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Offline weekend Analytics Bootcamp, Gurgaon, Delhi NCR

Analytics Vidhya Bootcamp

Analytics Vidhya is running a weekend Analytics Bootcamp in Gurgaon. There are only 10 seats available, so register for them, before they get filled.

 

Details:

Duration: 7th March 2015 – 7th June 2015, Saturday and Sunday 10:00 a.m. – 1:00 p.m.

Fees: INR 35,000 + taxes (one time advance payment)

Location: Gurgaon (easy access by Delhi Metro)

Interested people, please sign up using the form below. If you need more details, please feel free to call us on +91-124-4264086

 

Salient Features:

  • Case study based hands on boot camp
  • Live guidance from faculty to solve Kaggle problems
  • Group project with team members to provide team learning
  • More than 60 hours of classroom interaction

 

Detailed curriculum:

 

Introduction to Business Analytics

  • Overview
  • Analytics Spectrum
  • Common Terminology & designations
  • Applications of Business Analytics
  • Analytics Careers
  • Analytics Project Life Cycle
  • Case Study

 

Excel & Data Visualization:

  • Formulas
  • Referencing
  • Functions
  • VLOOKUP/ HLOOKUP
  • Pivot Tables
  • Conditional Formatting
  • Charts
  • Types of charts
  • Selecting charts
  • Dashboarding case study

 

SAS:

  • Base SAS
  • Import and exporting data
  • PROC SQL
  • Joins

 

Statistics:

  • Introduction
  • Basics
  • Mean
  • Median
  • Mode
  • Measures of Dispersion
  • Uses of dispersion
  • Probability
  • PDF
  • Binomial Distribution
  • Normal Distribution
  • Central Limit Theorem
  • Estimations
  • Hypothesis Testing
  • Type I/II Errors

 

Modeling:

  • Introduction
  • What is it?
  • Modeling Types
  • ANOVA
  • Correlation
  • Simple Regression
  • Multiple Regression
  • Logistic Regression
  • Case Study – Kaggle problem
  • Decision Tree
  • Case Study – Kaggle problem
  • Hypothesis Generation
  • Data Manipulations
  • Model Building
  • Case Study
  • Time Series
  • Clustering
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