Machine Learning in Excel

with Ivan Kitov

Introducing you to the essentials of machine learning in Excel with beginner-friendly, hands-on projects. You will learn how to use linear and logistic regression, k-means clustering, decision trees, and Azure ML Studio.

8 hours 70 lessons
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70 High Quality Lessons
22 Practical Tasks
8 Hours of Content
Certificate of Achievement

Course Overview

This course focuses on predictive modeling and enters multidimensional spaces that require an understanding of mathematical methods, transformations, and distributions. We will introduce you to all these concepts, gradually blending them into complex means of analysis such as k-means clustering and decision trees, while helping you hone your Excel skills.

Topics covered

azure machine learning studiodata analysisExcelk-means clusteringmachine learningregression analysisTheory

What You'll Learn

This course will help you master predictive modeling with multiple different approaches such as linear regression, logistic regression, cluster analysis, and decision trees in Excel. By the end of the course, you’ll understand the intuition behind machine learning algorithms and will be able to apply your knowledge in practice.

Perform linear regression
Grasp logistic regression 
Implement K-means clustering
Approach decision trees
Explore the future of machine learning in the cloud
Upgrade your Excel skills


Student feedback


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By far, this is the best course I've ever completed on Great content, clear explanations, and stunning visuals. This course is a must for whoever want to start learning ML and want to boost his basic understanding for basics. Spasibo, Ivan!
Course content is excellent. However it would be very helpful if there had been notes for each section. These can be used for future reference and also understanding the concepts introduced at various times during the course
Really grateful for the 3 day free courses. I have learnt more in 1 hour than my last 6 months of learning by attending other courses. It is to the point and explanations are great. Quizzes adds to our learning curve
Thank you for an excellent introduction to ML concepts and application in Excel. This is something I can incorporate in my work, and it also forms a foundation for other courses on your platform.
People take excel as easy tool . I wonder how a single software can include these many features .Thanks to the instructor for letting us know the power of the EXCEL and you excelled it.
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Ivan Kitov

“In the last 10 years machine learning has redefined industries such as finance, banking, and investments. This course will help you learn the advanced statistical techniques employed by successful data analysts. You will grasp the intuition behind regression analysis, clustering, and decision trees without having to code at all! Excel is the perfect environment to understand and apply different machine learning techniques in an easy-to-follow way.”

Ivan Kitov

COO at 365 Data Science

Machine Learning in Excel

with Ivan Kitov

Start Course