Hands-on AI Lab: Accelerate Productivity and Innovation

4.8 (18)

·

4 Weeks

·

Cohort-based Course

Master cutting-edge assistants and agentic systems to automate processes and boost your leadership impact.

This course is popular

7 people enrolled last week.

Data, AI, and Coaching Experience With

Microsoft
Google
Amazon Web Services
GitHub
Capital One

Course overview

Master Practical AI Tools to Accelerate Your Productivity and Leadership Impact

This course is for people who seek to learn AI hands-on in a small cohort with personalized coaching from an experienced UC Berkeley data and AI instructor.


🌟 RECENT TESTIMONIALS: 4.8/5 🌟


📣 "Hands-on AI for Leaders" was a transformative experience that elevated my AI expertise through practical applications and is possibly the best pound-for-pound learning experience I've had. James is an excellent facilitator and guide to unlocking AI's potential!"


📣 "This course exceeded my expectations. James does an excellent job of tailoring the live sessions to the specific needs and interests of each cohort, ensuring that every student gets the most out of the experience."


📣 "An exceptional journey into practical AI as a non-programmer driven by curiosity, I was amazed by how accessible James made the world of AI. This course delivered far beyond basic assistant usage - we learned to create workflows and build agentic systems that solve real problems. What sets this course apart: - Perfect balance of theory with extensive hands-on practice."


WHAT WE WILL FOCUS ON


Throughout the course, we will focus on building AI solutions to accelerate personal productivity and business process scenarios while learning cutting-edge AI tools. As a seasoned UC Berkeley ExecEd instructor, my experience is that leaders and professionals must understand AI practically and quickly to create value. Leaders who blend business savvy with technical expertise will lead the intelligence economy.


Over four weeks of live, hands-on training and office hours, you'll learn how to:


1. Master AI assistants to boost productivity. I'll show you how to use the latest cutting-edge AI tools and prompt patterns to get personalized, high-value responses.


2. Build AI workflows to automate work. We'll build systems where LLMs and tools are orchestrated through predefined workflow steps to automate a scenario and achieve an outcome. You will get hands-on experience with multiple tools (assistants and platforms) to strengthen your knowledge and skills.


3. Build an agent to achieve an outcome autonomously. I will demonstrate how to build agent systems where LLMs dynamically plan and execute strategies with tools to accomplish a goal. You will design, build, and deploy a multi-agent system with no-code and pro-code approaches.


4. Vibe-code using AI to write code. I will show you how to build AI prototypes and solutions using cutting-edge tools that generate code from your requirements. This will expand your creativity and accelerate the building of unique solutions.


5. Strengthen your AI technical expertise. I will demystify technical concepts and share the latest platforms, patterns, and trends so that you lead with authority.


🙌 This hands-on course allows you to practice the concepts and learn how to integrate AI into your work and business.


WHY THIS COURSE


AI lessons and assignments for leaders and non-technical professionals, not engineers. Many AI courses are too technical for leaders and, therefore, not a good use of their time. Leaders do not need to understand concepts at a technical depth, just as engineers do. 


Practical applications of AI. Leaders must cut through the AI hype and understand what is possible through proven technical frameworks and tools explained at the right altitude and in a business context. Given its design for hands-on learning, this course is not for those seeking AI theory.


Guidance from a seasoned technology leader and B-school instructor. Leaders need timely and practical answers to their questions about AI concepts and technologies, not more hype videos. This course is designed by a technical leader for a leader.


Personalized feedback and coaching (limited to 20 students). Since most people have different levels of knowledge and unique interests, I purposely limit the cohort size to provide cohort members with the personalized guidance they need.


Office Hours. Each week, there are two hours of open time to focus on your questions and work, applying the course concepts to your scenarios.


Evergreen content. The course material is refreshed monthly and accessible on shared Google Drive.


WHY LEARN FROM JAMES


🔷 Technology and Business Mix: James has a unique mix of technology and business experience, including over 20 years of building data and AI platforms and products at leading companies, including Microsoft. He has held technical roles as a data scientist and IT leader (Microsoft) and executive roles as a Chief Product Officer, Chief Information Officer, and Chief Data and AI Architect. 


🔷 Seasoned Berkeley Instructor. As a Berkeley Haas Data Strategy and AI Strategy course instructor, he has instructed over 3,000 students worldwide. James is well-known for translating technical topics into easy-to-understand concepts for a business audience.


🔷 Data and AI Practioner. Ex-Microsoft data scientist and product manager practitioner with hands-on expertise in building data and AI products. Earned a Master of Information and Data Science from UC Berkeley.


🔷 Coach-like Learning. As a certified leadership coach, James brings a coach-like style to learning experiences by understanding each person's unique needs and meeting them where they are. James has coached hundreds of tech pros and leaders at top companies, including Microsoft, AWS, and GitHub.


AFTER THE COURSE


🧪 Hands-on AI Lab. After the course, learning will continue with a community and events to share knowledge, prototype solutions, and sustain experience to lead with authority in the intelligence economy.


♻️ Evergreen course content. Quickly access new and refreshed course content published monthly on Google Drive to continue your learning.

Who is this course for

01

Leaders and professionals who believe in “learning by doing” by using cutting-edge tools and building prototypes hands-on.

02

Leaders who must understand the latest AI capabilities to drive an AI-powered business strategy credibly.

03

Professionals who must boost their AI technology acumen to strengthen collaboration and influence with technical stakeholders.

What you’ll get out of this course

Accelerate your AI expertise and confidence

Learn the latest AI concepts, frameworks and tools to clarify your understand and speak with authority.

Use cases for cutting-edge AI assistants to maximize AI performance, derive insights, and generate content.

Learn and practice proven prompt patterns, features, and techniques to boost productivity and creativity using popular AI assistants such as OpenAI ChatGPT, Anthropic Claude, Perplexity, Google Gemini 2.0 and NotebookLM, and Microsoft Copilot.

Build AI workflows to automates tasks, boost productivity, and save time.

Learn patterns and techniques for automating E2E workflow scenarios using AI assistants and APIs. You will implement AI Workflows with leading AI tools such as ChatGPT, Claude, OpenAI APIs, OpenAI SDK, LangGraph, and CrewAI.

Build, deploy, and monitor an agent to achieve a goal autonomously.

Learn the end-to-end process for building, deploying, and monitoring an AI Agent using popular frameworks and tools to achieve your goal. You'll practice building and deploying an AI agent for your use case.

Leave with stronger AI technical acumen as business technology leader

Get technical guidance and coaching from an industry expert so that you can accelerate your technical acumen and impact as a leader or non-technical professional. You will leave with a foundational understanding of leading AI tools and frameworks.

[BONUS] Evergreen course content to sustain and expand your expertise

I update the course content after each monthly cohort that is accessible on my Google Drive to stay current and learn new concepts. I also host monthly Zoom sessions for past cohort members to share and learn.

[BONUS] Hands-on AI Lab - community for sharing expertise and building solutions

The Lab is a community to continue learning technology, building solutions, and sharing experiences.

This course includes

17 interactive live sessions

Lifetime access to course materials

94 in-depth lessons

Direct access to instructor

20 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

Apr 7—Apr 13

    Apr

    8

    Hands-on AI Course - Week 1 Session 1

    Tue 4/83:00 PM—5:00 PM (UTC)

    Apr

    8

    Hands-on AI Course - Week 1 Session 1 (repeat)

    Tue 4/810:30 PM—12:30 AM (UTC)

    Apr

    10

    Hands-on AI Course - Week 1 Session 2

    Thu 4/103:00 PM—5:00 PM (UTC)

    Apr

    10

    Hands-on AI Course - Week 1 Session 2 (repeat)

    Thu 4/1010:30 PM—12:30 AM (UTC)

    Master AI Assistant Foundations

    13 items

    Compose Prompts Using Patterns and Best Practices

    32 items

    Co-Author with AI Assistants

    4 items

    Compose Personalized AI Content

    6 items

    Develop AI Assistants with Custom Data and Instructions

    4 items

    Present and Publish AI Assistant Content

    3 items

    Reason and Deep Research with AI Assistants

    6 items

    Analyze Data to Derive Strategic Insights with AI Assistants

    1 item

    Generate and Interpret Visual Content with AI Assistants

    6 items

    Leverage Embedded AI Assistants for Productivity

    4 items

    Collaborate in Real-Time with AI Assistants

    2 items

    Connect AI Assistants with Tools

    2 items

    Write Code with AI Assistants

    2 items

Week 2

Apr 14—Apr 20

    Apr

    15

    Hands-on AI Course - Week 2 Session 3

    Tue 4/153:00 PM—5:00 PM (UTC)

    Apr

    15

    Hands-on AI Course - Week 2 Session 3 (repeat)

    Tue 4/1510:30 PM—12:30 AM (UTC)

    Apr

    17

    Hands-On AI Course - Week 3 Session 4

    Thu 4/173:00 PM—5:00 PM (UTC)

    Apr

    17

    Hands-on AI Course - Week 3 Session 4 (repeat)

    Thu 4/1710:30 PM—12:30 AM (UTC)

    Patterns for Designing Agentic Systems

    6 items

    No-Code Tools for Building Agentic Systems

    5 items

    Build AI Workflows with No-Code Tools

    6 items

Week 3

Apr 21—Apr 27

    Apr

    22

    Hands-on AI Course - Week 3 Session 5

    Tue 4/223:00 PM—5:00 PM (UTC)

    Apr

    22

    Hands-on AI Course - Week 3 Session 5 (repeat)

    Tue 4/2210:30 PM—12:30 AM (UTC)

    Apr

    24

    Hands-on AI Course - Week 3 Session 6

    Thu 4/243:00 PM—5:00 PM (UTC)

    Apr

    24

    Hands-on AI Course - Week 3 Session 6 (repeat)

    Thu 4/2410:30 PM—12:30 AM (UTC)

    Enterprise Tools for Building Agentic Systems

    3 items

    Build AI Workflows with Enterprise Tools

    1 item

Week 4

Apr 28—May 3

    Apr

    29

    Hands-on AI Course - Week 4 Session 7

    Tue 4/293:00 PM—5:00 PM (UTC)

    Apr

    29

    Hands-on AI Course - Week 4 Session 7 (repeat)

    Tue 4/2910:30 PM—12:30 AM (UTC)

    May

    1

    Hands-on AI Course - Week 4 Session 8

    Thu 5/13:00 PM—5:00 PM (UTC)

    May

    1

    Hands-on AI Course - Week 4 Session 8 (repeat)

    Thu 5/110:30 PM—12:30 AM (UTC)

    Examine Agent Components and Patterns

    3 items

    Build Multi-Agent Systems

    4 items

Post-course

    May

    14

    Optional: Hands-on AI AMA

    Wed 5/144:00 PM—5:00 PM (UTC)
    Optional

Bonus

    Join the Hands-on AI for Leaders Lab

    1 item

4.8 (18 ratings)

What students are saying

What people are saying on LinkedIn

        This journey transformed me from a curious non-programmer into someone who can actually create AI workflows and agentic systems. Huge thank you to James Gray for creating such a supportive learning environment where theory and practical application went hand in hand.
Istvan Borbino, PhD

Istvan Borbino, PhD

Healthcare Innovator
        I’ve always approached AI with a systems mindset, and taking James Gray's Hands-on AI Leadership course reinforced the importance of structuring AI workflows beyond just intelligence—it’s about reasoning, planning, and executing in a way that scales.
Sarah Payne

Sarah Payne

AI Strategy & Execution
        Just completed James Gray's "Hands-on AI for High-Performance Leaders" course — a transformative experience that elevated my AI expertise through practical applications, possibly the best pound-for-pound learning experience I've had.
James Cameron

James Cameron

Cybersecurity & AI Executive Advisor
        A huge thank you to James Gray for his incredible dedication and technical expertise throughout the course. This learning journey has equipped me with the knowledge to leverage AI in innovative ways and strategically lead AI-driven projects. Excited to apply these new skills to create value and drive transformation!
Corina Richter

Corina Richter

Transformational Leader

Data and AI Leader | Berkeley Haas Data and AI Strategy Instructor

James Gray

James Gray

Former CIO, CPO, and Microsoft Leader

James Gray runs a Data and AI venture focused on consulting and fractional services, learning experiences, and leadership coaching.


In addition to his work with organizations, James teaches data and artificial intelligence strategy at the Berkeley Haas School of Business.


Over the past 30+ years, he has held CIO, CPO, data science, and product management roles at leading organizations like Microsoft. He has extensive experience building data and AI platforms.


James earned a Master of Data Science and MBA at UC Berkeley and a BS in Electrical Engineering from Union College. He is also certified by Brown University as a Leadership and Performance Coach.


Learn more about James on LinkedIn and JamesGray.AI.

A pattern of wavy dots

Join an upcoming cohort

Hands-on AI Lab: Accelerate Productivity and Innovation

Cohort 5

$750

Dates

Apr 7—May 3, 2025

Payment Deadline

Apr 5, 2025

Don't miss out! Enrollment closes in 8 days

Cohort 6

$750

Dates

May 5—31, 2025

Payment Deadline

May 4, 2025
Get reimbursed

Course schedule

4-6 hours per week

  • Tuesdays & Thursdays

    11 AM-1 PM ET OR 7-9 pm EST

    Each week, there will be two live sessions that include instruction and hands-on workshop to implement the concepts.


    There are two sessions per day - select the one that works best for your schedule. All sessions are recorded.

  • Office Hours - Wednesday / Saturday

    Wed 7 PM ET / Sat Noon ET

    Optional office hours offer an opportunity to discuss the course topics, troubleshooting solutions, and unique scenarios. There is a lot of learning that happens here!

  • Weekly projects

    2 hours per week

    Outside the live sessions, you will be able to practice using the tools and frameworks to build small working prototypes of your AI solutions.

Learning is better with cohorts

Learning is better with cohorts

Active hands-on learning

This course builds on live workshops and hands-on projects

Interactive and project-based

You’ll be interacting with other learners through breakout rooms and project teams

Learn with a cohort of peers

Join a community of like-minded people who want to learn and grow alongside you

Frequently Asked Questions

Stay in the loop

Sign up to be the first to know about course updates.

A pattern of wavy dots

Join an upcoming cohort

Hands-on AI Lab: Accelerate Productivity and Innovation

Cohort 5

$750

Dates

Apr 7—May 3, 2025

Payment Deadline

Apr 5, 2025

Don't miss out! Enrollment closes in 8 days

Cohort 6

$750

Dates

May 5—31, 2025

Payment Deadline

May 4, 2025
Get reimbursed

$750

4.8 (18)

·

8 days left to enroll