Class is in session

LLM Bootcamp Pro

14 Weeks

Cohort-based Course

1-hour interactive learning three times per week in a live production environment. (Flexible engagement options for busy professionals)

Class is in session

LLM Bootcamp Pro

14 Weeks

Cohort-based Course

1-hour interactive learning three times per week in a live production environment. (Flexible engagement options for busy professionals)

Hosted by

Sanpreet Singh "LLM Fine-Tuning Expert & Bootcamp Trainer" and Kevin Neary "LLM Product Innovator & Bootcamp Leader"

They've led 1,000+ AI students to success & now on Maven by popular demand!

Sanpreet Singh "LLM Fine-Tuning Expert & Bootcamp Trainer" and Kevin Neary "LLM Product Innovator & Bootcamp Leader"

They've led 1,000+ AI students to success & now on Maven by popular demand!

Working with the best

Course overview

LLM Bootcamp Pro: Customize & Deploy Large Language Models

🚨 World-Class AI Training in a Live Production Environment 🚨

Master Large Language Models (LLMs) with Orcawise LLM Bootcamp Pro, a 100 days on-the-job program designed for data scientists, AI engineers, developers, product managers, and legal & compliance professionals looking to gain hands-on expertise.

This course is run is a real-life production environment, delivered in a flexible way ensuring that even busy professionals can participate effectively. While the course is running live, you also have the option to engage at your own pace with:

✅ On-demand recordings for all sessions

✅ Comprehensive course materials accessible anytime

✅ 1:1 office hours with instructors for personalized support

✅ Custom cohort options for large teams with special requirements like: local time zones, skill levels, specialized industry applications, etc.

✅ Custom capstone projects so you can work on our in-house applications or build your own custom LLM at your own pace under the guidance of top instructors.

Join this interactive AI bootcamp and work on a real-world, production-level LLM, actively contributing to the:

1. Development of the Orcawise Custom LLM for legal and compliance.

2. Build your own custom application for your company, your start-up or your personal project.

🚀 Secure your spot today!

🚨Why Choose This Bootcamp?

Real-World Project Experience:-

Be Part of Live LLM Development or Build Your Own AI Solution: Work alongside the Orcawise AI team to refine an LLM tailored to the EU AI Act, US AI Guidelines, and global regulatory frameworks—or take the expertise gained and develop your own industry-specific AI application in legal, compliance, finance, healthcare, or beyond.

Production-Ready Skills: Master tools like LangChain, Retrieval Augmented Generation (RAG), PEFT-LoRA, Hugging Face, and PyTorch.

Capstone Project-Centered Learning Tailored Capstone Projects: Starting from Week 4, build a project aligned with your industry’s specific legal and compliance challenges, using real-world data.

Demo Day: Showcase your fully functional LLM solution to peers and industry professionals.

Expert-Led Interactive Sessions Live Workshops & Q&A: Learn from AI and legal tech experts, gaining industry insights to enhance your project.

Collaborative Environment: Join a community of professionals for networking and collaborative problem-solving.

🚨What You’ll Achieve

Master LLM Customization & Deployment: Fine-tune pre-trained models for specific legal and compliance tasks.

Deploy models using platforms like AWS and Hugging Face.

Develop Industry-Specific AI Solutions:

Create models for regulatory compliance, automating legal document reviews, and supporting adherence to the EU AI Act.

Affordable & Tiered Learning: Don't worry about tools costs. We'll start with free foundational models (T5, Bard) from Hugging Face before, optionally, progressing to ChatGPT, Mistral 7B, and Claude, towards the end of the course. So there are no upfront costs while gradually building skills.

Enhance Your Professional Portfolio: Showcase your Capstone Project, highlighting your expertise in AI within the legal and compliance sectors.

Who is this course for

Data Scientists and Engineers: Looking to advance your skills in fine-tuning and deploying LLMs.

AI Product Managers and Entrepreneurs: Building AI-driven products and seeking a deep understanding of LLMs.

Company Teams: Teams aiming to apply AI technologies to solve business challenges, with an option to opt-out of career transition support.

Data Scientists and Engineers: Looking to advance your skills in fine-tuning and deploying LLMs.

AI Product Managers and Entrepreneurs: Building AI-driven products and seeking a deep understanding of LLMs.

Company Teams: Teams aiming to apply AI technologies to solve business challenges, with an option to opt-out of career transition support.

Key outcomes from Orcawise LLM Bootcamp Pro:

Hands-on Experience: Collaborate on a live LLM development project for legal and compliance applications.

Expert Guidance: Learn from top AI and legal tech experts through live workshops and Q&A sessions.

Capstone Project: Create and deploy a custom LLM solution tailored to real-world legal and compliance challenges.

Industry Recognition: Showcase your work during Demo Day to peers and industry professionals.

Career-Boosting Skills: Hugging Face, T5, Bard, Claude, Mistral, ChatGPT, RAG Systems, RAFT Systems, LangChain...

Data Curation Tools, Gradio, AWS, NGINX, Gunicorn, Systemctl, Systemd, PyTorch or TensorFlow, DVC (Data Version Control), Weights & Biases, Docker, Kubernetes, FastAPI, PEFT-LoRA, vLLM.

This course includes

Interactive live sessions

Lifetime access to course materials

33 in-depth lessons

Direct access to instructor

12 projects to apply learnings

Guided feedback & reflection

Private community of peers

Course certificate upon completion

Maven Satisfaction Guarantee

This course is backed by Maven’s guarantee. You can receive a full refund within 14 days after the course ends, provided you meet the completion criteria in our refund policy.

Course syllabus

Week 1

Feb 10—Feb 16

Foundations of LLMs

5 items

Week 2

Feb 17—Feb 23

Data Curation & Preparation

4 items

Week 3

Feb 24—Mar 2

Fine-Tuning Fundamentals & Capstone Project Kickoff

4 items

Week 4

Mar 3—Mar 9

Technical Workshop: Deep Dive into Fine-Tuning Methods.

3 items

Week 5

Mar 10—Mar 16

Prompt Engineering - Part 1

3 items

Week 6

Mar 17—Mar 23

BREAK

0 items

Note: No live sessions this week.

1 item

Week 7

Mar 24—Mar 30

Prompt Engineering & RAG Systems - Part 2

4 items

Week 8

Mar 31—Apr 6

RAFT & Advanced Interaction

5 items

Week 9

Apr 7—Apr 13

Model Deployment - Part 1

2 items

Week 10

Apr 14—Apr 20

Model Deployment - Part 2

3 items

Week 11

Apr 21—Apr 27

Optimization & Scalability

4 items

Week 12

Apr 28—May 4

Responsible AI and Ethics

4 items

Week 13

May 5—May 10

Capstone Completion & Demo Day

3 items

Bonus

Option 1: Career Coaching (for Individuals)

0 items

Option 2: AI Leadership (for Company teams)

0 items

What people are saying about Sanpreet, Kevin and Orcawise trainings.

It was a pleasure to work with Sanpreet during my training at Orcawise. He always had time to show me how different elements of the ML pipeline worked and gave me the opportunity to learn more. He was always patient & supportive when I reached out for help. Training provided by Sanpreet & Kevin was an invaluable experience in my career development

Gareth Moan

Data Analyst, Yahoo

The Orcawise AI Bootcamp was an amazing experience. I gained practical skills in custom LLM development and fine-tuning, with a focus on real-world applications. Sanpreet's expert guidance & the hands-on projects helped me solidify my understanding & build a strong portfolio. I highly recommend this for anyone looking to advance their career in AI

Marie Pigott

AI Consultant

I completed 6-months on the Orcawise, Innovation Program, a bootcamp style LLM training, under the guidance of Kevin & Sanpreet, I gained valuable insights into the meticulous process of building software solutions. I learned by contributing & collaborating with the team to fine-tuning & deploying legal LLM's. I'm happy to recommend this training

Ike Ogbuchi

Custom LLM Scientist

I had the pleasure of working with Kevin when I participated in Orcawise's Innovation Program. He was excellent to work with and went above and beyond to teach me and include me in various aspects of the company's work. He truly cares about the people with whom he works, and I would highly recommend him and Orcawise to anyone.

Stephanie Myott Beebe

Attorney, Data Scientist

I can sum up Sanpreet in one word: Sincere. His dedication comes across the moment you meet him and you know that he will carry out any job/role to the best of his abilities. He is a reliable person to have around you. Also, he is someone who learns his job very well and then goes on to excel at it.All the best for a great future ahead.

Pritha Chakrobarty

Developer, Oracle Corporation

In Sanpreet’s leadership I gained a lot of knowledge in the Data Science domain. He was a great mentor to me, was always willing to clear technical doubts and took time out to make me understand the topics in depth. Always encouraged me to learn more and assigned tasks that really helped me during my internship at Orcawise.

Kajol Kaiya

Service Manager, SAP

I have really enjoyed working with Kevin as a Data Scientist. Best mentor with outstanding domain knowledge. I have learned a lot from him like "How to be good at achieving the OKR in an organization"we have worked together on the knowledge graph and building stories in Tableau.

Sanyam

Senior Data Analyst, Carne Group

I started as a Data Science on the OIP (Orcawise Innovation Program). Coming as an international student it has been very important step in my career and thanks to Kevin it was possible. Kevin has been an amazing mentor to all the interns to build their professional career. Even after completing my internship he is always there for any professional

Dorothy Maiti

Data Scientist

Meet your instructors

Sanpreet Singh "LLM Fine-Tuning Expert & Bootcamp Trainer"

Head of AI & Full-Stack LLM Architect at Orcawise

Sanpreet Singh leads the AI engineering team at Orcawise, with expertise spanning the full AI stack—from data engineering and model transformation to chatbot development.

As the lead instructor for the Orcawise Innovation Program (OIP), Sanpreet has helped numerous graduates and professionals elevate their AI careers through a hands-on, bootcamp-style training.

Sanpreet has led the design and development of advanced data scrapers, and he has fine-tuned cutting-edge LLMs such as ChatGPT, Claude, Gemini, and Mistral, deploying them on industry-standard platforms like Hugging Face. His real-world experience ensures students gain practical, industry-relevant skills.

Sanpeets leadership and technical expertise make him a key figure in shaping AI-driven solutions, guiding both companies and individuals to succeed in the rapidly evolving AI landscape.

Kevin Neary "LLM Product Innovator & Bootcamp Leader"

Top AI Voice | AI Product Innovator | Keynote Speaker | Board Advisor | CEO

Kevin Neary is the Co-Founder, CEO, and Product Lead at Orcawise, a leading AI advisory and services firm specializing in Responsible AI.

He also serves as am Industry Steering Board member at CeADAR, one of Europe's top European Digital Innovation Hubs (EDIG), and is a Board Member at the AI Lab at Georgia College and State University, United States.

Since 2016, Kevin has been the Course Director of the Orcawise Innovation Program (OIP), a 100-day bootcamp where he and his expert team have trained hundreds of professionals. Graduates have gone on to transform their careers with leading companies like Accenture, EY, LinkedIn, Google, and Facebook, as well as some of the world’s top startups.

Due to popular demand, this highly sought-after bootcamp is now available on Maven, offering an even more flexible, interactive learning experience designed to help you accelerate your AI career.

Kevin Neary is a Certified Business and Executive Coach and a Keynote Speaker on Responsible AI .

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LLM Bootcamp Pro

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Course schedule

2 - 6 hours weekly

Monday, Wednesday & Thursday 06.00 PST/9.00 EST/14.00 GMT
3 hours per week
Three 1-hour live interactive lessons per week on zoom. Recordings and materials are posted after each session.

Lessons delivered by instructors on zoom, with team discussions, contributions and feedback.

1:1 Office Hours to accommodate busy professionals.
Projects projects
4 hours per week (optional)
Optional Capstone. We encourage our students to build your own custom application based on your learnings and our guidance. Each week your instructors will provide project guidance to the whole cohort and your individual contribution will fall due within 1-week, for feedback.
Live Production Environment
Hands on work experience
The course is delivered form a live development and production environment so participants can acquire real-life work experience of Custom LLM's, RAG Operations and AI Agents.

Free resource

Orcawise Fine-Tuning Guide

This guide offers a sneak peek into the fine-tuning process, one of the many essential skills you'll master in the Orcawise LLM Bootcamp Pro. Additionally, we outline the key prerequisites you should meet before enrolling.

In the full bootcamp, you’ll go beyond fine-tuning to explore the customization, optimization, and deployment of LLMs across sectors like healthcare, finance, and technology.

While this guide focuses on fine-tuning, the bootcamp delivers an end-to-end learning experience—from data preparation to model deployment.

Get this Fine-Tuning Guide

Learning is better with cohorts

Active hands-on learning

This course builds on live daily interactive lessons and dessions/weekly events.

Interactive and project-based

On the back of the live lessons and sessions you will engage in practical weekly projects developing an production ready LLM. These weekly project build momentum and result in your your Capstone.

Learn with a cohort of peers

Join a community of like-minded people who want to learn and grow alongside you. Work with a team of industry leaders on a real-life high profile custom LLM development.

Frequently Asked Questions

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LLM Bootcamp Pro

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Tools &Techniques

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Give students an idea of how they can expect to grow throughout your course. Include specificity and precise results so students can benchmark exactly what they’ll learn.

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Give students an idea of how they can expect to grow throughout your course. Include specificity and precise results so students can benchmark exactly what they’ll learn.