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      • EDX – Harvard University – Professional Certificate in Data Science

      EDX – Harvard University – Professional Certificate in Data Science

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      rameshranjan
      Data Science, Digital
      (0 review)
      ₹36,271.00
      HVData
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      Source | EDX | Harvard University

      Expert instruction – 9 skill-building courses
      Self-paced –  Progress at your own speed

      What 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 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

      Program Overview

      The demand for skilled data science practitioners in industry, academia, and government is rapidly growing. The HarvardX Data Science program prepares you with the necessary knowledge base and useful skills to tackle real-world data analysis challenges. The program covers concepts such as probability, inference, regression, and machine learning and helps you develop an essential skill set that includes R programming, data wrangling with dplyr, data visualization with ggplot2, file organization with Unix/Linux, version control with git and GitHub, and reproducible document preparation with RStudio.

      In each course, we use motivating case studies, ask specific questions, and learn by answering these through data analysis. Case studies include: Trends in World Health and Economics, US Crime Rates, The Financial Crisis of 2007-2008, Election Forecasting, Building a Baseball Team (inspired by Moneyball), and Movie Recommendation Systems.

      Throughout the program, we will be using the R software environment. You will learn R, statistical concepts, and data analysis techniques simultaneously. We believe that you can better retain R knowledge when you learn how to solve a specific problem.

      Courses in this program

      1. HarvardX’s Data Science Professional Certificate
      2. Data Science: R Basics
      3. Data Science: Visualization
      4. Data Science: Probability
      5. Data Science: Inference and Modeling
      6. Data Science: Productivity Tools
      7. Data Science: Wrangling
      8. Data Science: Linear Regression
      9. Data Science: Machine Learning
      10. Data Science: Capstone

      TAKE THE COURSE HERE @ EDX – Harvard University

      Course Features

      • Lectures 0
      • Quizzes 0
      • Duration 50 hours
      • Skill level All levels
      • Language English
      • Students 0
      • Certificate No
      • Assessments Yes
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      ₹36,271.00
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