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2 Core
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- Database Systems
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    00 Intro
    
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- Digital Design
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  - 01 Intro
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  - Practicals
    
    Practicals
    
    01
    
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    04
    
    05
    
    06
    
    07
    
    08
- Object Oriented Programming
  Object Oriented Programming
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3 Core
3 Core
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  - 09 Cache Optimization
  - Lab
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    00 Setup
    
    01
    
    02
    
    07 Procedures
    
    08 Procedures 2
    
    09 Floating Point
- Computer Networks
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- Design & Analysis of Algorithms
  Design & Analysis of Algorithms
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CS Electives
CS Electives
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  - 01
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- LLM
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- Optimization for AI
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- RL
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- Sports Analytics
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  - 01 Foundations
    01 Foundations
    
    Course Information
    
    Pythagorean Expectation
    
    Why Python?
    
    03
    
    Linear Regression
    
    2 Types of regression analyses
    
    Hot Hand
    
    Nb
    Nb
    
    English Premier League (EPL) Pythagorean Predictor
    
    02.01
    
    02.02
    
    02.03
    
    Visualizing sports data: basketball
    
    Visualizing Sports Data
    
    Visualizing sports data: baseball
    
    04.01
    
    Week 4.1 - Introduction to Regression Analysis
    
    Regression Analyses with Cricket Data
    
    The Salary-Performance Relationship in the English Premier League
    
    Salaries and Performance in the National Hockey League (NHL)
    
    Salaries and Performance in Major League Baseball
    
    Explaining Relationships Using Regression Analysis
    
    06.01
    
    Using Summary Statistics to Examine the "Hot Hand"
    
    06.03
    
    06.04
- Tiny ML
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Economics
Economics
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HSS Electives
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  - 01 Intro
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  - 09 Class Presentations
  - Project
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    Report on 'The Uncontrolled Rise of China'
    
    Presentation
- Politics
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Management
Management
- Accounts
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  - 01 Introduction
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  - 07 Analysis of Financial Statements
  - Side Quests
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    Current Maturity
    
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- Business Analytics
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- Consulting
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  - 02 Management Consulting
- Corporate Finance
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- DRM
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  - 99 Risk Neutral Valuation
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Masters
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Math Electives
Math Electives
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Mech
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Misc
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School
School
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  - 01 Trignometric
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Tools
Tools
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    Numpy
    
    01
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    ONNX
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    01
    
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    01 Performance Optimization
    
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    Nicegui
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    Matplotlib
    
    01
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    Plotly
    
    01
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    AWS
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    Basics
    
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    Unit Testing
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    03 IDK
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    ArduinoUniqueID Library
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- NLP
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    Spacy
- PowerPlatform
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    PowerApps
    
    Basics
    
    01 Getting Data
    
    02 Displaying Data
    
    Forms
    
    Patching
    
    Performance
    
    Miscellaneous
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    PowerAutomate
    
    01
  - PowerBi
    
    PowerBi
    
    01
  - SharePoint
    
    SharePoint
- Presentation
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  - Pandoc Beamer
- Programming Languages
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  - PHP
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    Python
    
    Python
    
    Creating Packages
    
    Concurrency
- PyPSA
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- Video
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  - Manim
    
    Manim
  - OBS Studio
    
    OBS Studio
    
    01
  - Auto editor
    
    Auto editor
  - Ffmpeg
    
    Ffmpeg
- Web Dev
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  - HTML
    
    HTML
  - MERN
    
    MERN
    
    MongoDB
    
    MongoDB
    
    Node
    
    Node
    
    Node Express
    
    Node Express
    
    React
    
    React
    
    Million

Table of contents

References

Business Analytics¶

References¶

Market Research | IIT Madras
Business Analytics | IIT Madras
Business Data Management | IIT Madras
Customer Lifetime Value | Edward Malthouse

Last Updated: 2024-05-14 ; Contributors: AhmedThahir, web-flow

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