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
Module I – Advanced Excel + Macro + VBA
- Introduction to MS Excel, Basic Functions and Usage
- Sorting, Filtering, Advance Filtering, Subtotal
- Pivot Tables
- What-if-Analysis (Data Tables, Scenario Manager & Goal Seek) and Solver
- Different Charts Graphs – Which one to use and when
- Lookup Functions – Vlookup, Hlookup, Match, Index
- Formatting – Style & Number Formatting, Conditional Formatting
- Linking of Sheets – Worksheet & Workbook Reference
- Logical Operators & Functions – AND, OR, IFERROR, IF and Nested IF etc.
- Data Validation
- Text Functions
- VBA Programming
Module II – SQL Database Concepts Using MS-Access
- Relational Database Fundamentals
- Steps to Design Efficient Relational Database Models
- Case Studies on Designing Database Models
- Case Study Implementation on Handling Data in MS-Access 2007
- Importing / Exporting Large Amount of Data into/from MS-Access
- Intro to SQL Statements
- Writing Transactional SQL Queries, Merging, joining, sorting, indexing, etc.
- Hands-on Exercises on Manipulating Data Using SQL Queries
- Creating Database Models Using SQL Statements
- Individual Projects on Handling SQL Statements
Module III – Analytical Problem Solving
- Analytical Problem Solving Skills, Creative Thinking, Root Cause Analysis, Decision Tree Analysis, Fish Bone Analysis, Mind Mapping, Minto Pyramid’s Principle, etc.
- Techniques to Handle Case Based Interviews
- Group / Individual Exercises / Case Studies
Module IV – Industry Applicable Core Analytics
- 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
Module V – Advanced Analytics Using SAS
- Base and Advanced SAS 9 Concepts
- Advanced Analytics Modeling Techniques
- Regression
- Clustering
- Logistics
- Time Series/ARIMA etc.
Module VI – Predictive Analytics with R Certification
- 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
Module VII – Hadoop
- 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 – 48 hours
Module II – 15 hours
Module III – 9 hours
Module IV – 21 hours
Module V – 62 hours
Module VI – 25 hours
Module VII – 24 hours
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
B.Sc and M.Sc
Enquire / Enroll for the course
Launch Your Global Analytics Career with IVY
Why Analytics?
As organisations and SMEs become increasingly data-driven, there arises the need to make sense of all that data and convert it into meaningful insights. In a competitive environment, analytics becomes the driving force that facilitates decision making – to leverage the insight for innovative strategies as well as for an effective ROI on investment.