One Day Data Analytics Program to get you started on your data science career with focus on R Programming, Rapid Miner to do Root Cause and Predictive Analytics
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 Nov & Dec 2015 from 10am to 6pm.
Register : http://goo.gl/forms/QCOFNSD6hw , INR 4,000 per participant (includes lunch, tea)
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