Certificate Course in Business Analytics

Our flagship course spanning over 3 months gives candidates thorough grounding of various concepts, tools required to succeed in Data Scientist role. This is a hybrid course that will teach you various software programming and data analytics.

Course Outline [Duration: 3.5 months]

Core Concepts

  • Regression
  • Decision Tree
  • Neural Network
  • Association Rules
  • Time Series Analysis
  • Principal Component Analysis

Statistical Tools

  • SAS
  • Excel
  • Rapid Miner
  • R Studio
  • Introduction to Octave


  • SQL
  • R
  • SAS

Operating Systems

  • Linux


  • Postgres
  • Introduction to Hadoop

Soft Skills

  • Communication Skills
  • Interview Techniques
  • Report Writing
  • Presentation Skills


Graduates/ Post graduates from Engineering, Mathematics, Statistics


I am so pleased that I chose Data Science lab as the kind of attention and support being provided here would not have been possible elsewhere. Ms. Preeti Pandhu is an excellent teacher and a great mentor. The knowledge and guidance I am receiving here is priceless. It has been a wonderful experience so far. I am extremely thankful to her for all the hard work and dedication.

- Dhaval Popat (ICICI Bank)


Many thanks to Preeti for designing a wonderful course on Data Science which is not only perfect for experienced professionals but also equally good for people who want to venture into this field. Being an experienced Data warehousing professional I found the course meeting all my learning objectives and is excellent stepping stone towards Analytics which goes hand in hand with DWH. I wish Preeti all the best in all her endeavors.

- Debashish Nath (SAS R&D India)


I am studying "Be Data Smart" course in Data Science Lab. Preeti is an ideal trainer who pays attention to each and every doubt and endeavors to clear them immediately. She pays individual attention and makes sure to proceed ahead with the course only when the student completely assimilates the content. With her I am assured that I will learn both R and Statistics and also learn the means to apply statistics through R to solve complex business problems.

- Kaustuv Baral (KPIT Technologies)