Course Overview
This course is ideal for data analysts or aspiring professionals who wish to make a career in data analytics or data scientist. The potential this certification holders is huge. A huge amount of data is churned out daily and the best ways and means to make sense of the data is sought on a continual basis. The certification most recognized and respected in the market is the Data Scientist. There is an increasing demand for Data Scientist who can easily command a salary of $ $120,931. market sandmarkets.com predicts that the scope for advanced analytics is poised for a growth worth $29.53 Billion by 2019.
What will you learn
This data science training course will enable you to:
Gain a foundational understanding of business analytics
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 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 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
Introduction to Business Analytics
Introduction to R
R Programming
R Data Structure Lesson 05 - Apply Functions
Data Visualization
Introduction to Statistics
Hypothesis Testing I
Hypothesis Testing II
Regression Analysis
Classification
Clustering
Association