Data Science: Machine Learning offered by Harvard University
- Private University
3 Campuses- Estd. 1636
Data Science: Machine Learning at Harvard University Overview
Data Science: Machine Learning
at Harvard University
Build a movie recommendation system and learn the science behind one of the most popular and successful data science techniques
Duration | 8 weeks |
Mode of learning | Online |
Difficulty level | Beginner |
Official Website | Go to Website  |
Course Level | UG Certificate |
Data Science: Machine Learning at Harvard University Highlights
Data Science: Machine Learning
at Harvard University
- Earn a certificate of completion
Data Science: Machine Learning at Harvard University Course details
Data Science: Machine Learning
at Harvard University
Skills you will learn
What are the course deliverables?
- The basics of machine learning
- How to perform cross-validation to avoid overtraining
- Several popular machine learning algorithms
- How to build a recommendation system
- What is regularization and why it is useful
More about this course
- Perhaps the most popular data science methodologies come from machine learning
- What distinguishes machine learning from other computer guided decision processes is that it builds prediction algorithms using data
- Some of the most popular products that use machine learning include the handwriting readers implemented by the postal service, speech recognition, movie recommendation systems, and spam detectors
- In this course, part of our Professional Certificate Program in Data Science, learner will learn popular machine learning algorithms, principal component analysis, and regularization by building a movie recommendation system
- Learner will learn about training data, and how to use a set of data to discover potentially predictive relationships
- As you build the movie recommendation system, learner will learn how to train algorithms using training data so you can predict the outcome for future datasets
- Learner will also learn about overtraining and techniques to avoid it such as cross-validation
Data Science: Machine Learning at Harvard University Curriculum
Data Science: Machine Learning
at Harvard University
Machine Learning, Algorithms, Data Science
Data Science: Machine Learning at Harvard University Faculty details
Data Science: Machine Learning
at Harvard University
Rafael Irizarry
Designation : Professor of Biostatistics, T.H. Chan School of Public Health
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Data Science: Machine Learning at Harvard University Contact Information
Data Science: Machine Learning
at Harvard University
Address
1350 Massachusetts Ave, Cambridge, Massachusetts 02138, USA
Cambridge ( Massachusetts)
Phone
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