Key Features:

• 32 hours of instructor-led training
• 24 hours of self-paced video
• 8 real-life industry projects in retail, insurance, finance, airlines domains
• Hands-on practice with R CloudLabs
• Includes statistical concepts like regression & cluster analysis
• Includes “Business Analytics with Excel” course

What are the course objectives?

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

Who should take this course?

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.