Cover image for Experiments With Data
Login/ Signup

About 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 

Registration Fee

Free