Principles of Machine Learning: R Edition

Graeme Malcolm, Steve Elston, Cynthia Rudin, Jonathan Sanito, Microsoft

Get hands-on experience building and deriving insights from machine learning models using R and Azure Notebooks.

Machine learning uses computers to run predictive models that learn from existing data in order to forecast future behaviors, outcomes, and trends.

In this data science course, you will be given clear explanations of machine learning theory combined with practical scenarios and hands-on experience building, validating, and deploying machine learning models. You will learn how to build and derive insights from these models using R, and Azure Notebooks.

edX offers financial assistance for learners who want to earn Verified Certificates but who may not be able to pay the fee. To apply for financial assistance, enroll in the course, then follow this link to complete an application for assistance.

Note: These courses will retire in June. Please enroll only if you are able to finish your coursework in time.

What will you learn

After completing this course, you will be familiar with the following concepts and techniques:

  • Data exploration, preparation and cleaning
  • Supervised machine learning techniques
  • Unsupervised machine learning techniques
  • Model performance improvement

Dates:
  • 1 April 2020
Course properties:
  • Free:
  • Paid:
  • Certificate:
  • MOOC:
  • Video:
  • Audio:
  • Email-course:
  • Language: English Gb

Reviews

No reviews yet. Want to be the first?

Register to leave a review

Show?id=n3eliycplgk&bids=695438
NVIDIA
More on this topic:
0d7d8723-59cb-442f-85cf-7f77ead5bfee-4458a390ffe0.small Essential Math for Machine Learning: R Edition
Learn the essential mathematical foundations for machine learning and artificial...
Eba8e6b0-074d-4575-b6a6-4ade48b0a073-f5b8fb49dce6.small Data Science Research Methods: Python Edition
Get hands-on experience with the science and research aspects of data science...
More from 'Computer Science':
E906f10c-60b7-487d-a3c5-6e0799972bf9-e75f0ad42562.small Advanced Database Queries
Learn the fundamentals of interacting with relational database management systems...
C5a80d47-db96-407b-8034-2df8629a5dc3-5fc4c90a5aad.small LAFF – On Programming for Correctness
Learn to apply formal methods to systematically develop correct, loop-based...
D594e354-688d-4a3c-9088-6093bc147e83-3a0d40c92729.small LAFF-On Programming for High Performance
Learn to squeeze high performance out of modern CPUs. Is my code fast? Can it...
Cae5395c-5179-4e6c-9e6c-873eb8f77d21-307674076932.small Advanced Linear Algebra: Foundations to Frontiers
Learn advanced linear algebra for computing. Linear algebra is one of the fundamental...
7b3b11c8-c7b7-47a3-88aa-f417ec41f1fa-c0bc9f65d1fd.small Advanced Database Administration
Learn the fundamentals of administering relational database management systems...
More from 'edX':
D9d9cb21-b9b8-4d1a-8483-6c809aa711f8-06e936823ba3.small Visualizing the Birth of Modern Tokyo
See Tokyo’s modernization through the “100 views” tradition, from the gas-lit...
E906f10c-60b7-487d-a3c5-6e0799972bf9-e75f0ad42562.small Advanced Database Queries
Learn the fundamentals of interacting with relational database management systems...
2f110fb2-7ebf-47aa-b81f-c4b6fbf9c2e6-0e0979b0a362.small Solar Resource Assessment in Desert Climates
Learn how to use the components of solar radiation,solar spectrum, forecasting...
9a34e882-ef4a-4950-85be-ed0017c336d2-0fe2e9336746.small Using Photovoltaic (PV) Technology in Desert Climates
Learn how to mitigate the challenges related to PV technology and enhance the...
C34bc1e3-858b-4b4f-84c6-0a1d5a51d48d-1cc485f6a05f.small Fundamentals of Technical Analysis
Learn how to apply technical analysis as a standalone trading methodology or...

© 2013-2019