- Shiny Dashboards
- Data Analysis and Modelling
- R Programmin Language
- Data Visualization (DataViz)
- SQL & RDBMS
- Data Science
- R Programming
- Select (Sql)
- Relational Databases (RDBMS)
- Data Analysis
- Statistical Analysis
- Linear Regression
Applied Data Science with R Specialization
Build Your Data Science Skills with R & SQL. Master the ability to transform data into information and insights.
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.
Create relational databases and tables, load them with data from CSV files, and query data using SQL and R using JupyterLab.
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.
Skills you will gain
About this Specialization
Applied Learning Project
Throughout this Specialization, you will complete hands-on labs to help you gain practical experience with various data sources, datasets, SQL, relational databases, and the R programing language. You will work with tools like R Studio, Jupyter Notebooks, and related R libraries for data science, including dplyr, Tidyverse, Tidymodels, R Shiny, ggplot2, Leaflet, and rvest.
In the final course in this Specialization, you will complete a capstone project that applies what you have learned to a challenge that requires data collection, analysis, basic hypothesis testing, visualization, and modelling to be performed on real-world datasets.
How the Specialization Works
A Coursera Specialization is a series of courses that helps you master a skill. To begin, enroll in the Specialization directly, or review its courses and choose the one you'd like to start with. When you subscribe to a course that is part of a Specialization, you’re automatically subscribed to the full Specialization. It’s okay to complete just one course — you can pause your learning or end your subscription at any time. Visit your learner dashboard to track your course enrollments and your progress.
Every Specialization includes a hands-on project. You'll need to successfully finish the project(s) to complete the Specialization and earn your certificate. If the Specialization includes a separate course for the hands-on project, you'll need to finish each of the other courses before you can start it.
Earn a Certificate
When you finish every course and complete the hands-on project, you'll earn a Certificate that you can share with prospective employers and your professional network.
There are 5 Courses in this Specialization
SQL for Data Science with R
Data Analysis with R
Data Visualization with R
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