IVY is ranked in the top 10 institutes for Big data and Analytics schools in the country (Analytics India magazine, 2014 ranking). We are the official training partners of companies like Cap Gemini, Genpact, HSBC, Cognizant, eBay/Paypal etc and more than 60 Analytics companies recruit from us. Our prized faculty are associated with esteemed organizations like ISI, IIM’s IIT and US universities.
Course Outline
- Statistics Refresher
- Advanced Excel + Macro + VBA
- SQL Database Concepts Using MS-Access
- Analytical Problem Solving
- Effective Interviewing Skill
- Analytic Industry Resume Building Workshop
- Importance of Data for Management Decisions
- Time Series Analysis
- Probability Concepts and Applications
- Basics of Sampling and Sampling Distributions
- Theory of Estimation and Testing of Hypothesis
- Correlation and Regression Models
- Forecasting
- Theory of Attributes
- Statistical Decision Analysis
- Analysis of Variance
- Multivariate Analysis
- Base and Advanced SAS 9 Concepts
- Advanced Analytics Modeling Techniques
- Regression
- Clustering
- Logistics
- Time Series/ARIMA etc.
- Data Handling, Visualization and Statistical Programming in R
- Introduction and Overview of R Package
- Data Cleaning and Management in R
- Logic Building in R
- Data Visualization in R
- Statistical Research in R
- Object Oriented Programming in R
- Introduction to Hadoop
- Hadoop Stack
- Hadoop Hands-on
- MapReduce Introduction
- MapReduce Exercises
- HDFS Introduction
- Hive
- Hive Hands-on
- Pig
- Pig Hands-on
- Introduction to Sqoop
- Hadoop Multi Node Cluster Setup
Course Duration
Module I – 81 hours
Module II – 21 hours
Module III – 62 hours
Module IV – 25 hours
Module V – 24 hours
Total – 213 hours
Course Fee
INR 44,000 plus taxes
Detailed course brochure.
Eligibility
Under-grad or Post-grad in Maths/ Stats/ Economics/ Commerce/ Finance
MBA Students (All Streams)
3rd and Final Year B.E./ B.Tech
Banking/ Finance/ IT/ KPO Working Professional
Software professionals with ETL/Programming background
Projects
Industry Executed Modeling Projects in SAS
- Projects from Retail, Healthcare, Finance, Education and Aviation Industry
Projects with R
- Dedicated Practice Sessions on Industry Scenarios in R
- Industry Executed Projects in R
Hadoop Project – Connecting Hadoop ecosystem with ETL Tool
- Moving data from local file system to HDFS
- Writing Map Reduce Code
- Moving data from HDFS to Database
- Writing Pig Query
- Writing Hive Query