Learn to see ML problems in your product and approach their solution structurally to speak the same language with data scientists, develop your product more effectively, and increase your personal value in the IT market.

Machine Learning Basics for PMs

No prior ML knowledge required
50+ tasks
5+ cases
Authors: PM Booking.com
Level Up
Why does the future belong to ML Product Managers?
AI initiatives are taking root everywhere. With a machine learning algorithm, the program can warn us about heart disease and detect anomalies in medical imaging, weather, sorting, facial recognition, etc. Machine learning is actively used in recommender systems, chatbots, and even autonomous vehicles to “see” the road.

A recent survey of global business leaders indicated that 70% had started AI initiatives. As more companies explore and embrace ML, the need for ML-competent PMs to lead the product will continue to grow steadily.
This course is for you if...
You want to learn the basics of ML
There is a lot of hype around ML, but behind it lies a useful tool. ML tasks are encountered by Product and Project managers, and even marketers.
You wish to level up your salary
ML-competent Product Managers are more in demand than ever before. AI product managers make ~20% more than generalist PMs.
You want to join
IT-giants
Apple, Amazon, Google, etc., focus on plotting ML technology into products as part of their strategy. These companies look for PMs who understand ML.
How You'll Become a PM Powerhouse
PM without ML knowledge
PM with the ML basics
I know the classes of problems that can be effectively solved by ML, and I see them in the product

I see the structure of the approach and the sequence of steps
I can roughly imagine what features to start with
Not sure when ML is useful, and when it is not
Do not understand how to approach the problem
Have no idea how to manage Data Scientists
I clearly understand what contribution I can make to the solution of the problem as the PM
Do not understand what data is needed
Not quite sure what exactly a PM, not a DS must know about ML
I know the main terms, and can talk with DSs in the same language
Meet the authors
  • Vladimir Kalmykov
    Lead Product Manager, Tech platform solutions
    Booking.com Amsterdam

    Leads the product department, develops Trips products, uses ML in practice as a non-ML PM.


    • PhD in Computer Science
    • 9 years in Product Management
    • One of the first Tech PMs at Booking.com
    • Trained 2,000+ Tech PMs on various edu-platforms
  • Andrew Mende
    Current Senior Machine Learning PM
    Booking.com Amsterdam
    Uses machine learning methods to create better recommendation systems at Booking.com.

    • 11+ years in Product Management
    • Launched products in Yandex (search verticals)
    • Trained 1,000+ PMs on various edu-platforms
    • Master of Business Administration (MBA)
Course program
Over the course of 7 lessons, we will look at all the stages of creating an ML model for 5 cases within a city bicycle rental company. Get ready to become a new startup Product Manager and make 50+ product decisions together with your colleagues: CEO, Principal PM, Marketer, and Data Scientist.
Pricing

1 student

Solo

Start immersive, hands-on learning and accelerate your career growth.

€150 €79

or get up to 20% off with a bundle

 50+ practical challenges
Templates that you can apply at work

 Digital certificate

 Unlimited access

Pay via Stripe
2-10 students

Team

Engage your team in upskilling together and enjoy an extra 10% discount.

€150 €71

per student

 50+ practical challenges
Templates that you can apply at work

 Digital certificate

 Unlimited access

Contact sales

11+ students

Enterprise

Boost the company's growth by educating your employees on in-demand skills.
Contact Sales for pricing
 50+ practical challenges
Templates that you can apply at work

 Digital certificate

 Unlimited access

 Students' progress

Contact sales

1 student

Solo

Start immersive, hands-on learning and accelerate your career growth.

$170 $87

or get up to 20% off with a bundle

 50+ practical challenges
Templates that you can apply at work

 Digital certificate

 Unlimited access

Pay via Stripe
2-10 students

Team

Engage your team in upskilling together and enjoy an extra 10% discount.

$170 $79

per student

 50+ practical challenges
Templates that you can apply at work

 Digital certificate

 Unlimited access

Contact sales

11+ students

Enterprise

Boost the company's growth by educating your employees on in-demand skills.
Contact Sales for pricing
 50+ practical challenges
Templates that you can apply at work

 Digital certificate

 Unlimited access

 Students' progress

Contact sales
Our Students Work at
Still not sure?
Check out more student reviews on LinkedIn
Try a free simulator lesson!
30 minutes of practice, more than 20 actual tasks that give you an idea of working as a PM in an international company. It's also a quick and easy way to understand how the ProductDo simulator works.
  • Alex ProductDo
    We hope we answered all of your questions.
    Still have more? Contact us via any messenger plug-in at the bottom right, or drop us a line at support@productdo.io, and we'll be happy to assist you.