Category Archives: Product Management

Product Manager – Machine Learning Interview Questions

interview questions for machine learning

In this post, you will learn about some of the interview questions which can be asked in the AI / machine learning based product manager / business analyst job.¬† Some of the questions listed in this post can also prove to be useful for the interview for the job position of director¬† or vice president,¬†product management. The interview questions can be categorized based on some of the following topics: Machine learning high level concepts Identifying a problem as machine learning problems Identifying business metrics vs value generation Feature engineering Working with data science team in model development lifecycle Monitoring model performance Model performance metrics presentation to key stakeholders Setting up …

Continue reading

Posted in Interview questions, Machine Learning, Product Management. Tagged with , , .

Top 10 Data Science Skills for Product Managers

Top 10 data science skills for product managers

In this post, you will learn about some of the top data science skills / concepts which may be required for product managers / business analyst to have, in order to create useful machine learning based solutions. Here are some of the topics / concepts which need to be understood well by product managers / business analysts in order to tackle day-to-day challenges while working with data science / machine learning teams. Knowing these concepts will help product managers / business analyst acquire enough skills in order to solve machine learning based problems. Understanding the difference between AI, machine learning, data science, deep learning Which problems are machine learning problems? …

Continue reading

Posted in AI, Data Science, Machine Learning, Product Management.