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
- 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
