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Math for Machine Learning [NO LABS]

Learn the core topics of Machine Learning to open doors to data science and artificial intelligence.

Course Curriculum

  Introduction
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  Linear Regression
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  Linear Discriminant Analysis
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  Logistic Regression
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  Artificial Neural Networks
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  Maximal Margin Classifier
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  Support Vector Classifier
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  Support Vector Machine Classifier
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Would you like to learn a mathematics subject that is crucial for many high-demand lucrative career fields such as:

  • Computer Science
  • Data Science
  • Artificial Intelligence

If you're looking to gain a solid foundation in Machine Learning to further your career goals, in a way that allows you to study on your own schedule at a fraction of the cost it would take at a traditional university, this online course is for you. If you're a working professional needing a refresher on machine learning or a complete beginner who needs to learn Machine Learning for the first time, this online course is for you.

Why you should take this online course: You need to refresh your knowledge of machine learning for your career to earn a higher salary. You need to learn machine learning because it is a required mathematical subject for your chosen career field such as data science or artificial intelligence. You intend to pursue a masters degree or PhD, and machine learning is a required or recommended subject.

Why you should choose this instructor: I earned my PhD in Mathematics from the University of California, Riverside. I have created many successful online math courses that students around the world have found invaluable—courses in linear algebra, discrete math, and calculus.

In this course, we will cover the core concepts such as:

  • Linear Regression
  • Linear Discriminant Analysis
  • Logistic Regression
  • Artificial Neural Networks
  • Support Vector Machines



Frequently Asked Questions


How can I access the labs of this course?
Look for the lessons that have "[Lab]" in their titles. The lab loads below the video in these lessons.
Is there a time limit to my lab access?
For paid members, there is no time limit to your lab access. Free/preview users are restricted to a 5-minute time limit on the lab page.
When does the course start and finish?
The course is a completely self-paced online course - you decide when you start and when you finish.
What if I am unhappy with the course?
We would never want you to be unhappy! If you are unsatisfied with your purchase, contact us in the first 30 days and we will give you a full refund.
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