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Uni Notes

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2 Core
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    00 Intro
    
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  - 01 Intro
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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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  - 09 Cache Optimization
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    00 Setup
    
    01
    
    02
    
    07 Procedures
    
    08 Procedures 2
    
    09 Floating Point
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CS Electives
CS Electives
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- LLM
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- Optimization for AI
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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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  - Project
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    Report on 'The Uncontrolled Rise of China'
    
    Presentation
- Politics
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Management
Management
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  - 01 Introduction
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  - Side Quests
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- Business Analytics
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- Consulting
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  - 02 Management Consulting
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- DRM
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  - 99 Risk Neutral Valuation
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- Lean
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  - 01 Introduction
- Revenue Optimization
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  - 01 Introduction
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Masters
Masters
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Math Electives
Math Electives
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Mech
Mech
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Misc
Misc
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School
School
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- Linux Fundamentals
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- Math
  Math
  - 01 Trignometric
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Tools
Tools
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  - Facebook Prophet
    
    Facebook Prophet
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    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
    
    Introduction
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    Introduction
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    Streamlit
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    Sympy
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    Tensorflow
    
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    Flask
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    Robyn
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    Streamlit
    
    Introduction
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    Nicegui
- Apps
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- Data Visualization
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    Matplotlib
    
    01
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    Networkx
    
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    PyVis
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    Plotly
    
    01
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    DuckDB
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    Introduction
    
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    03 IDK
- Google Sheets
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- IoT
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    ArduinoUniqueID Library
    
    ArduinoUniqueID Library
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    RaspberryPi
- NLP
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    Spacy
- PowerPlatform
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  - PowerApps
    
    PowerApps
    
    Basics
    
    01 Getting Data
    
    02 Displaying Data
    
    Forms
    
    Patching
    
    Performance
    
    Miscellaneous
  - PowerAutomate
    
    PowerAutomate
    
    01
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    PowerBi
    
    01
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    SharePoint
- Presentation
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  - Pandoc Beamer
- Programming Languages
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    Concurrency
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    Manim
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    01
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    Ffmpeg
- Web Dev
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    HTML
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    MERN
    
    MongoDB
    
    MongoDB
    
    Node
    
    Node
    
    Node Express
    
    Node Express
    
    React
    
    React
    
    Million

References¶

NiceGUI | R3ap3rPy
NiceGUI | Turtle Code

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

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