Machine Learning for Product Managers

Kick start your career in Machine Learning Product Management.

★★★★★ 4.7 · 2,482 students · 5 hours · All Levels

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🔥 This course is popular

📈 144 people started this course last week

Who is this course for?

Beginners...

who want to build a solid foundation in ML Product Management.

Career Changers...

who want to switch to a career in ML Product Management.

Associate PMs...

who want to hit the ground running & intentionally craft their career.

PMs...

who transitioned to PM roles with little to no formal training

"This a very solid step by step intro to the ML product buildup. I work in the field and have encountered lack of understanding of these basics very frequently. The material is well structured to apply in your daily work."

Sasha Trap, Product Lead, Reaktor

What will you learn?

✔︎ When and how machine learning can be applied to solve problems
✔︎ How to organize machine learning teams

✔︎ Key roles in a machine learning team

✔︎ How to build and test a hypothesis

✔︎ Popular machine learning algorithms & how they work

✔︎ Data acquisition strategies

✔︎ Data scrubbing & transformation

✔︎ Model evaluation approaches

✔︎ Model deployment options

✔︎ Model monitoring

What are the course requirements?

No previous experience or paid software required. I'll teach you everything you need to know. You'll just need to bring a desire to learn and good work ethic.

Course Description

Welcome to Machine Learning for Product Managers, the course designed to help you unlock a career in the lucrative and rapidly growing field of artificial intelligence.

Most machine learning courses focus on the technical work, and throw you into the deep end, asking you to start programming classifiers. This course covers machine learning, from a non-technical, product-centric perspective.

We'll look beyond the technical, at all the things a Machine Learning Product Manager has to keep in mind, to create a successful product.

This is primarily a Learn By Doing course. So we'll quickly dive into real-world exercises that demonstrate how successful teams build Machine Learning Products.

What you'll get from this course.

1. You’ll gain an in-depth understanding of modern Machine Learning practices

When and how machine learning can be applied to solve problems
How to de-risk machine learning initiatives
Popular machine learning algorithms & how they work
Data acquisition strategies
Data scrubbing & transformation
Model evaluation approaches
Model deployment & monitoring options

2. The course lectures are accompanied by a workbook that includes 13 practical exercises to bridge the gap between the theory and real-world practices.

Why should I invest in the "Machine Learning Product Management" course?

Machine learning is set to transform the traditional product manager role. As artificial intelligence and machine learning capabilities are designed into more products and services, product managers will need to upskill, or risk getting left behind. The Machine Learning / AI Product Manager is one of the hardest roles to fill in an AI team and is consequently highly sought after.

What if I have questions?

I offer full support, answering any questions you have 7 days a week (whereas many instructors answer just once per week, or not at all). This means you’ll never find yourself stuck on one lesson for days on end. With my hand-holding guidance, you’ll progress smoothly through this course without any major roadblocks. See you on the inside!