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_cs,math_topics
c++
C++ Basics
C++ Arrays
C++ Functions
C++ OOP
Comments
Conditionals & Operators
Data types
Errors
Expressions
How C++ works
iostream - cout, cin, and endl
Keywords and naming identifiers
Literals and operators
loops
Objects and variables
Running a c++ file
Statements and the structure of a program
Uninitialized variables and UB
Variable assignment and initialization
C++
C++ Vectors
cybersecurity
Security +
Security +
Cybersecurity
graphics
Shaders
Some examples and user studies
Shapes
Shapes notes
Computer Graphics
journey log
material
OpenGL
p5.js notes
Perlin noise
linear alg
Vectors
Vector in code (+ basic operations)
Checking for properties
Linear algebra
PC
PC
python
Data structures
Dictionary comprehension
List (python)
List Comprehension
Tuples
Error Handling
Most type of common errors
pdb
Raising our own errors!
Try,Except,Else,Finally Blocks
File IO
File IO
JSON pickling
Modes for Opening files
Pickling
Reading with CSV files
Writing to CSV files
Functions
Abs(), Sum(), Round()
Any and all function
Common random functions
Documenting functions
filter function
Functions in Python
Lambdas
map function
min and max
Parameter ordering
reversed
Scope
sorted
zip
Intro
Data types & Data Structures
Looping in Python
Numbers and math
Variables and strings
Iterators and generators
Generators
Iterator vs Iterable
Leetcode
Group Anagrams
Modules
Built-in Modules
Custom Modules
External Modules
The __name__ variable
Notes
Compile time vs runtime
Dynamic vs Static
OOP
Creating classes
Deck of Cards exercise
GrumpyDict
Inheritance in Python
OOP Intro
Polymorphism in python
Underscores and Dunders
Properties
Python
Python Flashcards
Quantum Computing
Types
Photonic quantum computing
PsiQuantum
Quantum Computing
Tools
Docker
Fast API
REST API
Virtual environment
unity
_Resources
Animations
Caching
Cinemachine
Colliders and rigidbodies
difference between transform and Transform
Freezing constraints
IEnumerator and Coroutines
Input Manager (old)
Invoke()
Materials and Textures
Particle effects
Playing sound with movement
Playing sound with scene change
Rotating player
Scenes
Sound
Tags
Time
Vector3
Player
Unity Input System
Projects
Argon Assault
C Sharp
Game Design
Input System (new)
Lighting
Making obstacles move
math in unity
Mathf.Clamp
Prefabs
Quaternions
Roll, Pitch, Yaw
Terrain
Timeline
Unity
Unity shortcuts
Using attributes
Vuforia + Unity
Command Line
News
Programming languages
🐣Spring & SpringBoot
core_concepts
AOP (Aspect Oriented Programming)
Bean
DI (Dependency Injection)
IoC (Inversion of Control)
@ConfigurationProperties
@SpringBootApplication
⭐Spring MVC
🐣Spring & SpringBoot
Application Execution Process
Architecture
Basic Dependencies
Data Transfer Object (DTO)
EJB briefly explained
Event Architecture
Getting Started with Spring MVC
Gradle
Handling File Uploads
Handling Response Data
HTTP requests in SpringBoot
Layered Architecture
POJO vs JavaBeans
Project Structure
Reading Spring official docs
Spring Boot Project Initialization
Spring Boot Starter
Spring Framework & Ecosystem
Spring Servlet
Spring's Core Modules
Spring's main philosophies
Starting a Spring Boot Application
Understanding Spring Boot
Various Dependencies
WAS vs Web Server
과제 노트&자료정리
ai
ai basics
HuggingFace
_Resources
Terminology
AutoTrain
Character based tokenization
Datasets
Inference API
Models
Pipeline function
Subword-based tokenization
Transformers library
Word-based tokenization
Pipelines
Automatic Speech recognition
Conversation (deprecated)
Mask Filling
Named entity recognition
Object detection
Question answering
Summarization
Text generation
Translation
Zero-shot Audio Classification
Zero-shot classification
HuggingFace
Huggingface jargons and stuffs
sentence-transformers library
Tools
AutoGen
_Resources
Untitled
Building Blocks
Agent
Best Practices
Code Executors
Human Feedback in Agents
Human input mode
Multi-agents conversations
Code
assis_proxy_agent.py
ConversableAgent.py
ConversibleAgent.py
never_mode.py
simple_code_executor.py
terminate_mode.py
AI Agents
AutoGen
Google Cloud
_Resources
Terminology
Vertex AI Embeddings API
Vertex AI Matching Engine
Google Cloud
Grounding an LLM
LangChain
Templates
ChatPromptTemplate
PromptTemplate
TextSplitter
RecursiveCharacterTextSplitter
LangChain
LCEL (LangChain Expression Language)
load_summarize_chain
LangGraph
LangGraph
deep learning
Deep learning
DeepSeek
DeepSeek
machine learning
_Numpy Stack
Numpy
Dot product
Matrices
np.random
NumPy arrays vs Python lists
Shapes & dimensions
What it does (an overview)
Matplotlib
NumPy
The Stack
_Supervised
Classification
Regression
_Unsupervised
Anomaly Detection
Dimensionality Reduction
Clustering
Machine Learning
mlops
Considerations
ML in Research VS in Production
ML systems VS Traditional Software
When to use ML systems
Steps
Business analysis
Business metrics VS ML metrics
Deployment
Framing ML Problems
ML model development
Monitoring and continual learning
Requirements for ML systems
Scoping
Data Engineering
MLOps
MLOps engineer
NLP
NLP (Natural Language Processing)
stable diffusion
ComfyUI
Models
== AI ==
AI 인프라 - 구글 클라우드에서 학습
BERT
CLIP
HOW TO STUDY AI
Model Context Protocol (MCP)
PyTorch
Transformers
AI,Web3
AI Network와 Open Protocol
Resources
Smart contract
Web3 AI 랩 2기 기초 교육 자료
탈중앙화의 필요성 및 Web3의 철학적 기반 이해
AWS
folder
1.getting_started
3 Network Zones (imp)
AWS Infrastructure (Regions, AZs, Edge locations)
Basics - Course Supplement
Business Continuity Plan (BCP)
Cloud Computing Responsibility
CloudEndure Disaster Recovery
2.accessing_services
Amazon Resource Name (ARNs)
AWS Accounts
AWS Pricing & Cost Management
Different Ways of Accessing AWS
3.aws_security
Audit Manager
AWS Artifacts
CloudHSM
CloudTrail & GuardDuty
Detective
Firewall Manager
IAM & Identities
Inspector
KMS (Key Management Service)
Macie
Network Firewall
Secret Manager
Security Hub
Security matters
Shield
Single Sign-On & Active Directory
The Shared Responsibility Model, Protecting your account
WAF (Web App Firewall)
4.compute
AWS ParallelCluster
Bottlerocket
Cloud Computing
Compute services
Container Registry
Containers
EC2
ECR (Elastic Container Registry)
ECS,EKS
example code
Fargate
High Performance Computing
Lambda
Serverless Service
5.vpc
IP Ranges (CIDR Blocks)
Network Access Control Lists (NACLs)
Private vs Public subnets
Security groups
Virtual Private Cloud (VPC)
6.dynamic_scaling
Dynamic Scaling
EC2 Auto Scaling
Elastic Load Balancer (ELB)
7.file_storage
EBS (Elastic Block Store)
EFS (Elastic File System)
File storage
FSx Lustre & Others
S3 (Simple Storage Service)
8.dbs
Databases (AWS)
DynamoDB
ElastiCache
RDS (Relational database service)
RDS Multi-AZ
9.networking
ACM (AWS Certificate Manager)
CDN (Content Delivery Network)
CloudFront
DNS (Domain name systems)
Global Accelerator
Route 53
S3 Transfer Acceleration
Speed Boosts
10.api
Amplify
API Gateway
AppSync
Cognito
11.simplification
(AWS) Copilot
AppRunner
Elastic Beanstalk
LightSail
Standardizing Service Implementations
12.app_integration
Amazon MQ
App integration
CloudMap
EventBridge
SES (Simple Email Service)
SNS (Simple Notification Service)
SQS (Simple Queue Service)
Step Functions
13.monitoring
CloudWatch
Monitoring workloads
XRay
14.managing
AWS Batch
AWS OpsWorks (End Of Life..)
Compute Optimizer
Systems Manager
15.data
Athena
AWS Data Lakes & Warehouses
AWS Kinesis
Cloud migration
CloudSearch
Connecting to cloud
Data Analytics
EMR (Elastic Map Reduce)
Glue
Grafana
OpenSearch
QuickSight
Redshift
16.management
AWS Config
AWS Organization (Multi-Account Environments)
CloudFormation & CDK
Control Tower
License Manager
RAM (Resource Access Manager)
17.dev_tools
A typical workflow
AWS Toolkit for VSCode
Cloud9 & CodeCommit
CodeBuild & CodeArtifact
CodeCommit
CodeDeploy
CodeGuru & DevOpsGuru
CodePipeline & CodeStar
18.others
AI+ML services
SageMaker
19.best
Acceptable Use Policy
The Trusted Advisor Tool
The Well-Architected Framework
The Well-Architected Tool
20.beyond
APN (AWS Partner Network)
AWS Marketplace
AWS Professional & Managed Services
AWS CLI
AWS services
Using gmails for AWS
books
Superintelligence - Nick Bostrom
c lang
syntax
Array - C
Data types - C
Magic numbers
Switch statement - C
C
functions in C
make command & CLI
cloud
cloud
Cloud Deployment & Service Models
clouddeploy
backend (deploy.js)
CloudDeploy
github actions for clouddeploy
server.js
Web2AudioBook
Web2AudioBook
Cloud
Public vs Private vs Hybrid vs Multi Cloud
cs + swe concepts
basics
Compiled VS Interpreted
General Compilation Process
Library VS Framework
language_design_approaches
Dynamic typing VS Static Typing
High level VS Low level
Top-down VS Bottom-up (OOP)
practices
Catching up with trends
Good practices
SWE
Software engineering
Procedural VS OOP
Programming Concepts
Test-Driven Development (TDD)
data structures
adt
Binary Heap
Dequeue
Dictionary
Graph
List
Priority Queue
Python Dictionary (Hashmap)
Queue
Tree
Algorithms
Sorting
Insertion Sort
Algorithms
ds
ArrayList
AVL Tree
B Trees
Binary Search Tree
Binary tree
Circular Array
LinkedList
Red Black Tree (balanced BST)
Tries
🦄Data Structures
Asymptotic Notation
Data structures introduction
Hash Map (Java)
Hash Table
HashMap VS HashSet (Java)
Heap
Java Implementation of Hash Table
Node
Resource Analysis
Set
Set in Python
Stack
Terminology - ADT, Data Structure, Implementation, Algorithm
TreeMap (Java)
TreeSet (Java)
Worst Case Analysis
database
SQL
full stack
backend
folders
apis
API Authentication
APIs
Server-side API Requests + Axios
Why APIs
basics
Backend Explained
Backend technologies
HTTP Fundamentals
JSON
Web Pages VS Web Applications
db
MongoDB
SQL vs NoSQL
tools
Custom middleware
Express middleware
Express.js
HTTP requests in Express
Next.js
nodemon
🖥️Backend
Firebase
GraphQL
gRPC
Microservice Architecture (MSA)
Serverless Architectures & APIs
frontend
folders
JavaScript
Array Methods
Async and Await
Basic syntax
Functions
JS Syntax Hacks
Node.js
Promises
Working with Immutable arrays
React
Components
Conditional Rendering
Debugging strategies
Forms and Controlled Elements
Handling Events
Hooks
JSX
Props (React)
React Developer Tools
React Fragment
Setting up React Project (environment)
State (React)
Writing React from Scratch
svelte
_resources
Actions
Bindings
Classes and styles
Event
Introduction (Svelte)
Logic
Props (Svelte)
Reactivity
Transitions
Web Dev
== CSS ==
Adding JS to websites
Bootstrap
DOM (Document Object Model)
HTML
Responsive Webpages
Separation of Concern (SoC)
Web design
== Svelte ==
confused with center
Frontend
full stack road map
goals
JavaScript
React
nextjs
data
fetching data
Request waterfall
App router vs Page router
Partial Prerendering
React Server Components
Static vs Dynamic Rendering
Streaming in next.js
cypress
full stack notes
next.js
qa
git
Branching
Branches
Extra features
Git diff
Git stash
Intro
Configuring Git
Git Commands
Git workflow (add and commit)
gitignore
What is Git
Writing atomic commits
Writing good commit messages
Connecting local git repo to server
Git
Git Fetch VS pull
Git rebase VS merge
Git Tags
Git upstream
Pull Request
java
Basic syntax
Java exception handling
Java packaging
Short circuit evaluation
Switch statements in Java
collections
ArrayList in Collections
Arrays in Java
HashMap
Java Collections Framework (JCF)
data_types
Data type operations & ranking
Final
Literals
Local VS Class VS Instance variables
Primitive vs Reference types
Type Conversion in Java
Unary Operators (단항 연산자)
java_classes
Math class
Scanner
String class
Wrapper class
lambda
Functional Interfaces & Descriptor
Lambda in Java
Method Reference
oop
Abstraction - Classes & Interfaces
Access modifiers (접근 제어자)
Class vs Instance methods
Class vs Instance variables
Classes & Instances
Composition
Constructor & this
DIP (Dependency Inversion Principle)
Encapsulation
Immutable Objects
Inheritance in java
LSP (Liskov’s Substitution Principle)
Non-Access modifiers (기타 제어자)
OCP (Open Closed Principle)
Polymorphism in java
SRP(Single Responsibility Principle)
overview
Garbage collection (GC)
Hello World - Java
Java Virtual Machine (JVM)
JVM, JRE, JDK Explained
Thread
static
Singleton Patterns
Static blocks
Static classes (only inner)
Static import
stream
Stream in Java
☕Java
Java Annotation
Java File IO
Java Generics
Java Serialization (and persistence)
list (java)
leetcode
arrays
maximum diff between increasing elements
number of adjacent elements with the same color
product of array except self
rabbits in forest
rotating the box
valid sudoku
binary search
binary search
greedy
Greedy - Bulbs
Greedy Algorithm
Maximum Subarray
stack
Daily Temperatures
evaluate reverse polish notation
min stack
trapping rain water
two sum
valid parenthesis
two pointers
3Sum
container with most water
reverse string
two integer sum ll
🍀Leetcode
Find greatest difference
linux
folders
1.intro
Creating a Desktop entry for AppImage
Creating snapshots
How to run Linux
kernel
Linux Distributions
The GNU project
Unix
VirtualBox
VirtualBox Rocky Linux configuration
VirtualBox Ubuntu
2.core_concepts
Package Management
User Management Basics
What is Sudo
3.bash_cli
Bash, shell, terminal, command line, kernel
Basic Bash commands
File directories in Linux
Filename expansion (globbing)
Pipes
Redirection - Manage Data Streams
What is Bash + setup
🐧Linux
networking
osi layer
Layer 1 - Physical
Layer 2 - Data Link
Layer 3 - Network
Layer 4 - Transport
Layer 5 - Session
💻 Networking & Web
Computer Networking
CORS (Cross-Origin Resource Sharing)
How does the internet work
OSI 7-layer model
notes
ai
AI and Programming - the beginning of a new era (May 8, 2025)
hackers and artists
The Coming Technological Singularity (1993)
fav articles, stories, vids
How to leetcode
Primeagen talk notes
sf, speculative fiction, transhumanism
Why you should read books
Operating System
Operating systems (OS)
posts
blog
How I passed the AWS Certified Cloud Practitioner
pragmatic programmer
chapters
ch 0
ch 1 - A pragmatic philosophy
Pragmatic Programmer
proj devlog
blog checklist
chrome extension notes
CloudDeploy
mcp mini project thing
mcp test
projects 2025
Pushing updates to github
⭐ Handler Methods
⭐Handler Method Parameters
API in SpringBoot
exception handling (예외처리)
feedback
general note tips
JPA (Java Persistence API)
lecture notes
Obsidian built in stuff!
Pasted image 20250701094446.png
random notes
Spring notes
Spring notes 2
Supabase
Untitled
using generic
보충수업 노트
스프린트 과제
Home
❯
full stack
❯
backend
❯
folders
Folder: full-stack/backend/folders
4 items under this folder.
Jul 08, 2025
apis
Jul 07, 2025
basics
Jul 07, 2025
db
Jul 07, 2025
tools
