Alberta Machine Intelligence Institute
Introduction to Applied Machine Learning
Alberta Machine Intelligence Institute

Introduction to Applied Machine Learning

Anna Koop

Instructor: Anna Koop

25,300 already enrolled

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Gain insight into a topic and learn the fundamentals.
4.7

(737 reviews)

Intermediate level
Some related experience required
Flexible schedule
Approx. 6 hours
Learn at your own pace
99%
Most learners liked this course
Gain insight into a topic and learn the fundamentals.
4.7

(737 reviews)

Intermediate level
Some related experience required
Flexible schedule
Approx. 6 hours
Learn at your own pace
99%
Most learners liked this course

Details to know

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Assessments

5 assignments

Taught in English

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This course is part of the Machine Learning: Algorithms in the Real World Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
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There are 4 modules in this course

This week, you will learn about what machine learning (ML) actually is, contrast different problem scenarios, and explore some common misconceptions about ML. You will apply this knowledge by identifying different components essential to a machine learning business solution.

What's included

12 videos6 readings2 assignments3 discussion prompts

This week, you will learn how to translate a business need into a machine learning problem. We'll walk through some applied examples so you can get a feel for what makes a well-defined question for your QuAM. Narrowing down your question and making sure you have the data necessary to learn is critical to ML success!

What's included

8 videos4 readings1 assignment2 discussion prompts

This week is all about data. You will learn about data acquisition and understand the various sources of training data. We'll talk about how much data you need and what pitfalls might arise, including ethical issues.

What's included

9 videos2 readings1 assignment2 discussion prompts

This week you will learn about the Machine Learning Process Lifecycle (MLPL). After understanding the definitions and components of the MLPL you will analyze the application of the MLPL on a case study.

What's included

7 videos2 readings1 assignment2 discussion prompts

Instructor

Instructor ratings
4.7 (188 ratings)
Anna Koop
Alberta Machine Intelligence Institute
5 Courses37,529 learners

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Recommended if you're interested in Machine Learning

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4.7

737 reviews

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