Lets explore the world of data science and ML. It all involves the big data and how to wrangle the data to get the best insights. As data is power in today’s world, big data provides strategic advantage. To get the best insights from the big data you must learn the tools and languages such as SQL/PLSQL.
The following links give you a good understanding of data science, ML, Big data and everything related to advanced analytics. It only covers basics mostly, rest it is all about practical experience which will make you an expert. Also, the links are related to product management and not general course, which can be too much for any product manager.
- Analytics and data science fundamentals for product managers: a very good article to introduce you to the concepts of advanced analytics.
- Data Science and system design for PMs: All the key terms to learn and apply in data science work.
- Data science for Product managers bootcamp: A course from Udemy to learn basics of data science.
- Product management for AI and data science course: One of the best AI product management courses on Udemy.
- What does data science product manager do: A good insight into what does the role requires from you.
- Data mesh 101: Data mesh allows different department to get data without duplicating the data and effort. Know the latest topic in the data world better with this video.
- Data science/ML workflow and role of product managers: Watch the video to understand how product managers deal with data science and ML product.
- ML for product manager: Watch the video about ML with Sr product manager in Amazon.
- AI/ML for product managers: Watch another video to strengthen your concepts about them. Because it is already difficult may be different explanation works.
- Beginner’s guide to ML: Watch this video about ML and how Product managers work towards the problem identification and solution with ML.
- Basic SQL skill for product manager: Start with understanding the basic skills of SQL.
- SQL skills for beginners, managers, marketing: Udemy course for understanding SQL.
- SQL Skill for PMs: This articles explains SQL and data in detail. A must read.
- How much SQL does a product manager need to know: Interesting take on SQL and product management.
- SQL for PMs, Tech: good watch on SQL usage by PMs.
- Data analytics for better product decisions: Data analytics is one of the most critical aspect of product management. Watch it here on what it means by Mixpanel one of analytics tool.
- Tableau for Product managers: Learn it with Product School presented by Google’s data analyst.
- Product Dashboard: How to create product dashboard for gaining knowledge on how your product is performing.