Learning in Public

There's a lot I want to learn, and a lot I've learned and yet to be documented. Here's where I list both.

I will check the checkbox only after writing about it.

Computer Science

Algorithms

• Basic Foundation
• Asymptotic Notation

• Complexity (Big O notation)

  • Size complexity
  • Time complexity
• Recursion and Backtracking
• Greedy Algorithms
• Divide and Conquer Algorithms
• Dynamic Programming

• Sorting

  • Bubble
  • Insertion
  • Selection
  • Merge
  • Heap
  • Quick
  • Tree
  • Counting
  • Bucket Sort
  • Radix Sort

• Searching

  • Binary search
• Pattern matching
• Hashing

Data Structures

• Strings

• Lists

  • Arrays

  • Linked lists

    • Singly linked lists
    • Doubly linked lists
    • Circular linked lists
• Stack
• Queue
• Hash tables

• Trees

  • Tries
  • Binary tree
  • Segment tree
  • AVL tree
• Priority Queues & Heaps
• Graph

Computer Networks

• Basic terminology to get started with networks
• TCP/IP Model
• Physical Layer
• Data link layer
• Network Layer
• Transport Layer
• Application Layer

Operating Systems

• Basics

  • What is Operating System?
  • Boot Block (What happens when you press power on in operating system?)
  • Types of Computer Memory
  • Difference b/w 32-bit and 64-bit OS
  • UEFI
• System Architecture
• CPU Scheduling
• Process Synchronization
• Deadlock
• Processess & Threads
• Memory Management
• File and Disk Management

Database Systems Concepts and Design

• Fundamentals of Databases

  • Models
• Entity Relationship Model
• ER Relational Mapping
• Normalization
• Functional Dependencies
• Transactions and Concurrency Control
• Indexing, B, B+ Tress
• SQL
• NoSQL (MongoDB, Firebase)
• GraphQL

Data Analysis

Information Visualization

• Foundations

  • Introduction to Visualization
  • Information Visualization
  • Data Abstraction and Data Transformation
  • Graphs and Visualization Strategies

• Applied Perception

  • Human Perception and Visualization
  • Color and Visualization

• Advanced Techniques

  • Visualization of Geographical data
  • Visualization of Network data
  • Visualization of Temporal data
  • Interaction and Visualization

JavaScript

Language Concepts

• Scope & Closures

  • Scope
  • Lexical Scope
  • Function vs. Block Scope
  • Hoisting
  • Scope Closures

• this & Object Prototypes

  • this
  • objects
  • Prototypes
  • ES6 class

• Types & Grammar

  • Types
  • Values
  • Natives
  • Coersion
  • Grammar

• Async & Performance

  • Async
  • Callbacks
  • Promises
  • Generators
  • Program Performance
  • Benchmarking & Tuning
  • Async Patterns

• ES6 +

  • Updated Syntax
  • Async Flow Control
  • Collections
  • API Additions
  • Meta Programming

Related concepts

• Cookies
• File Handling
• Below Javascript (JavaScript Engine)
• How browser works!
• Scrolling
• Drag n' Drop

Frameworks/Libraries

• React

Python

Language Concepts

• Basics

  • Python data types
  • What is the importance of indentation?
  • Comments and Documentation
• Operators
• Variable scope and binding
• List and its methods
• Dictionary and its methods
• groupby()
• Iterables and Iterators
• Functions
• Decorators
• Classes
• String and its methods
• Diff between Module and Package
• Math Module
• Complex Module
• Collections Module
• Operators Module
• JSON Module
• The os module
• locale module
• Itertools Modul
• Asyncio Module
• Functools Module
• tkinter
• Generators
• regex
• Context Managers
• Subprocess
• Type Hints
• Garbage Collection
• Multiprocessing
• Sockets
• Websockets

Frameworks/Libraries

• Flask
• Django
• Celery
• RabbitMQ

DevOps and CI/CD

• Docker
• Creating a Pipeline
• Kubernetes