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HarvardX Professional Data-Science

Overview

Professional Certificate in Data Science consist of 9 courses in data sciences using R programming language. The program is taught by Prof. Rafael Irizarry from Harvard University through edX platform.

This certification cover:

  • Fundamental R programming skills
  • Statistical concepts such as probability, inference, and modelling and how to apply them in practice
  • Gain experience with the tidyverse, including data visualization with ggplot2 and data wrangling with dplyr
  • 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

Content

Course 1: Data Science: R Basis

Course 2: Data Science: Visualization

Course 3: Data Science: Probability

Course 4: Data Science: Inference and Modelling

Course 5: Data Science: Productivity Tools

Course 6: Data Science: Wrangling

Course 7: Data Science: Linear Regression

Course 8: Data Science: Machine Learning

Course 9: Data Science: Capstone

Certificate of Completion

You can see the Professional Data Science Certificate

harvardx-data-science's People

Contributors

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