Experiments With Data

This Course has been shifted to our Trainings platform. You can access it from here.

The Analytics workshop by Analytics Vidhya is going to be a highly interactive experience. It will be led by practitioners with first-hand experience. This workshop is best suited for people who want to upscale their knowledge in analytics.

No doubt this is going to be a very engaging and informative chance for you to put certain steps forward in your analytics career. You will get to know a lot of information and tips and tricks. At the end you will get a practice problem to solve and the best possible techniques to be applied.

The goal of this workshop is to provide a forum for exchanging ideas and information in the emerging field of analytics and Big Data.

Agenda:

• Introduction to Business Analytics

  • Introduction to Workshop
  • What is Business Analytics?
  • Spectrum of Business Analytics
  • Applications of Analytics
  • Various Designations / Job roles

• Model Building Stages

  • Hypothesis Generation
  • Data Exploration
  • ML Algorithm Selection (Types of Model)
  • Training Model (Train & Test split)

• Model Building Steps (Hands on Experience on a Practice Problem)

  • Hypothesis Generation
  • Univariate and Bivariate
  • Charts
  • Algorithm Selection
  • Model Building
  • Prediction

• Resources

  • Python
  • R
  • Excel
  • Learning Path