One Day hands on program with project work. Fees: INR 4,000 per participant.

Faculty : Arun Thakur, SVP & Head Big Data Analytics http://in.linkedin.com/in/thakurarun

Venue : CH7 Natasha Golf View, Inner Ring Road, Domlur, Bangalore 560071

Program Dates: Saturdays during Jan & Feb 2016 from 10am to 6pm.

Faculty : Arun Thakur, SVP & Head Big Data Analytics http://in.linkedin.com/in/thakurarun

Venue : CH7 Natasha Golf View, Inner Ring Road, Domlur, Bangalore 560071

Program Dates: Saturdays during Jan & Feb 2016 from 10am to 6pm.

Program Content

Statistical Concepts

• Descriptive and Inferential Statistics

• Basic Statistics – Mean, Mode, Median, Standard Deviation

• Classification, Rules of Association, Regression Analysis, Cluster Analysis

• Algorithms - K-means, TwoStep, Kohonen Net, Apriori and GRI

• Probability Theory

R Programming

• Introduction to R Programming – R Studio, Shiny

• Data Analytics & Visualization

• Project work:

o Vehicle Analysis

o American Football Analysis

o Stock Market Analysis

Predictive Analytics using Data Mining Tool Rapid Miner

• Operationalize Predictive Decisions

• Advanced Analytics – Machine Learning

• Project work:

o Marketing Analytics to predict highest conversions

o Customer Churn Prediction to design Retention

o Predictive Maintenance for high uptime

Big Data, Analytics and Insights

• Real-time Big Data Analytics – Kafka, Spark, Hadoop

• Manufacturing & Supply Chain Optimization

• Root Cause Analysis

• Key Analytics by major Verticals