Data Science Certification Training - R Programming Course
Overview
The Data Science with R course is suited for aspiring data scientists, IT professionals, software developers looking to make a career switch into Data analytics; professionals working in data and business analysis, graduates willing to build a career in Data Science; and experienced professionals willing to harness Data Science in their chosen fields.
Agenda
Key Learning Outcomes
- Install R, R-studio, and workspace setup, and learn about the various R packages
- Master R programming and understand how various statements are executed in R
- Gain an in-depth understanding of data structures used in R and learn to import/export data in R
- Define, understand, and use the various apply functions and DPYR functions
- Understand and use the various graphics in R for data visualization
- Gain a basic understanding of various statistical concepts
- Understand and use hypothesis testing method to drive business decisions
- Understand and use linear, non-linear regression models, and classification techniques for data analysis
- Learn and use the various association rules and Apriori algorithm
- Learn and use clustering methods including K-means, DBSCAN, and hierarchical clustering
Course Outline
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Skills Covered
- Business Analytics
- R programming
- Data structures
- Data visualization
- DPLYR function
- Hypothesis testing
- Apriori algorithm
- K-means and DBSCAN clustering
Tools Covered
R-Studio
Key Features
Course Highlights
- 64 hours of blended learning
- 10 real-life industry projects
- Dedicated mentoring sessions from industry experts
- Lifetime access to self-paced learning
- Simpliearn's Integrated lab platform
- Over 43,380 learners for this content
- Partner Ratings
Who can Attend
Audience Profile
This Data Science with R course is suited for:
- Aspiring data scientists
- IT professionals and software developers looking to make a career switch into data analytics
- Professionals working in data and business analysis
- Graduates willing to build a career in Data Science
- Experienced professionals willing to harness Data Science in their chosen fields
Prerequisites
There are no prerequisites for taking the Data Science with R certification course.
Certification
Course Completion Certification Criteria
An industry recognized course completion certificate will be issued by Simplilearn upon satisfying the following criteria. The certificate does not expire:
Virtual Classroom:
- Attend one complete batch of Data Science with R training
- Complete 1 project
Online Self-Learning:
- Complete 85% of the course.
- Complete 1 project
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