Be Data Smart

Businesses are generating humungous amount of data these days through various sources. They are finding it difficult to make sense of that data and gain meaningful insight. The main reason is acute shortage of manpower with requisite analytics skills. Learn to swim in an ocean called Analytics. This is our most popular course for people from non-analytics background. Gain in-depth understanding of very basics of analytics using powerful data analysis language R.

Course Outline [Duration: 70 Hours]

  • Getting started with R
  • Data Preparation Using R
  • Sample Statistics
  • Data Visualization Using R
  • Probability and Probability Distribution
  • Sampling and Sampling Distribution
  • Statistical Tests
  • Pre requisite to Predictive Modelling
  • Fitting a Model to Data:
    • Simple linear regression
    • Interpretation of Results
    • Assumptions Validations
  • Introduction to Multiple regression analysis
  • Logistic regression
  • Decision Tree
  • Market Basket Analysis
  • Clustering Techniques: k -means Clustering
  • k nearest neighbors
  • Introduction to Time Series Forecasting

Eligibility

Students or professionals from faculties like MBA / BE or with non-statistical background

Testimonials

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)

Testimonials

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)

Testimonials

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)