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Machine Learning: Algorithms in the Real World

Alberta Machine Intelligence Institute via Coursera Specialization

Overview

This specialization is for professionals who have heard the buzz around machine learning and want to apply machine learning to data analysis and automation. Whether finance, medicine, engineering, business or other domains, this specialization will set you up to define, train, and maintain a successful machine learning application. After completing all four courses, you will have gone through the entire process of building a machine learning project. You will be able to clearly define a machine learning problem, identify appropriate data, train a classification algorithm, improve your results, and deploy it in the real world. You will also be able to anticipate and mitigate common pitfalls in applied machine learning.

Syllabus

Course 1: Introduction to Applied Machine Learning
- Offered by Alberta Machine Intelligence Institute. This course is for professionals who have heard the buzz around machine learning and want ... Enroll for free.

Course 2: Machine Learning Algorithms: Supervised Learning Tip to Tail
- Offered by Alberta Machine Intelligence Institute. This course takes you from understanding the fundamentals of a machine learning project. ... Enroll for free.

Course 3: Data for Machine Learning
- Offered by Alberta Machine Intelligence Institute. This course is all about data and how it is critical to the success of your applied ... Enroll for free.

Course 4: Optimizing Machine Learning Performance
- Offered by Alberta Machine Intelligence Institute. This course synthesizes everything your have learned in the applied machine learning ... Enroll for free.

Courses

Taught by

Anna Koop

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