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2 Core
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- Data Structures & Algorithms
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- Database Systems
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    00 Intro
    
    01
    
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- Digital Design
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- MicroProcessors & Interfacing
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  - 01 Intro
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    01
    
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    05
    
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- 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
- Computer Networks
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  Design & Analysis of Algorithms
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CS Electives
CS Electives
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- AI
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  - Devices
    
    Devices
    
    Color Sensor
    
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- Optimization for AI
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- RL
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- Sports Analytics
  Sports Analytics
  - 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
  - 03 Process of Accounting
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  - 06 Cost of Sales & Inventories
  - 07 Analysis of Financial Statements
  - Side Quests
    Side Quests
    
    Current Maturity
    
    Insolvency
- Behavioral Economics
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- Business Analytics
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- Corporate Finance
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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 Forensics
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- Fintech
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- Lean Six Sigma
  Lean Six Sigma
- MBFM
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- New Venture Creation
  New Venture Creation
- Operations Management
  Operations Management
  - 01 Introduction
- Revenue Optimization
  Revenue Optimization
  - 01 Introduction
  - Airline Industry
- SAPM
  SAPM
- Strategic Management
  Strategic Management
HSS Electives
HSS Electives
- IDS
  IDS
- 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
Masters
Masters
- GRE
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  - English
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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
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- Digital Transformation Best Practices
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- DoE
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- Driving
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  - Introduction
- Energy
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- HR
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- Project Management
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- Reproducible Research
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- Risk and Decision Analysis
  Risk and Decision Analysis
- Systems Engineering
  Systems Engineering
- Team Management
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School
School
- Computer Science
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- Linux Fundamentals
  Linux Fundamentals
  - Bash
- Math
  Math
  - 01 Trignometric
  - 02 Integration
Tools
Tools
- Misc
- 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
    
    Introduction
    
    Basic Model
    
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    Advanced
    
    Performance Optimization
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    Scipy
    
    01
    
    Regression
    
    Jax
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    Sklearn
    
    01 Performance Optimization
    
    Custom
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    Streamlit
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    Sympy
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    Tensorflow
    
    01
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- API
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- App Dev
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    Streamlit
    
    Streamlit
- Apps
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- Data Visualization
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  - Matplotlib
    
    Matplotlib
    
    01
  - Networks
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    Networkx
    
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    Plotly
    
    01
- Databases
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- DevOps
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    Basics
    
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- Documentation
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    Latex
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- FEA
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  - Abaqus
    
    Abaqus
    
    Introduction
    
    Python Scripting
    
    03 IDK
- Google Sheets
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- IoT
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  - Arduino
    
    Arduino
    
    Basics
    
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    ArduinoUniqueID Library
    
    ArduinoUniqueID Library
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    RaspberryPi
- NLP
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  - 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
- Programming Languages
  Programming Languages
  - PHP
  - Python
    
    Python
    
    Python
    
    Creating Packages
    
    Concurrency
- 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

Table of contents

References

Team Management¶

References¶

Onboarding your next engineer
Software Engineer Onboarding Like A Pro

Last Updated: 2024-05-14 ; Contributors: AhmedThahir

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Systems Engineering