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1 Core
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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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    10 DFS
- Database Systems
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  - Practicals
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    00 Intro
    
    01
    
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    07
    
    08
    
    09
- Digital Design
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- Math 3
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- MicroProcessors & Interfacing
  MicroProcessors & Interfacing
  - 01 Intro
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  - 11 Pin Out Control Data
  - 12 Pin Out System
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  - 16 IO Interfacing
  - Practicals
    
    Practicals
    
    01
    
    02
    
    03
    
    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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- Computer Architecture
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  - 01 Intro
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  - 06 Datapath
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  - 08 Memory
  - 09 Cache Optimization
  - Lab
    Lab
    
    00 Setup
    
    01
    
    02
    
    07 Procedures
    
    08 Procedures 2
    
    09 Floating Point
- Computer Networks
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- Design & Analysis of Algorithms
  Design & Analysis of Algorithms
- Immunology
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- Operating Systems
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  Principles of Programming Languages
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CS Electives
CS Electives
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- AI
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- Blockchain
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- CSE
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  - 01
- Causal Inference
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- Deep Learning
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- DevOps
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- Federated Learning
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  - Devices
    
    Devices
    
    Color Sensor
    
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    Relay
    
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    Ultrasonic
- LLM
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- Machine Learning
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- NLP
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- NNFL
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- Optimization for AI
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- Programmable Electronics
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- RL
  RL
- Robotics
  Robotics
- 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
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  - 07 Analysis of Financial Statements
  - Side Quests
    Side Quests
    
    Current Maturity
    
    Insolvency
- Behavioral Economics
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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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- Financial Forensics
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- Fintech
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- Lean Six Sigma
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- 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
  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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- Risk and Decision Analysis
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School
School
- Computer Science
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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
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  - Facebook Prophet
    
    Facebook Prophet
  - IBIS
    
    IBIS
  - Lux
    
    Lux
  - Numpy
    
    Numpy
    
    01
  - OpenCV
    
    OpenCV
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    Pandas
    
    01
    
    02
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    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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    Httpx
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- Apps
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    Matplotlib
    
    01
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    01
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    03 IDK
- Google Sheets
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    01 Getting Data
    
    02 Displaying Data
    
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    Performance
    
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    PowerAutomate
    
    01
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    01
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    Manim
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    01
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- Web Dev
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    Node
    
    Node
    
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    Node Express
    
    React
    
    React
    
    Million

Table of contents

References

Tensorflow¶

References¶

Learn TensorFlow and Deep Learning (beginner friendly code) | Daniel Bourke

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

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