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Preview of Data Science and Business Analytics

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4.7K+ Learners
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Beginner

What you learn in Preview of Data Science and Business Analytics ?

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Data Science
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Machine Learning
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Clustering

About this Course

Look into this top-ranked Data Science Program and earn a Postgraduate Certificate in the top-rated Data Science and Business Analytics online course by the University of Texas, Austin. The Data Science and Business Analytics course curriculum has been designed and taught by UT Austin McCombs School of Business faculty. You will also get a chance to learn from practicing data scientists and analytics experts. The capstone projects are approved by UT Austin McCombs School of Business Faculty. We aim to empower our learners with everything they need to succeed in their careers.

In this short program demo, you will get a glimpse of the actual content of the program and experience what it is like to be taught by expert faculties.
 

Course Outline

Introduction to Data Science

This section gives you various examples to help you understand Data Science. It explains how you decide on a place for the vacation, how the weather is predicted, and sales during a particular time in a year using data science. 

Introduction to Machine Learning and Linear Regression

Data is the soul of Machine Learning, and there are specific methods to deal with it efficiently. This module first introduces Machine Learning and talks about the mathematical procedures involved. You will learn about supervised and unsupervised learning, Data Science Machine Learning steps, linear regression, Pearson's coefficient, best fit line, and coefficient of determinant. Lastly, you will be going through a case study to help you effectively comprehend Machine Learning concepts. 

 

Introduction to Clustering

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Preview of Data Science and Business Analytics

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