards."
Fatemeh Shah Mohammadi | Health University of Utah | Data Science Dojo
Fatemeh Shah-MuhammadiResearch Assistant Professor, University of Utah School of Medicine
"A rewarding opportunity to help students of all backgrounds learn new techniques. Being part of a passionate data science community was a real privilege."
Sage Elliott | WhyLabs | Data Science Dojo
Sage ElliotAI Engineer | MLOps & Robotics, WhyLabs
"LLM Bootcamp provides hands-on experience with expert instructors, a comprehensive framework, and extensive resources for substantial upskilling."
Bernard Tumanjong | United States Space Force | Data Science Dojo
Bernard TumanjongChief, Operations Analysis, USA Air Force
"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."
Fahad Alswaina | KAPSARC | Data Science Dojo
Fahad AlswainaSr. Data and Model Solutions Associate, KAPSARC
"Top-notch speakers, hands-on workshops, and networking make it a wonderful tech experience. Raja's in-depth teaching focuses on learning concepts."
Kevin Song | ICF | Data Science Dojo
Kevin SongSoftware Engineer, ICF
"Comprehensive curriculum in generative AI, prompt engineering, and data retrieval. Excited about practical training opportunities."
Taimur Rashid | Redis | Data Science Dojo
Taimur RashidAdvisor, Weaviate
"Collaborating with Data Science Dojo nurtures the next generation of LLM developers, commendable for fostering a dedicated creator community."
Instructor Harrison Chase from LangChain, guiding participants through the LLM Bootcamp.
Harrison ChaseCo-Founder and CEO, LangChain
"This boot camp provided great content, equipping me with skills and confidence for efficient job execution. Enjoyable class and projects, a rewarding decision."
Luis Armando M | Raisa | Data Science Dojo
Luis Armando MSales and Services Manager, RAISA
"The LLM Bootcamp offered an enlightening, well-structured learning experience, invaluable networking, and insights into real-world AI challenges. "
Amity Fox | Strategic Insights L.L.C | Data Science Dojo
Amity FoxData Scientist, 343 Industries
"Seamless navigation, invaluable hands-on exercises, and well-structured technical aspects for optimal, cost-effective results. Highly recommended for practical LLM knowledge."
Maryam Bagheri | Deloitte Business | Data Science Dojo
Maryam Bagheri Designation-Senior Data Scientist, Deloitte Business
"Comprehensive curriculum for in-depth understanding, seamless hands-on learning with cloud-based tools, and insightful talks by industry experts. Highly recommended."
Jared Miller | Gursey | Data Science Dojo
Jared MillerSoftware Development Manager, Gursey
"Outstanding boot camp, engaging discussions on coding and data security. A valuable and refreshing experience, recommended for advancing data science skills."
Kshitij Singh | Trade Union | Data Science Dojo
Kshitij SinghMachine Learning Lead, Trade Union
"Explored Data Science Dojo's LLM Bootcamp, gaining confidence with a comprehensive understanding. In-person experience, insightful instructors, and diverse insights."
Victor Green | Victor Green Foundation | Data Science Dojo
Victor GreenDev-Ops Engineer, Victor Green Foundation
"LLM Bootcamp surpassed expectations, bridging theory with practical examples. Engaging with cohorts, invaluable insights, and balanced intensity elevated understanding. Highly recommended for language models."
Ken Butler | ICF | Data Science Dojo
Ken ButlerSolutions Architect, ICF
"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."
Erika Davis | Starbucks | Data Science Dojo
Erika DavisSenior Business Reporting Analyst, Starbucks
"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."
Aishwariya Raman | Microsoft | Data Science Dojo
Aishwariya RamanSenior Software Engineer, Microsoft
"Dedicated a week to a profound learning experience with Data Science Dojo, sparking innovative ideas. The practical approach revolutionized our models. Highly recommended."
David Martins Gonçalves - Notify Brand technology
David Martins GonclavesCo-founder CTO, Notify AI
"Engaging with diverse participants and the Dojo staff provided valuable insights. Emphasizes the importance of understanding model performance. Highly recommended for all roles."
Ed Wiley | SteelHusk Innovations | Data Science Dojo
Ed WileyAI Executive and Course Instructor, SteelHusk Innovations
"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. "
Dave Horton | LLM Bootcamp | Data Science Dojo
Dave HortonVP Solutions Engineering, Odaseva
"The boot camp surpassed my expectations with insightful talks, practical insights, and comprehensive resources, essential for accelerating knowledge in LLMs."
Francisco Morales | LLM Bootcamp | Data Science Dojo
Francisco MoralesSoftware Engineer, ICF
"The Data Science Dojo Bootcamp exceeded expectations, offering comprehensive learning, hands-on experience, and valuable insights, transforming my confidence in AI."
Sahar Nesaei | LLM Bootcamp | Data Science Dojo
Sahar NesaeiData Scientist & ML Enthusiast, Lightcast
"The Bootcamp accelerated my text analysis skills by engaging in in-person experience, industry insights, and valuable hands-on learning. Highly recommended!"
Florian Klonek | LLM Bootcamp | Data Science Dojo
Florian KlonekSenior Lecturer, Deakin University
"The Bootcamp helped me bridge the gap between academia and industry, offering insightful talks and practical problem-solving exercises. "
Yashwanth Reddy | LLM Bootcamp | Data Science Dojo
Yashwanth ReddyAI Leader, Fidelity Investments
"The Bootcamp exceeded my expectations, offering comprehensive training for both beginners and experienced data scientists. Highly recommended for all!"
Shakeeb Syed | LLM Bootcamp | Data Science Dojo
Shakeeb SyedData Scientist, Nationwide
CHOOSE A PLAN

Register Now

May 14, 2024

9am-5pm Pacific

Request an Invoice

Dojo

$799
$ 559
  • Live Instuctor-led training
  • Direct access to instructor
  • Hands-on fine tuning exercises
  • GPU cloud and coding sandboxes
  • Access to private community of learners
  • Restricted access to learning platform
Register Now

Guru

$999
$ 699
  • Everything in Dojo plus
  • Verified certificate with 1 CEU
  • 100+ hands-on coding exercises
  • Bonus learning material
  • Recording of live sessions
  • Online coding sandboxes
Register Now
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
  • Add to LinkedIn and share with your network
A Hands-On Introduction to Fine-Tuning LLM | Data Science Dojo

Frequently Asked Questions

Yes. You should be comfortable with Python programming. Basic understanding of large language models is strongly recommended.

No worries. All sessions are recorded and made available for you to view in the learning platform.

The live session is 8 hours. You can learn at your own pace afterward.

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

Any software licenses, tools, and computing resources are included in the registration fee. Guru package includes API keys for LLM usage.

Yes. Additionally, Guru package includes a verified certificate with 1 Continuing Education Credit.  A transcript can be requested from the University of New Mexico registrar’s office.

The live instructor-led sessions are 8 hours long. There is a lot more learning material available before and after the live session.

Yes. We encourage learners to bring a lot of questions. We also have dedicated class forum and teaching assistants who can answer questions outside of the live sessions.

Instructors will ensure that all questions are addressed promptly

You can request a full refund at least three business days before the start date of the training.

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Coming Soon!

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