Business analytics training using R - Data Excellence Trainings

Data excellence trainings

Business data analytics training using R is designed to equip professionals from various backgrounds such as statistics, marketing, finance, IT ...

Business data analytics training using R is designed to equip professionals from variou...

In this age of information, organisations are increasingly trying to gain insights from volumes of structured and unstructured data to identify new market opportunities for their products and services. Business analytics is at the core of decision making which can give organisations an edge over the competition. This has created significant opportunities for professionals in the field of analytics.

Business Analytics training using R

KPMG in India’s ‘Business Analytics training using R’ is a five-day instructor led practical course designed to equip professionals from various backgrounds such as statistics, marketing, finance, economics, IT, analytics, marketing research, etc. with the fundamentals of analytics.

The course aims to enhance the skills of participants in understanding, interpretation and analysis of data using statistical, analytical and probabilistic techniques. The course covers some of the common machine learning techniques. Scenarios and hands-on analysis of data from various industries including Marketing, Finance, Human Resources, Sales and Software Services are part of this course. Business Analytics training using R’ covers techniques for performing process performance models, baselines, simulation, variability analysis, statistical analysis required by models such as CMMI®, PCMM®, Six Sigma, etc. 

Business Analytics training using R: Topics

Topics covered

  1. Understanding Business Analytics
    • Importance of data in business
    • Framework of business analytics
    • Data-driven decision making
  2. Understanding R in detail
    • Basics of R
    • Introduction to R libraries
    • Data structures and data types in R
    • Operators, control structures and functions in R
    • Programming in R
  3. Data preprocessing and cleaning
    • Data inspection and anomaly detection
    • Data manipulation
    • Preparing tidy data
  4. Data visualisation
    • Charts and exploratory graphs
    • Relationship plots
  5. Supervised learning
    • Classification techniques – decision tree and random forest
    • Regression – Simple, multiple and logistic regression
    • Time series Analysis –ARIMA and seasonal ARIMA Modelling
  6. Unsupervised learning
    • Clustering techniques – K means clustering, hierarchical clustering
    • Association Rule Learning - Apriori
  7. Text analytics
    • Sentiment analysis
    • Network and Social media analysis.

Scenarios covered in the training:

  • Modelling customer segmentation
  • Customer sentiment analysis
  • Credit risk modelling
  • Social network analysis
  • Social media analysis
  • Process and predictive modelling
  • Capability baselines
  • Attrition analysis
  • Market basket analysis and others.

Training locations: Bengaluru, Delhi, Mumbai, Pune, Hyderabad, Kolkata, Chennai

Training Calendar

 

Month Date Location
July 12 - 16 Bengaluru
19 - 23 Mumbai
August 7 - 11 Bengaluru
30 - 3 Delhi (Noida)
September 6 - 10 Bengaluru
13 - 17 Pune

For registration and enquiry, please write to in-fmdxtraining@kpmg.com

Cell: +91 9061342432 (Raynette Furtado)

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