Data Science and Big data analytics training - ROBA Services

Hi aspirants,

We have experienced professional from IIT IIM & ISI alumni and Consultant, having 15 years of experience.  We are conducting Online offline Data Scientist and Predictive modeling analysis, etc.

Reachout Business Analytics was established in 2010. We are providing training and consulting services. We are expertise in Advanced Business Data Analytics, SAS DIS & BI,SPSS & R training through Online, offline and corporate training. Currently we are providing Marketing Research services as well as Retail services using advanced qualitative and qualitative techniques.

Tools:  SAS/SPSS /R programming/R Rattle

Data Scientist Training Content

Tools:  SAS/SPSS /R programming/R Rattle

Part-I:  Business Data Analytics

Descriptive Statistics:

Introduction to Advanced Data Analytics       

Statistical inferences for various Business problems   

Types of Variables, measures of central tendency and dispersion            

Variable Distributions and Probability Distributions     

Normal Distribution and Properties

Part-II:  Test of Hypothesis

 Null/Alternative Hypothesis formulation       

One Sample, two sample (Paired and Independent) T/Z Test     

Analysis of Variance (ANOVA), Chi Square Test             

Non Parametric Tests (Kruskal-Wallis, Mann-Whitney, KS)         

Part-III:  Advanced Analytics

Multivariate Regression      Introduction to Correlation - Karl Pearson and Graphical Methods

Spearman Rank Correlation, OLS Regression - Simple and Multiple         

Logistic Regression Non Linear Regressions using Link functions                              

Binomial Propensity Modeling         

Part-IV: Factor Analysis

Introduction to Factor Analysis – PCA

Reliability Test

KMO MSA tests, Eigen Value Interpretation, Factor

Rotation and Extraction     

Part V: Cluster Analysis

Introduction to Cluster Techniques 

Distance Methodologies, Hierarchical and Non-Hierarchical Procedures               

K-Means clustering

Wards Method    

Part-VI :  Time Series Analysis

Introduction and Exponential Smoothening  

Decomposition of Time Series          

Trend and Seasonality detection and forecasting         

Exponential Smoothing (Single, double and triple), ARIMA Modeling      

Part VII:  Data Mining

Data Exploration and Visualization, Hypothesis Testing

Data Manipulation, Standardization, Missing value Treatment   

ROC, Sensitivity, Specificity, Lift charts, Error Matrix

Cluster Analysis using R-Rattle          

Predictive Modeling using decision Trees     

Big Data analytics Concepts and Hadoop Concepts

Corporate Location

Level-7,Maximus Towers, Building 2A,

Mindspace Complex,

Hi-tech City, Hyderabad- 500 081, INDIA

Land line +91 40 40339620

www.robaservices.com, www.reachoutanalytics.com

trainingsasbi@gmail.com Skype ID: kakumani2628

Operations Location

A-77 Journalist Colony,

Jubilee Hills,

Road No 70,

Hyderabad-500033

08978863339

09700213845