Professional Certificate in Data Science HarvardX

Dec. 20, 2020, 3:03 p.m., Posted by: Prateek Gupta

Overview

HarvardX is offering an online course on Professional Certificate in Data Science, This is a self-paced course, and 1year and 5month will take to complete this online course on Data Science.

You will learn

• Fundamental R programming skills
• Statistical concepts such as probability, inference, and modeling and how to apply them in practice
• Gain experience with the tidyverse, including data visualization with ggplot2 and data wrangling with duly become familiar with essential tools for practicing data scientists such as Unix/Linux, git and GitHub, and RStudio
• Implement machine learning algorithms
• In-depth knowledge of fundamental data science concepts through motivating real-world case studies

Topics

The following topics will be covered in this online course,

• Data Science: R Basics
• Data Science: Visualization
• Data Science: Probability
• Data Science: Inference and Modeling
• Data Science: Productivity Tools
• Data Science: Wrangling
• Data Science: Linear Regression
• Data Science: Machine Learning
• Data Science: Capstone
• Professional Certificate Details
• Job Outlook