Data Analytics Course

Data Analytics with R

Data Analytics Course will transform you into a skilled data analyst in just three months. It’s comprehensively designed to train you in all the essentials of the field and provide plenty of hands-on experience.

70⁺_hrs.

200⁺_hrs.

7⁺_hrs.

5⁺_hrs.

24X7

Live Virtual Mentoring

Coding Assignments

REALTIME PROJECTS

INDUSTRY CASES

Customer Service & Coding Support

Course Outline

Programming in R

Basics of R
Conditional and loops
R packages/libraries
Data mining GUI in R
Data structures in R
Exceptions/ debugging in R

Data Wrangling

Reading CSV, JSON, XML, .XLSX and HTML files using R
ETL operations in R
Sorting/ merging data in R
Cleaning data
Data management using dplyr in R

Statistics and Probability

Descriptive statistics, random variables, and probability distribution functions
Data distributions like uniform, binomial, exponential, poisson, etc
Probability concepts, set theory and hypothesis testing
Central limit theorem, t-test, chi-square, z-test
Central limit theorem
ANOVA

Modeling in R

Linear regression model in R
Multiple linear regressions model
Representation of regression results
Non-linear regression models
Tree-based regression models
Decision tree-based models
Rule-based systems

Mining Algorithms

Association analysis
Market-based analysis/ rules
Apriori algorithm
Ensemble models - random forest model, boosting model
Segmentation analysis- types of segmentation, k-means clustering, Bayesian clustering
Feature selection/ dimension reduction- multidimensional scaling, dimension reduction, factor orcomponent analysis.
Axes
Covariance

Time Series Forecasting and Model Deployment

Basics of time series
Components of time series
Time series forecasting
Deploying predictive models
Using SQL server
Using external tools
Using big data tools
Integrating R with Hadoop/Spark

Data Wrangling using SQL and Excel

SQL queries
Integrating with R
Deployment and execution
Data modeling and formatting using Excel
Excel formulas to perform analytics
Macros for job automation

Data Analysis and Visualization using Tableau

Introduction to Tableau and its layout
Connecting tableau to files and databases
Data filters in Tableau
Calculation and parameters
Tableau graphs and maps
Creating Tableau dashboard
Data blending
Creating superimposed graphs
Integrating Tableau with R

Capstone Project

Data Analytics with R

Course Outline

Why Our Courses Rank Amongst the Best

The Master's in Data Science was influential in shaping my career. It helped me understand the world of analytics. The mentors and support team were always helpful. I recommend this to anyone interested in data science.
Rahul Mehta, Accenture

"One word... WOW!!"
Prashant Jha , Cognizant

"The course content was well-designed and easy to follow. Assignments were concept-based and helped us practice what we learned. The traine was experienced data scientist and gave examples from the industry. I recommend this!"
Madhav Sharma, Mercedez Benz

Data Analytics with R

Course Outline

Why Our Courses Rank Amongst the Best

The Master's in Data Science was influential in shaping my career. It helped me understand the world of analytics. The mentors and support team were always helpful. I recommend this to anyone interested in data science.Rahul Mehta, Accenture

"One word... WOW!!"Prashant Jha , Cognizant

"The course content was well-designed and easy to follow. Assignments were concept-based and helped us practice what we learned. The traine was experienced data scientist and gave examples from the industry. I recommend this!"Madhav Sharma, Mercedez Benz

The Master's in Data Science was influential in shaping my career. It helped me understand the world of analytics. The mentors and support team were always helpful. I recommend this to anyone interested in data science.
Rahul Mehta, Accenture

"One word... WOW!!"
Prashant Jha , Cognizant

"The course content was well-designed and easy to follow. Assignments were concept-based and helped us practice what we learned. The traine was experienced data scientist and gave examples from the industry. I recommend this!"
Madhav Sharma, Mercedez Benz