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2 Core
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- Data Structures & Algorithms
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    01
    
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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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Finance Electives
Finance Electives
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  - 01 Introduction
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HSS Electives
HSS Electives
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- International Relations
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  - 09 Class Presentations
  - Project
    Project
    
    Report on 'The Uncontrolled Rise of China'
    
    Presentation
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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School
School
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  - 01 Trignometric
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Tools
Tools
- AI & Data
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    01
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    01
    
    02
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    Basic Model
    
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  - Scipy
    
    Scipy
    
    01
    
    Regression
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    Sklearn
    
    01 Performance Optimization
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    Streamlit
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    Sympy
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    Tensorflow
    
    01
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    Httpx
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- API
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- Apps
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- Data Visualization
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    Matplotlib
    
    01
  - Networks
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    Networkx
    
    PyVis
    
    PyVis
  - Plotly
    
    Plotly
    
    01
- Databases
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- DevOps
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    CML
  - Git
    
    Git
    
    Basics
    
    CI/CD
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    Unit Testing
- Documentation
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  - Latex
    
    Latex
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    Mermaidjs
- FEA
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    Abaqus
    
    Introduction
    
    Python Scripting
    
    03 IDK
- Google Sheets
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- IoT
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    Arduino
    
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    WiFi Connectivity
    
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- NLP
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- PowerPlatform
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    Basics
    
    01 Getting Data
    
    02 Displaying Data
    
    Forms
    
    Patching
    
    Performance
    
    Miscellaneous
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    PowerAutomate
    
    01
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    PowerBi
    
    01
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- Programming Languages
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    Python
    
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    Creating Packages
- Video
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  - Manim
    
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    OBS Studio
    
    01
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    Ffmpeg
- Web Dev
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    HTML
  - MERN
    
    MERN
    
    MongoDB
    
    MongoDB
    
    Node
    
    Node
    
    Node Express
    
    Node Express
    
    React
    
    React
    
    Million

Table of contents

References

Fintech¶

References¶

https://www.youtube.com/watch?v=90JWoR9MfYU&list=PLUl4u3cNGP61Q_RVDn6srWbLV_zFnd9n0

Last Updated: 2024-05-12 ; Contributors: AhmedThahir

Comments

07 Capital Structure