IBM
Coursera
Глобальный
Курс
Online
В любой момент
7 месяцев
Стоимость курса
39 USD/мес
Подробности и регистрация

Applied Data Science with R Specialization

Навыки, которые вы получите:
SQL Data visualization Data modeling Relational databases Data science Select RDBMS Statistical analysis

This Specialization is intended for anyone with a passion for learning who is seeking to develop the job-ready skills, tools, and portfolio to have a competitive edge in the job market as an entry-level data scientist.

Through these five online courses, you will develop the skills you need to bring together often disparate and disconnected data sources and use the R programming language to transform data into insights that help you and your stakeholders make more informed decisions.

Necessary preparation

  • This Specialization does not require prior experience, degrees, programming or statistical skills. 

The Program

  1. Introduction to R Programming for Data Science.
  2. SQL for Data Science with R.
  3. Data Analysis with R.
  4. Data Visualization with R.
  5. Data Science with R — Capstone Project.

What you will learn

  • Perform basic R programming tasks like working with data structures, data manipulation, using APIs, webscraping, and using R Studio and Jupyter.
  • Complete the data analysis process, including data preparation, statistical analysis, and predictive modeling.
  • Communicate data analysis findings with data visualization charts, plots, and dashboards using libraries such as ggplot, leaflet and R Shiny.
  • Create relational databases and tables, load them with data from CSV files, and query data using SQL and R using JupyterLab.
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