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2 Core
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    00 Intro
    
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    09
- Digital Design
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- MicroProcessors & Interfacing
  MicroProcessors & Interfacing
  - 01 Intro
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  - 11 Pin Out Control Data
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  - Practicals
    
    Practicals
    
    01
    
    02
    
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    04
    
    05
    
    06
    
    07
    
    08
- Object Oriented Programming
  Object Oriented Programming
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3 Core
3 Core
- Compiler Contruction
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  - 01 Intro
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  - 09 Cache Optimization
  - Lab
    Lab
    
    00 Setup
    
    01
    
    02
    
    07 Procedures
    
    08 Procedures 2
    
    09 Floating Point
- Computer Networks
  Computer Networks
- Design & Analysis of Algorithms
  Design & Analysis of Algorithms
- Immunology
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  Principles of Programming Languages
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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
HSS Electives
- Foreign Policy
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- IDS
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- International Relations
  International Relations
  - 01 Intro
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  - 06 Softpower
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  - 08 Role of Economics in IR
  - 09 Class Presentations
  - Project
    Project
    
    Report on 'The Uncontrolled Rise of China'
    
    Presentation
- Politics
  Politics
Management
Management
- Accounts
  Accounts
  - 01 Introduction
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  - 07 Analysis of Financial Statements
  - Side Quests
    Side Quests
    
    Current Maturity
    
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- Business Analytics
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- Consulting
  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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- Fintech
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- Lean
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- MBFM
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- Management
  Management
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- Operations Management
  Operations Management
  - 01 Introduction
- Revenue Optimization
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  - 01 Introduction
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  Risk and Decision Analysis
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Masters
Masters
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- IELTS
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Math Electives
Math Electives
- Numerical Analysis
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- Optimization
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Mech
Mech
- FEA
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Misc
Misc
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  AI Healthcare
- Design
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  Digital Transformation Best Practices
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  Energy
- Reproducible Research
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School
School
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- Linux Fundamentals
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- Math
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  - 01 Trignometric
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Tools
Tools
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- AI & Data
  AI & Data
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    Facebook Prophet
  - IBIS
    
    IBIS
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    Lux
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    MLFlow
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    Marimo
  - Numpy
    
    Numpy
    
    01
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    ONNX
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    OpenCV
  - Pandas
    
    Pandas
    
    01
    
    02
  - Polars
    
    Polars
    
    Introduction
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    PyTorch
    
    Introduction
    
    Basic Model
    
    Architectures
    
    Advanced
    
    Performance Optimization
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    Scipy
    
    01
    
    Regression
    
    Jax
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    Sklearn
    
    01 Performance Optimization
    
    Custom
    
    Persistence
    
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  - Sktime
    
    Sktime
    
    Introduction
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    StatsModels
    
    Introduction
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    Streamlit
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    Sympy
  - Tensorflow
    
    Tensorflow
    
    TensorFlow
    
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    TensorFlow Lite Micro
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    Httpx
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    Pywav
- API
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    FastAPI
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    Flask
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    Robyn
- App Dev
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    Streamlit
    
    Introduction
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    Nicegui
- Apps
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- Data Visualization
  Data Visualization
  - Matplotlib
    
    Matplotlib
    
    01
  - Networks
    Networks
    
    Networkx
    
    Networkx
    
    PyVis
    
    PyVis
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    Plotly
    
    01
- Databases
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    DuckDB
- DevOps
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  - AWS
    
    AWS
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    Azure
  - CML
    
    CML
  - Docker
    
    Docker
  - Git
    
    Git
    
    Basics
    
    CI/CD
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    Unit Testing
- Documentation
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    Latex
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    Markdown
  - Mermaidjs
    
    Mermaidjs
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    Quarto
- FEA
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    Abaqus
    
    Introduction
    
    Python Scripting
    
    03 IDK
- Google Sheets
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- IoT
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  - Arduino
    
    Arduino
    
    Basics
    
    WiFi Connectivity
    
    ArduinoUniqueID Library
    
    ArduinoUniqueID Library
  - RaspberryPi
    
    RaspberryPi
- NLP
  NLP
  - Spacy
    
    Spacy
- PowerPlatform
  PowerPlatform
  - PowerApps
    
    PowerApps
    
    Basics
    
    01 Getting Data
    
    02 Displaying Data
    
    Forms
    
    Patching
    
    Performance
    
    Miscellaneous
  - PowerAutomate
    
    PowerAutomate
    
    01
  - PowerBi
    
    PowerBi
    
    01
  - SharePoint
    
    SharePoint
- Presentation
  Presentation
  - Pandoc
  - Pandoc Beamer
- Programming Languages
  Programming Languages
  - PHP
  - Python
    
    Python
    
    Python
    
    Creating Packages
    
    Concurrency
- PyPSA
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- Video
  Video
  - Manim
    
    Manim
  - OBS Studio
    
    OBS Studio
    
    01
  - Auto editor
    
    Auto editor
  - Ffmpeg
    
    Ffmpeg
- Web Dev
  Web Dev
  - HTML
    
    HTML
  - MERN
    
    MERN
    
    MongoDB
    
    MongoDB
    
    Node
    
    Node
    
    Node Express
    
    Node Express
    
    React
    
    React
    
    Million

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IIM Ahmedabad Consult Prep Book

Last Updated: 2024-12-26 ; Contributors: AhmedThahir, web-flow

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