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2 Core
2 Core
- Data Structures & Algorithms
  Data Structures & Algorithms
  - 01 Algorithms
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    00 Practice Lab
    
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- Database Systems
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  - Practicals
    Practicals
    
    00 Intro
    
    01
    
    02
    
    03
    
    04
    
    05
    
    06
    
    07
    
    08
    
    09
- Digital Design
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  - 01 Intro
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  - 10 Pin Out Address
  - 11 Pin Out Control Data
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  - Practicals
    
    Practicals
    
    01
    
    02
    
    03
    
    04
    
    05
    
    06
    
    07
    
    08
- Object Oriented Programming
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3 Core
3 Core
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    00 Setup
    
    01
    
    02
    
    07 Procedures
    
    08 Procedures 2
    
    09 Floating Point
- Computer Networks
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CS Electives
CS Electives
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  - 01
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    Ultrasonic
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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
  Tiny ML
Finance Electives
Finance Electives
- Accounts
  Accounts
  - 01 Introduction
  - 02 Principles of Accounting
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  - 07 Analysis of Financial Statements
  - Side Quests
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    Current Maturity
    
    Insolvency
- Behavioral Economics
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  - Introduction
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- DRM
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  - 99 Risk Neutral Valuation
- Development Economics
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  - Introduction
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- Econometrics
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- Economics
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- Financial Management
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- Fintech
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- Lean Six Sigma
  Lean Six Sigma
- MBFM
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- New Venture Creation
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- Operations Management
  Operations Management
  - 01 Introduction
- Revenue Optimization
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  - 01 Introduction
  - Airline Industry
- SAPM
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- Strategic Management
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HSS Electives
HSS Electives
- IDS
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- International Relations
  International Relations
  - 01 Intro
  - 02 History
  - 03 Current World
  - 04 Theories of IR
  - 05 Issues of IR
  - 06 Softpower
  - 07 Poverty
  - 08 Role of Economics in IR
  - 09 Class Presentations
  - Project
    Project
    
    Report on 'The Uncontrolled Rise of China'
    
    Presentation
Math Electives
Math Electives
- Numerical Analysis
  Numerical Analysis
- Optimization
  Optimization
Mech
Mech
- FEA
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Misc
Misc
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- Digital Transformation Best Practices
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- Risk and Decision Analysis
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School
School
- Computer Science
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- Linux Fundamentals
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- Math
  Math
  - 01 Trignometric
  - 02 Integration
Tools
Tools
- AI & Data
  AI & Data
  - Model Specification
  - Facebook Prophet
    
    Facebook Prophet
  - IBIS
    
    IBIS
  - Lux
    
    Lux
  - Numpy
    
    Numpy
    
    01
  - OpenCV
    
    OpenCV
  - Pandas
    
    Pandas
    
    01
    
    02
  - PyTorch
    
    PyTorch
    
    PyTorch
    
    Basic Model
    
    Architectures
    
    Advanced
    
    Performance Optimization
  - Scipy
    
    Scipy
    
    01
    
    Regression
  - Sklearn
    
    Sklearn
    
    01 Performance Optimization
  - Streamlit
    
    Streamlit
  - Sympy
    
    Sympy
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    Tensorflow
    
    01
  - Httpx
    
    Httpx
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    Pywav
- API
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    FastAPI
  - Flask
    
    Flask
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    Robyn
- Apps
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  - Mermaidjs update
- Data Visualization
  Data Visualization
  - Matplotlib
    
    Matplotlib
    
    01
  - Networks
    Networks
    
    Networkx
    
    Networkx
    
    PyVis
    
    PyVis
  - Plotly
    
    Plotly
    
    01
- Databases
  Databases
  - DuckDB
    
    DuckDB
- DevOps
  DevOps
  - CML
    
    CML
  - Git
    
    Git
    
    Basics
    
    CI/CD
  - Unit Testing
    
    Unit Testing
- Documentation
  Documentation
  - Latex
    
    Latex
  - Mermaidjs
    
    Mermaidjs
- FEA
  FEA
  - Abaqus
    
    Abaqus
    
    Introduction
    
    Python Scripting
    
    03 IDK
- Google Sheets
  Google Sheets
  - GSheets API
  - Mail merge
- IoT
  IoT
  - Arduino
    
    Arduino
    
    Basics
    
    WiFi Connectivity
    
    ArduinoUniqueID Library
    
    ArduinoUniqueID Library
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    RaspberryPi
- NLP
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  - Spacy
    
    Spacy
- PowerPlatform
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  - PowerApps
    
    PowerApps
    
    Basics
    
    01 Getting Data
    
    02 Displaying Data
    
    Forms
    
    Patching
    
    Performance
    
    Miscellaneous
  - PowerAutomate
    
    PowerAutomate
    
    01
  - PowerBi
    
    PowerBi
    
    01
  - SharePoint
    
    SharePoint
- Programming Languages
  Programming Languages
  - PHP
  - Python
    
    Python
    
    Python
    
    Creating Packages
- Video
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  - 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

Table of contents

References

Lean Six Sigma¶

References¶

https://www.youtube.com/playlist?list=PLUl4u3cNGP60dsF8ICyGEiSJcTYzQWSVZ

Last Updated: 2024-01-24 ; Contributors: AhmedThahir

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