What you'll learn

When and how machine learning can be applied to solve problems

How to organize machine learning teams

Key roles in a machine learning team

How to build and test a hypothesis

Popular machine learning algorithms & how they work

Data acquisition strats

Data scrubbing & transformation

Model evaluation approaches

Model deployment options

Model monitoring

Description

Most machine learning courses focus on the technical work, and throw you into the deep end, asking you to start programming classifiers. This course covers machine learning, from a non-technical, product-centric perspective.

We'll look beyond the technicalities, at all the things a Machine Learning Product Manager has to keep in mind, to create a successful product.

This is primarily a Learn By Doing course. So we'll quickly dive into real-world exercises that demonstrate how successful teams build Machine Learning Products.

What you'll get from this course.

1. You'll gain an in-depth understanding of modern Machine Learning practices

When and how machine learning can be applied to solve problems

How to de-risk machine learning initiatives

Popular machine learning algorithms & how they work

Data acquisition strats

Data scrubbing & transformation

Model evaluation approaches

Model deployment & monitoring options

2. The course lectures are accompanied by a workbook that includes 13 practical exercises to bridge the gap between the theory and real-world practices.

Why Machine Learning for Product Managers

Machine learning is set to transform the traditional product manager role. As artificial intelligence and machine learning capabilities are designed into more products and services, product managers will need to upskill, or risk getting left behind. The Machine Learning / AI Product Manager is one of the hardest roles to fill in an AI team and is consequently highly sought after.

What if I have questions

I offer full support, answering any questions you have 7 days a week (whereas many instructors answer just once per week, or not at all). This means you'll never find yourself stuck on one lesson for days on end. With my hand-holding guidance, you'll progress smoothly through this course without any major roadblocks. There's no risk either! This course comes with a full 30-day money-back guarantee. See you on the inside!

Who this course is for:

Anyone looking to get a job as a Machine Learning / AI Product Manager

Product Managers who want to advance their skillset to build machine learning powered products

Anyone who wants to learn about the business side of machine learning




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