Machine Learning for Data Science and Analytics - Columbia University
Course
Online
Description
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Type
Course
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Methodology
Online
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Start date
Different dates available
Learn the principles of machine learning and the importance of algorithms. The following course, offered by Edx, will help you improve your skills and achieve your professional goals. During the program you will study different subjects which are deemed to be useful for those who want to enhance their professional career. Sign up for more information!
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About this course
High School Math. Some exposure to computer programming.
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This centre's achievements
All courses are up to date
The average rating is higher than 3.7
More than 50 reviews in the last 12 months
This centre has featured on Emagister for 8 years
Subjects
- Data analysis
- Statistics
- Algorithms
- Analytics
- Data
Course programme
What you'll learn
- What machine learning is and how it is related to statistics and data analysis
- How machine learning uses computer algorithms to search for patterns in data
- How to use data patterns to make decisions and predictions with real-world examples from healthcare involving genomics and preterm birth
- How to uncover hidden themes in large collections of documents using topic modeling
- How to prepare data, deal with missing data and create custom data analysis solutions for different industries
- Basic and frequently used algorithmic techniques including sorting, searching, greedy algorithms and dynamic programming
Additional information
Machine Learning for Data Science and Analytics - Columbia University