Become an expert in the various data analytics techniques using R. Master the data exploration, data visualization, predictive analytics, and descriptive analytics techniques. The course is best suited for beginners as well as experienced professionals who want to use R for data analytics.
The Data Science with R training course has been designed to impart an in-depth knowledge of the various data analytics techniques which can be performed using R.
Mastering R language: The course provides an in-depth understanding of the R language, R-studio, and R packages. You will learn the various types of apply functions including DPYR, gain an understanding of data structure in R, and perform data visualizations using the various graphics available in R.
Mastering advanced statistical concepts: The course also includes the various statistical concepts like linear and logistic regression, cluster analysis, and forecasting. You will also learn hypothesis testing.
This course will enable you to:
✔ Gain a foundational understanding of business analytics
✔ Install R, R-studio, and workspace setup. You will also learn about the various R packages
✔ Master the R programming and understand how various statements are executed in R
✔ Gain an in-depth understanding of data structure used in R and learn to import/export data in R
✔ Define, understand and use the various apply functions and DPLYP functions
✔ Understand and use the various graphics in R for data visualization
✔ Gain a basic understanding of the 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
There is an increasing demand for skilled data scientists across all industries which makes this course suited for participants at all levels of experience. We recommend this Data Science training especially for the following professionals:
✔ IT professionals looking for a career switch into data science and analytics
✔ Software developers looking for a career switch into data science and analytics
✔ Professionals working in data and business analytics
✔ Graduates looking to build a career in analytics and data science
✔ Anyone with a genuine interest in the data science field
✔ Experienced professionals who would like to harness data science in their fields
Prerequisites: There are no prerequisites for this course. If you are new in the field of data science, this is the best course to start with.