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
-
Applied Perception
-
Advanced Techniques
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