Live online course
Product School for ML experts
This intensive course is designed for ML engineers, who want to expand their product vision. The course is held in partnership with the Ukrainian AI community AI HOUSE and the Applied science faculty of UCU. With the help of experts: Head of Product at Pawa and CPO and Co-founder at Reface you will learn the business approach to ML models creation.
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    Duration: 7 live sessions start March 14, 2023
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    Price: ₴20000 (₴16000 before 06.03.2023)
    * Get reimbursed by your employer
senior and middle ML experts, future CEOs, ML enthusiasts
By enrolling, you will:
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    Understanding of the product/feature development process (from idea to market release)
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    Insight into key business metrics and KPIs for different stages of product development
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    Breakdown of how to define the business model and go-to-market strategy
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    Idea validation framework
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    Practical experience in running product experiments
Guest lecturers
CPO & Co-founder
7 live session
Immediate expert input
Real-world skills

Understanding the business increases the value of an ML Engineer. It's one thing to be able to build models and algorithms, but it's another to have a holistic approach to the task and understand when your algorithm will be of the greatest benefit to the product.

My expert colleagues and I will share our experience in AL/ML product management. Your course team will gather colleagues from the industry, who face the same problems as you. Join now to get new results for your project within 2 months. The learning is held in a live online format.

Course syllabus
Session 1

Course intro & Product management foundations

Tuesday, March 14, 2023
6-7:30 pm EET
Intro to Product management foundations
Product development stages and key activities/KPIs for each stage
Specifics of working with ML-tech products
Session 2

How to generate product ideas based on ML-tech

Friday, March 17, 2023
6-7:30 pm EET
How to generate business ideas based on papers
How to prioritize ideas
Session 3

Validation process and key frameworks

Tuesday, March 21, 2023
6-7:30 pm EET
Understanding Lean startup approach
Difference between problem driven vs tech driven solution
How to set business and technical KPI’s for early stage product
Session 4

Customer development: B2B / B2C

Thursday, March 23, 2023
6-7:30 pm EET
How to set & validate initial hypothesis
What is customer development: how to prepare, run and analyze the results
Specifics of working with B2B / B2C products
Session 5

1 on 1 with mentors

Tuesday, Mar 28, 2023
6-7:30 pm EET
Chance to get feedback on interview script/discuss any blockers with homework
Session 6

MVP and Solution testing

Thursday, March 30, 2023
6-7:30 pm EET
What is MVP and how to define solution scope
How to build 1st prototype for testing
Session 7

Business model, monetization & Go-to market

Tuesday, April 4, 2023
6-7:30 pm EET
What is a business model and why it’s important to create it early
How to define monetization and pricing
Testing willingness to pay
Go-to-market strategy
Session 8

Intro to fundraising. How to present idea and get financing

Thursday, April 6, 2023
6-7:30 pm EET
How to present / pitch product ideas
Creating winning materials
How to find investors that will be most valuable for the product
Session 9

Demo Day (Roosh VC will be invited so the teams will have a chance to get feedback from investors)

Tuesday, April 11, 2023
6-7:30 pm EET
Pitching product ideas that teams developed during the course

Want to train your team?

Email us to learn how

Still have questions?
We’re here to help!

Do I have enough experience to get enrolled?

Will the lesson sessions be recorded?

Will I have access to the course materials after the course ends?

Will I get a certificate once I complete the course?

I am not really into networking, can I still get enrolled?