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Machine Learning for Data Science and Analytics

Machine Learning for Data Science and Analytics

Upskilling is a better roadmap to success. Enroll in this course to learn critical principles of Machine Learningthrough real-life case studies & examples

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Course Highlights

  • Earn a certificate of learning on course completion 

  • This course is offered by Columbia University

  • Add a Verified Certificate for Rs 7,388

  • Start instantly and learn at your own schedule.

Duration: 35 Days

Mode of learning: Online self study

Course Overview

What are the course deliverables ?
  • 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

More about this course
  • Machine Learning is a growing field that is used when searching the web, placing ads, credit scoring, stock trading and for many other applications

  • This data science course is an introduction to machine learning and algorithms. You will develop a basic understanding of the principles of machine learning and derive practical solutions using predictive analytics. We will also examine why algorithms play an essential role in Big Data analysis.

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Reviews

Average Rating

4

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Sai Kumar

This is the second course of the Data Science and Analytics in Context XSeries by Columbia University. The course is centered around Algorithms, Machine Learning along with Applications and also feature probabilistic topic models that enable to uncover hidden thematic structure in large collections of documents. The course will conclude with a case study pertaining to the prediction of preterm birth. It is very exciting for me to share my experience about this course on edx. Learn a topic everyday from the course and follow the content again and again to go through the assignments. I personally recommend everyone who want to learn Data Science course, this course from edX will help a lot in understanding the Data Science Concentration and also this certificate will let you get more job opportunities.

Frequently Asked Questions

Can I get refund or exchange the course if required?Can I start and pay later?
Yes, you can start your course in the audit track, and upgrade to the verified track later. However, to access graded assignments you will need to upgrade to the verified track.
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