Alberta Machine Intelligence Institute
Optimizing Machine Learning Performance
Alberta Machine Intelligence Institute

Optimizing Machine Learning Performance

This course is part of Machine Learning: Algorithms in the Real World Specialization

Taught in English

Some content may not be translated

Anna Koop

Instructor: Anna Koop

6,787 already enrolled

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Course

Gain insight into a topic and learn the fundamentals

4.4

(47 reviews)

11 hours (approximately)
Flexible schedule
Learn at your own pace

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

26 quizzes

Course

Gain insight into a topic and learn the fundamentals

4.4

(47 reviews)

11 hours (approximately)
Flexible schedule
Learn at your own pace

See how employees at top companies are mastering in-demand skills

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Build your subject-matter expertise

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.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate
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There are 4 modules in this course

This week we'll present tools for understanding the overall strategy your business needs in order to see the best returns on ML investment. From understanding the current status to navigating ownership and setting up a team, this week is about understanding applied machine learning in a successful business context.

What's included

8 videos1 reading6 quizzes1 peer review1 discussion prompt

This week we'll talk about the broader context of machine learning: how as developers we have responsibilities regarding how our technology will be used. Using case studies and existing frameworks we'll give you the tools to figure out your own ethical approach to realize the best outcomes while deploying machine learning in the real world.

What's included

6 videos6 quizzes1 discussion prompt

An important aspect of machine learning in the real world is considering how your machine learning models are integrated with existing systems, and what effect they have on your operations. This week we'll review things you should consider as you turn QuAMs and machine learning models into operational tools.

What's included

8 videos7 quizzes

Work doesn't end just because your model is deployed! In our final week we'll go over all the things you need to consider in the context of an actual working system.

What's included

9 videos7 quizzes1 peer review

Instructor

Instructor ratings
4.5 (11 ratings)
Anna Koop
Alberta Machine Intelligence Institute
5 Courses36,316 learners

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Recommended if you're interested in Machine Learning

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Learner reviews

Showing 3 of 47

4.4

47 reviews

  • 5 stars

    68.08%

  • 4 stars

    12.76%

  • 3 stars

    12.76%

  • 2 stars

    0%

  • 1 star

    6.38%

EG
5

Reviewed on Jan 8, 2020

MB
5

Reviewed on Jan 19, 2022

DL
4

Reviewed on Aug 28, 2020

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