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

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

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
  • Introduction to Operating Systems
  • 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

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

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

Cloud

• Docker
• Creating a Pipeline
• Kubernetes