Category Archives: Skill

Analytics & Insight through R Programming and Rapid Miner – One Day hands on Program with Project work

http://learn.profileq.net/

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