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computer-science-in-a-nutshell's Introduction

Computer Science - In a Nutshell

MODULE 1 - LEARN TO CODE

Part 1. Programming Languages and Paradigms

  1. C
  2. C++
  3. Java
  4. Python
  5. JavaScript
  6. Scala

Part 2. Data Structures and Algorithms

  1. Problem Solving

MODULE 2 - NETWORKING

Part 3. Networking

  1. Theory
  2. Practice with Python

MODULE 3 - DATA MANAGEMENT

Part 4. SQL

  1. DBMS with PostgreSQL

Part 5. NoSQL

  1. NoSQL with MongoDB
  2. Cassandra

Part 6. In-memory Database

  1. Redis

MODULE 4 - UNDERSTANDING COMPUTERS

Part 7. Hardware

  1. Computer Architecture and Organization

Part 8. Operating Systems

  1. OS

Part 9. Software (a generic intro and skills)

  1. Design Patterns
  2. Software Testing and Management

MODULE 5 - SOFTWARE DEVELOPMENT

Part 10. Language Development

  1. Theory of Computation
  2. Compiler Design

Part 11. Desktop Applications

  1. GUI using Qt Framework

Part 12. Web Applications

  1. Front End
  2. Back End
  3. Modern Concepts

Part 13. Games

  1. Game Maths and Physics
  2. Graphics Theory
  3. Graphics API - DirectX
  4. Game Engine - Unreal

MODULE 6 - OPERATIONS

Part 14. Linux

  1. Linux

Part 15. Cloud

  1. Cloud
  2. AWS
  3. Docker and Kubernetes

MODULE 7 - MATHEMATICS

Part 16. Maths

  1. Linear Algebra
  2. Multivariate Calculus
  3. Probability and Stats
  4. Signals and Systems

MODULE 8 - ML and AI

Part 17. ML and AI

  1. Pattern Recognition and ML
  2. Time Series Analysis
  3. AI
  4. Deep Learning
  5. Reinforcement Learning

Part 18. Applications

  1. NLP
  2. Computer Vision

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