Skip to content
Write a review
UdemyData SciencePaid courseAll LevelsCertificate

AI for Leaders & Program Managers: Strategy to Deployment (Udemy.com)

Avoid the 85% failure rate. Learn to plan, manage, build, & deploy AI projects that succeed in the real world.

4.5
591 reviews

Created by: Prof. Ryan Ahmed, PhD, MBA

Last updated January 2026

icon
What you will learn

  • Understand the full lifecycle of AI projects from initial concept and problem definition to model deployment and monitoring.
  • Build a strong foundation in AI fundamentals, including traditional AI, generative AI, and autonomous AI agents.
  • Learn the unique challenges and requirements of AI projects compared to conventional software development.
  • Translate business problems into AI use cases by identifying high-value applications and clearly defining success metrics (KPIs).
  • Master the art of building effective AI teams, including data scientists, ML engineers, domain experts, and project managers.
  • Understand differences between structured vs. unstructured, labeled vs. unlabeled and choosing appropriate internal and external data sources.
  • Design a comprehensive data strategy that includes data collection, governance, access control, and lifecycle management.

icon
Course Description

Research indicates that over 85% of AI projects fail to deliver on their promise.

This is because teams jump straight to building models without a clear strategy, plan, or understanding of the whole picture and the entire AI lifecycle end-to-end.

That’s where this course comes in.

This course is designed to help you bridge the gap between AI theory and real-world execution.

The course is designed for product managers, engineers, business leaders, or anyone curious about AI. It will give you a practical, step-by-step roadmap to manage AI projects from start to finish.

We’ll start with the fundamentals, like what AI, generative AI, and AI agents are, and walk through each phase of the lifecycle: defining business goals, building a strong data strategy, selecting and validating the right models, and deploying solutions that work in the real world.

We will then learn how to ensure ethical AI use, navigate governance and compliance, and avoid the common pitfalls that derail so many AI projects.

No prior coding or AI experience is needed. You'll gain hands-on exposure to tools like Pandas, SageMaker, Hugging Face, and Teachable Machine, and apply your learning through real-world case studies and practice challenges.

By the end of the course, you won’t just understand AI; you’ll know how to lead it!

Enroll today, and I look forward to seeing you on the other side!
Read More All Levels All Levels product length iconTime: 8.2h

icon
Udemy Discount

The discount is applied through our link. Open the course from here and Udemy's current promotional price is applied at checkout on most courses, no code to type.

Get the Udemy discount

Some courses are excluded from Udemy's promotions. If the price does not drop, clear your browser cookies and use the button again.

icon
Instructor Details

Prof. Ryan Ahmed, PhD, MBA

I'm Dr. Ryan Ahmed, professor, engineer, and founder of Stemplicity, where we help people get past the hype and actually build things with AI, Agentic AI, Cloud, and Data Science.

Over the past 10 years, I've taught 1 million learners across 160 countries — 700,000+ enrolled in my Udemy courses, 260,000+ subscribers on the "Prof. Ryan Ahmed" YouTube channel, and 120,000+ on Coursera. I also run corporate AI training for teams at HSBC, RBC, Discover, and Barclays across the US, Canada, and the UK. I held leadership roles at GM, Samsung, and Stellantis in Canada and the U.S., working on electric and autonomous vehicle technologies.

I hold a MASc, PhD, and MBA from McMaster University. I’m also a licensed Professional Engineer and a Stanford-certified program manager with over 60+ published research papers in AI and battery systems.

But credentials are the least interesting part. Here's what I actually believe: "AI is the biggest opportunity of our lifetime", and most people are sitting it out because they think they need to code or have a PhD. You don't. If you're willing to show up and try, I'll help you get good at this.

Read More

icon
More courses by Prof. Ryan Ahmed, PhD, MBA

$89.99

$19.99

$19.99

$19.99

$18.00

$84.99

All courses by Prof. Ryan Ahmed, PhD, MBA

icon
More Data Science courses

Free

Free

Free

Free

$124.99

$19.99

All Data Science courses

icon
Reviews

4.5

591 ratings on Udemy

Select a bar to show only those reviews.Select the bar again to show every rating.

Write a review

By Udemy User on 8/4/2026

The practice opportunities are excellent way of learning by doing. Requires time to think, write out solutions, and compare with Ryans solutions. Course is excellent preparation for thinking out how to proceed with a small prompting project to a corporate AI project.

By Andrii Olach on 7/24/2026

More complex practical examples, current ones are rather copy paste from the explanation. Some explanations, like KPIs were done at the end of the course, but heavily referenced in the beginning.

By Yadagiri Rao on 6/23/2026

no practice tests , its very boring

By Sivasri on 4/7/2026

Excellent course work and it is very meticulously planned for all levels and the instructor is very experienced. He can explain the subject in a very simple manner so that a novice can easily understand. Lots of interesting practice material. Thank you.

By Parmod Kumar on 1/25/2026

This is exactly what I was looking for. The explanation with practical examples makes it really understandable for PMs and other leaders on how to leverage AI in their daily tasks. Thank you!

By Sanjay Kumar Sinha on 11/13/2025

While I am just starting,the first impression I got is - The course is well designed , Optimized and provide a holistic view in this topic.

By Gerhard Botha on 8/14/2025

I know more about ML evaluation and lifecycles now than I did from an actual Bootcamp which I did at a university. Would recommend 100%.

By Tamer Hammad on 8/5/2025

Great instructor and well-developed course. Help me get a better understanding of the technology without all of the tech jargon.

By Lakshmi K on 7/18/2025

This course strikes an ideal balance between covering the full breadth of the AI project lifecycle and offering just the right level of depth at each stage. The content is thoughtfully structured, featuring clear frameworks, practical details, real-world examples, and hands-on exercises. It's delivered in an engaging, approachable, and friendly manner. Highly recommended for both individual contributors and leaders seeking a well-rounded, comprehensive understanding of AI projects.

By Jatin Raj on 7/15/2025

One of THE BEST courses available anywhere on the topic. Thanks Dr. Ryan for the detailed yet easy to understand course material feared towards the needs of Project professionals who are leading the IA projects. Jatin Raj

Showing all 10 reviews on CourseDuck

Read all 591 reviews on Udemy

icon
Quality Score

No CourseDuck member has rated this course yet. Taken it? Give each part a thumbs up or down.

Content Quality
/
Video Quality
/
Qualified Instructor
/
Course Pace
/
Course Depth & Coverage
/

Overall Score : 90 / 100

AI for Leaders & Program Managers: Strategy to Deployment
Visit course on Udemy Write a review
  • Video Duration: icon 8.2h
  • Price: $19.99 Track Price 11.99 Track Price
  • Provider: icon Udemy
  • Updated: icon January 2026
  • Level: All Levels All Levels
  • Language: icon English
  • Certificate: icon Yes
30-day money-back guarantee on most paid courses

Udemy Coupon Price Tracker

Udemy price history

For any issues or feature requests please email CourseDuck's Co-Founder at mkuhlman12@gmail.com