Tag Archives: Root Cause Analysis

R Programming & Rapid Miner - One Day Workshop

Analytics & Insight with R Programming and Rapid Miner

Predictive Analytics Program for Business Users - Analytic & Insight
Predictive Analytics Program for Business Users

Analytics & Insight  with R Programming and Rapid Miner – One Day Program with Project work.

Based on positive feedback for four programs conducted during Dec 2015, we have decided to continue the program on Jan & Feb 2016 Saturdays.

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 & Feb2016 from 10am to 6pm.

Register: http://goo.gl/forms/QCOFNSD6hw , INR 4,000 per participant (includes lunch, tea)

If learning new skills is a part of your new year resolutions – analyse it carefully, you can’t go wrong with this investment ! It will lead to jobs, higher salaries for folks in job and higher revenues & profits for others in business :-)

Program Content

 

Statistical Concepts

  • Descriptive and Inferential Statistics for predictive analytics
  • Basic Statistics – Mean, Mode, Median, Standard Deviation
  • Classification, Rules of Association, Regression Analysis, Cluster Analytics
  • Algorithms – K-means, TwoStep, Kohonen Net, Apriori and GRI for advanced analytics
  • Probability Theory

 

 

R Programming

  • Introduction to R Programming – R Studio, Shiny
  • Data Analytics & Visualization
  • Project work:

o             Vehicle Analytics

o             American Football Analytics

o             Stock Market Analytics

 

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 Analytics to design Retention

o             Predictive Maintenance Analytics for high up-time

 

Big Data, Analytics and Insights

  • Real-time Big Data Analytics – Kafka, Spark, Hadoop
  • Manufacturing & Supply Chain Optimization
  • Root Cause Analytics
  • Key Analytics by major Verticals