Machine Learning
для продакта

It`s a great immersive course! We have solved many cases and gone all the way to applying ML technology in real products. This knowledge helped me in work tasks - I was able to deepen the tree of product metrics to the level of model metrics. I recommend the course to managers who want to understand how this “black box” works. 🙂

 It was insightful to understand the intricate interplay between ML and product management, including the potential challenges. The course offered a perfect balance of theory and practical insights.
Appreciated the global accessibility of the course being offered in English. Interactive webinars with hands-on practice lessons, facilitating a dynamic learning experience.
Kudos to the ProductDo team for crafting such an enriching course!

Recently I completed a course from ProductDo - Machine Learning for PM. I am not a PM and to be honest I was a bit afraid when I sign in that lack of PM knowledge will cause problems for me. I was wrong, it was a very dynamic, informative course that contained not only theoretical but also practical parts with real examples.
Kudos to Andrew and Natalia who prepared such a great course.

After completing the course, I was motivated to start another one - PM for beginners :)

Мне понравился контент – плотно без воды, информация действительно полезная и применимая на практике.
Подача материала, в целом, хорошая, но иногда лекции затягивались из-за количества вопросов. Помогало, когда один из лекторов отвечал на вопросы в чате параллельно подаче материала другим.

Курс помог структурировать информацию, которая до этого болталась где-то в голове. Но самое полезное это практическая часть. Пример просто супер и именно их разбор помогает взглянуть на рабочие задачи под другим углом: где можно упростить, где применить другие походы. Тут я говорю не про алгоритмы, а именно про способ мышления, про выбор фич на которые мы будем смотреть.
Над многими примерами хочется подумать не 5 минут, а мы вынуждены были выдавать решения очень быстро, хотя зачастую однозначно правильных решений в задачах просто нет. Повторюсь, это самая ценная для меня лично часть курса.
Огромное спасибо за курс!

Overall, the course was useful for me and I got insights into the field. In comparison to ‘Data for PM’ course there was less hands-on experience and ability ‘to make the content yours’. I would recommend it to those PMs who are new to the ML topic and want to get an overview. This is a good place to start.

I expected it to be a beginner's ML course, a lighter version for PMs to understand the jargon used by ML Engineers. However, to my surprise, the course focused on the specifics of ML PM work, and it was amazing!
First and foremost, I want to express my gratitude for providing numerous real-life cases that helped me improve my skills in structuring ML projects. Although I have some experience with ML, delving into new products and tasks was enjoyable.

Secondly, I appreciate that the course was conducted in English. It was a great opportunity to practice familiar terms in a different language.

Lastly, I have already implemented some of the advice in my current product. I now meticulously monitor the health metrics of 80+ models that impact the product I am responsible for, and I have a deep understanding of the limitations of further growth.

Курс помог упорядоченно подойти к теории (обычные курсы по обзору мл зачем-то размазывают определения всяких регресиий на 15 минут, хотя ключевая суть та же) и отработать знания в различных форматах для запоминания.