Analytics & Insight through R Programming and Rapid Miner

One Day hands on program with project work. Fees: INR 4,000 per participant.
Faculty : Arun Thakur, SVP & Head Big Data Analytics
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

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