Learn CS. Discover the World.
Structured Python & AI courses from curated YouTube content โ plus daily video roundups from around the globe, in your language.
CS & AI Learning Tracks
AI๋ฅผ ์ํ Python โ ์ ๋ก๋ถํฐ ์์ด์ ํธ๊น์ง
AI/ML ์์ฉ์ ์ํ ์ด๋ณด์์ฉ Python ์์ ๊ฐ์ข. ์ฌ์ ํ๋ก๊ทธ๋๋ฐ ๊ฒฝํ ๋ถํ์.
Android Jetpack Compose Mastery
Beyond basics: custom layouts, animations, side effects, and Compose performance.
Apache Airflow Deep Dive
Beyond the basics: dynamic DAGs, sensors, custom operators, and production Airflow deployments.
Apache Cassandra โ Wide-Column Store
Distributed wide-column NoSQL: Cassandra ring topology, partitioning, and tunable consistency.
Apache Druid โ Real-Time OLAP
Sub-second analytical queries on streaming + historical data with Apache Druid.
Apache Flink โ Real-Time Stream Processing
Stateful stream processing with Apache Flink: windows, watermarks, and exactly-once semantics.
Apache Kafka โ ์ด๋ฒคํธ ์คํธ๋ฆฌ๋ฐ ํ๋ซํผ
Kafka ํ ํฝ, ํ๋ก๋์, ์ปจ์๋จธ ๋ฐ Kafka Streams๋ก ์ค์๊ฐ ์ด๋ฒคํธ ๊ธฐ๋ฐ ์์คํ ๊ตฌ์ถ.
Apache Spark โ ๋น ๋ฐ์ดํฐ ์ฒ๋ฆฌ
Spark SQL, DataFrame ๋ฐ Spark Streaming์ผ๋ก ๋๊ท๋ชจ ๋ฐ์ดํฐ์ ์ฒ๋ฆฌ.
API Gateway Patterns
API gateway design: Kong, Tyk, AWS API Gateway. Routing, auth, rate limiting, and BFF patterns.
Application Security โ SAST & DAST
Find vulnerabilities before attackers do: static analysis, dynamic scanning, and dependency auditing.
Astro โ The Content-Focused Framework
Build blazing-fast content sites with Astro: islands architecture, partial hydration, and zero-JS by default.
Authentication & OAuth 2.1
Production auth patterns: OAuth 2.1, OIDC, JWTs, refresh tokens, and session management without the gotchas.
AWS ํด๋ผ์ฐ๋ ์ปดํจํ
AWS ํต์ฌ ์๋น์ค: EC2, S3, Lambda ๋ฐ ํด๋ผ์ฐ๋์ ์ค์ ์ ํ๋ฆฌ์ผ์ด์ ๋ฐฐํฌ.
Backend for Frontend (BFF)
Tailored backends per client: BFF pattern, GraphQL federation, and the API composition layer.
Backstage โ Developer Portals
Spotify Backstage: service catalogs, scaffolders, and internal developer portals.
Browser Extensions
Chrome MV3 extensions: content scripts, service workers, storage, and Web Store publishing.
Browser Internals โ V8 & Rendering
How browsers work: V8 JIT, the rendering pipeline, layout, paint, composite, and event loop.
CDN & Edge โ Cloudflare Workers
Serverless at the edge: Cloudflare Workers, KV, D1, R2, and Durable Objects.
Chaos Engineering
Break things on purpose: chaos engineering principles, Chaos Mesh, and resilience testing.
ClickHouse โ Analytics Database
OLAP at scale: ClickHouse column store, merge tree engines, and sub-second analytics queries.
Clojure โ Lisp on the JVM
Modern Lisp with immutable data structures, REPL-driven development, and the JVM ecosystem.
Cloud Security โ IAM Patterns
Least privilege, role assumption, identity federation, and IAM in AWS, GCP, and Azure.
Compilers โ How Programming Languages Work
Lexing, parsing, AST, semantic analysis, IR, optimization, and code generation. Build a small compiler.
Computer Graphics & WebGL
Rasterization, shaders, lighting models, and 3D rendering with WebGL and Three.js.
Computer Vision โ Object Detection
YOLOv8, DETR, Segment Anything, and modern object detection pipelines.
Container Security
Image scanning, runtime security, eBPF-based detection, and securing Kubernetes clusters.
CRDTs โ Conflict-Free Data Types
Collaborative apps without conflicts: state-based and op-based CRDTs.
Cryptography in Practice
Symmetric, asymmetric, hashing, KDFs, and avoiding the common crypto mistakes.
Data Mesh Architecture
Decentralized data ownership: data mesh principles, data products, and federated governance.
Database Internals โ Storage Engines
B-trees, LSM-trees, WAL, MVCC, and how databases actually store and retrieve data.
dbt โ Data Build Tool
Transform data in your warehouse using dbt: models, tests, snapshots, and analytics engineering.
DevOps์ CI/CD ํ์ดํ๋ผ์ธ
GitHub Actions, ์ง์์ ๋ฐฐํฌ, Infrastructure as Code ๋ฐ ํ๋ DevOps ๋ฌธํ.
Diffusion Models Deep Dive
How diffusion models work: forward/reverse process, U-Nets, and beyond Stable Diffusion.
Discrete Mathematics for CS
Sets, logic, combinatorics, graph theory, and proofs โ the math behind every CS topic.
Distributed Caching Patterns
Cache aside, write-through, write-behind, cache invalidation, and the consistent hashing ring.
Distributed Consensus โ Raft & Paxos
How distributed systems agree: Raft, Paxos, and the CAP theorem in practice.
Docker์ ์ปจํ ์ด๋
์ปจํ ์ด๋ ๋น๋, ๋ฐฐํฌ ๋ฐ ๊ด๋ฆฌ. Dockerfile, ์ด๋ฏธ์ง, ๋คํธ์ํฌ ๋ฐ docker-compose๋ฅผ ์ฌ์ฉํ ๊ธฐ๋ณธ ์ค์ผ์คํธ๋ ์ด์ .
Domain-Driven Design (DDD)
Bounded contexts, aggregates, ubiquitous language, and strategic design with DDD.
Elixir & Phoenix โ Concurrent Web
Build massively concurrent apps with Elixir, the BEAM VM, and the Phoenix LiveView framework.
Event Sourcing & CQRS
Store events instead of state: event sourcing, CQRS, and projections.
Event-Driven Architecture
Event-driven patterns: pub/sub, event streaming, event-carried state transfer.
Flutter โ ํฌ๋ก์ค ํ๋ซํผ ๋ชจ๋ฐ์ผ ์ฑ
Flutter์ Dart๋ก iOS์ Android์ฉ ์๋ฆ๋ค์ด ๋ค์ดํฐ๋ธ ์ฑ ๊ตฌ์ถ.
Game Development with Unity
Build 2D and 3D games with Unity, C#, and the modern Unity 6 toolchain.
Game Networking โ Multiplayer
Multiplayer architecture: client-server vs peer-to-peer, lag compensation, and rollback netcode.
Game Physics & Math
Vectors, matrices, quaternions, collision detection, and the math foundation of game physics.
GitOps with Argo CD
Declarative continuous deployment: Argo CD, App-of-Apps pattern, and progressive rollouts.
Git๊ณผ GitHub โ ๊ฐ๋ฐ์๋ฅผ ์ํ ๋ฒ์ ๊ด๋ฆฌ
Git๊ณผ GitHub ๋ง์คํฐํ๊ธฐ: ๋ธ๋์น, ๋ณํฉ, PR ๋ฐ ์ ๋ฌธ ํ์ ์ํ ํ์ ์ํฌํ๋ก์ฐ.
Go โ ํด๋ผ์ฐ๋ ๋ค์ดํฐ๋ธ ๋ฐฑ์๋ ๊ฐ๋ฐ
Go ๋ฌธ๋ฒ, goroutine, channel, Gin์ ์ฌ์ฉํ REST API ๋ฐ Docker๋ก ํด๋ผ์ฐ๋ ๋ค์ดํฐ๋ธ ๋ฐฐํฌ.
Godot โ Open Source Game Engine
Godot 4: scenes, nodes, GDScript, and shipping games on multiple platforms for free.
Google Cloud Platform (GCP)
Compute Engine, Cloud Run, BigQuery, Pub/Sub, and the GCP ecosystem.
GraphQL โ ๋ชจ๋ API ์ค๊ณ
GraphQL, Apollo ๋ฐ ํ๋ ๋๊ตฌ๋ก ์ ์ฐํ๊ณ ํ์ ์์ ํ API ์ค๊ณ.
gRPC & Protocol Buffers
Build high-performance RPC services with gRPC, Protocol Buffers, and streaming.
Haskell โ Functional Programming
Pure functional programming with Haskell: types, monads, lazy evaluation, and category theory basics.
Helm Charts โ Kubernetes Packaging
Templating, charts, repositories, and managing Kubernetes apps with Helm 3.
Hexagonal & Clean Architecture
Ports and adapters, clean architecture layers, and dependency inversion in practice.
Internationalization (i18n)
i18n architecture: ICU MessageFormat, plurals, RTL, locale-aware formatting, and translation pipelines.
iOS Animations & SwiftUI Mastery
SwiftUI matched geometry, spring animations, transitions, and Lottie. Build delightful iOS UX.
Java โ ์ ๋ก๋ถํฐ ์ํฐํ๋ผ์ด์ฆ๊น์ง
Java ๋ฌธ๋ฒ, OOP, Collections, Streams ๋ฐ ์ํฐํ๋ผ์ด์ฆ ์ ํ๋ฆฌ์ผ์ด์ ๊ฐ๋ฐ์ ์ํ Spring Boot.
Jest๋ฅผ ์ฌ์ฉํ ํ ์คํธ ์ฃผ๋ ๊ฐ๋ฐ
TDD, ๋จ์/ํตํฉ ํ ์คํธ ํจํด ๋ฐ JavaScript/TypeScript์ Jest๋ก ์ ๋ขฐํ ์ ์๋ ์ํํธ์จ์ด ๊ตฌ์ถ.
Kotlin๊ณผ Android ๊ฐ๋ฐ
Kotlin๊ณผ Jetpack Compose๋ก ๋ค์ดํฐ๋ธ Android ์ฑ ๊ตฌ์ถ. MVVM, ๋ค๋น๊ฒ์ด์ ๋ฐ Play Store ๊ฒ์.
Kubernetes โ ๋๊ท๋ชจ ์ปจํ ์ด๋ ์ค์ผ์คํธ๋ ์ด์
Kubernetes๋ก ํ๋ก๋์ ํ๊ฒฝ์์ ์ปจํ ์ด๋ํ๋ ์ ํ๋ฆฌ์ผ์ด์ ๋ฐฐํฌ, ํ์ฅ ๋ฐ ๊ด๋ฆฌ.
LangChain โ LLM ์ ํ๋ฆฌ์ผ์ด์ ๊ตฌ์ถ
LangChain์ผ๋ก ํ๋ก๋์ LLM ์ฑ ๊ตฌ์ถ: ์ฒด์ธ, ์์ด์ ํธ, ๋๊ตฌ, ๋ฉ๋ชจ๋ฆฌ ๋ฐ ๊ฒ์.
Linux์ Bash โ ๊ฐ๋ฐ์๋ฅผ ์ํ ์ปค๋งจ๋ ๋ผ์ธ
ํ์ Linux ๋ช ๋ น์ด, Bash ์คํฌ๋ฆฝํ ๋ฐ ์์คํ ๊ด๋ฆฌ. ๋ชจ๋ ๊ฐ๋ฐ์์๊ฒ ํ์์ ์ธ ๋๊ตฌ.
LLM Fine-Tuning with LoRA & QLoRA
Fine-tune large language models efficiently with LoRA, QLoRA, and the HuggingFace ecosystem.
Logging at Scale โ ELK & Loki
Structured logging, log aggregation with the ELK stack and Loki, and log-based debugging.
Microsoft Azure for Developers
Azure App Service, Functions, Cosmos DB, and the Azure developer toolchain.
MLOps โ ํ๋ก๋์ ์ ๋จธ์ ๋ฌ๋
๋ ธํธ๋ถ์์ ํ๋ก๋์ ์ผ๋ก ML ๋ชจ๋ธ ์ด๋: ์ถ์ , ๋ฐฐํฌ, ๋ชจ๋ํฐ๋ง ๋ฐ CI/CD.
Mobile App Performance Tuning
Profile, measure, and optimize: startup time, frame drops, memory leaks, and battery use.
Mobile Push Notifications
FCM, APNs, deep linking, rich notifications, and notification analytics.
Mobile Testing โ XCTest & Espresso
Unit, UI, snapshot, and integration tests on iOS (XCTest) and Android (Espresso, Compose).
MongoDB์ NoSQL ๋ฐ์ดํฐ๋ฒ ์ด์ค
๋ฌธ์ ๋ฐ์ดํฐ๋ฒ ์ด์ค: MongoDB๋ก ์คํค๋ง ์ค๊ณ, ์ฟผ๋ฆฌ, ์ง๊ณ ๋ฐ ํ์ฅ.
Multimodal Models โ CLIP & BLIP
Models that bridge vision and language: CLIP, BLIP, and multimodal embeddings for search and generation.
Next.js โ ํ์คํ React ํ๋ ์์ํฌ
์๋ฒ ๋ ๋๋ง ๋ชจ๋ React ์ฑ: App Router, Server Components ๋ฐ Vercel ๋ฐฐํฌ.
NLP์ ๋๊ท๋ชจ ์ธ์ด ๋ชจ๋ธ
์์ฐ์ด ์ฒ๋ฆฌ, ํธ๋์คํฌ๋จธ, ์ดํ ์ ๋ฐ LLM์ผ๋ก ์ ํ๋ฆฌ์ผ์ด์ ๊ตฌ์ถ.
Node.js โ ์๋ฒ ์ฌ์ด๋ JavaScript
Node.js, Express ๋ฐ ํ๋ ๋น๋๊ธฐ ํจํด์ผ๋ก ํ๋ก๋์ ์๋ฒ์ API ๊ตฌ์ถ.
OpenTelemetry & Distributed Tracing
Instrument microservices with OpenTelemetry: traces, metrics, logs, and the unified observability stack.
Operating Systems Concepts
Processes, threads, scheduling, virtual memory, file systems, and how Linux really works.
Platform Engineering
IDPs, golden paths, and the modern platform engineering team.
PostgreSQL โ ๊ณ ๊ธ ์ฟผ๋ฆฌ ๋ฐ ์ฑ๋ฅ
Postgres ๋ง์คํฐ: ์ธ๋ฑ์ฑ, ์ฟผ๋ฆฌ ๊ณํ, JSONB, ์๋์ฐ ํจ์ ๋ฐ ๋๊ท๋ชจ ํ๋.
Prometheus & Grafana
Metrics-based monitoring: Prometheus scraping, PromQL queries, and Grafana dashboards.
Pulumi โ Infrastructure as Code
IaC in real languages (TypeScript, Python, Go) with Pulumi instead of HCL.
PWAs & Service Workers
Progressive Web Apps: service workers, offline-first, push notifications, and installable web.
Python์ผ๋ก ๋ฐฐ์ฐ๋ ๋จธ์ ๋ฌ๋
๊ณ ์ ML ์๊ณ ๋ฆฌ์ฆ, scikit-learn, ๊ต์ฐจ ๊ฒ์ฆ ๋ฐ ํ๊ท์ ๋ถ๋ฅ์ ์ค์ ํ๋ก์ ํธ.
PyTorch๋ฅผ ์ฌ์ฉํ ์ปดํจํฐ ๋น์
์ด๋ฏธ์ง ๋ฅ๋ฌ๋: CNN, ๊ฐ์ฒด ๊ฐ์ง, ์ธ๊ทธ๋ฉํ ์ด์ ๋ฐ ํ๋ ๋น์ ๋ชจ๋ธ.
RabbitMQ โ Message Queues
Decouple services with RabbitMQ: queues, exchanges, routing, and consumer patterns.
React Native โ Cross-Platform Mobile
Build native iOS and Android apps from one JavaScript codebase using React Native, Expo, and modern patterns.
React.js โ ๋ชจ๋ UI ๊ฐ๋ฐ
React๋ก ๋จ์ผ ํ์ด์ง ์ ํ๋ฆฌ์ผ์ด์ ๊ตฌ์ถ: ์ปดํฌ๋ํธ, ํ , ์ํ ๋ฐ ์ํ๊ณ์ ํ๋์ ํจํด.
Recommendation Systems
Collaborative filtering, matrix factorization, neural recommenders, and ranking with two-tower models.
Redis โ ์บ์ฑ ๋ฐ ์ธ๋ฉ๋ชจ๋ฆฌ ๋ฐ์ดํฐ
Redis๋ก ์บ์ฑ, ์ธ์ , ํ, ๋ฆฌ๋๋ณด๋ ๋ฐ ๋๊ท๋ชจ pub/sub ์ฒ๋ฆฌ.
Reinforcement Learning
Agents that learn from rewards: Q-learning, policy gradients, and deep RL with PPO.
REST API โ ์ค๊ณ์ ๊ตฌ์ถ
๊ฒฌ๊ณ ํ RESTful API ์ค๊ณ: ๋ผ์ฐํธ, ์ธ์ฆ, ํ์ด์ง๋ค์ด์ , ๋ฒ์ ๊ด๋ฆฌ ๋ฐ ์ ๊ณ ๋ชจ๋ฒ ์ฌ๋ก.
Rust โ ๋๋ ค์ ์๋ ์์คํ ํ๋ก๊ทธ๋๋ฐ
๋ฉ๋ชจ๋ฆฌ ์์ ์์คํ ํ๋ก๊ทธ๋๋ฐ: ์์ ๊ถ, ๋น๋ฆผ ๋ฐ ์ ๋ก ๋น์ฉ ์ถ์ํ.
Sagas & Distributed Transactions
Distributed transaction patterns: sagas, two-phase commit, and Outbox.
Scala for Backend Development
Hybrid functional and OO programming on the JVM with Scala 3, Akka, and Play.
SEO Engineering for Developers
Technical SEO: crawlability, sitemaps, structured data, Core Web Vitals, and search Console.
Serverless with AWS Lambda Advanced
Beyond hello world: cold starts, layers, container Lambdas, EventBridge, and SAM/CDK.
Service Mesh โ Istio & Linkerd
Traffic management, mTLS, observability, and the service mesh pattern with Istio and Linkerd.
Site Reliability Engineering (SRE)
SLIs, SLOs, error budgets, on-call rotations, and the SRE mindset for production reliability.
Snowflake โ Cloud Data Warehouse
Snowflake architecture, virtual warehouses, semi-structured data, and cost optimization.
Solid.js โ Fine-Grained Reactivity
Reactive primitives without a virtual DOM: signals, effects, and the performance-first Solid.js framework.
Solidity โ Ethereum์ ์ค๋งํธ ์ปจํธ๋ํธ
Solidity, Hardhat ๋ฐ EVM ์ํ๊ณ๋ก ๋ถ์ฐ ์ฑ ๋น๋, ํ ์คํธ ๋ฐ ๋ฐฐํฌ.
Speech Recognition with Whisper
OpenAI Whisper: speech-to-text, language detection, diarization, and production STT pipelines.
SQL๊ณผ ๋ฐ์ดํฐ๋ฒ ์ด์ค โ ์ ๋ก๋ถํฐ ์ฟผ๋ฆฌ ๋ง์คํฐ๊น์ง
SQL์ ๊ธฐ์ด๋ถํฐ ๊ณ ๊ธ ์ฟผ๋ฆฌ๊น์ง ํ์ต. JOIN, ์๋ธ์ฟผ๋ฆฌ, ์ธ๋ฑ์ค ๋ฐ ์ฑ๋ฅ ์ต์ ํ.
Stable Diffusion โ AI ์ด๋ฏธ์ง ์์ฑ
Stable Diffusion, ControlNet ๋ฐ LoRA๋ก AI ์ด๋ฏธ์ง ์์ฑ, ์ ์ด ๋ฐ ๋ง์ถคํ.
Strangler Fig โ Legacy Migration
Incrementally replace legacy systems with the strangler fig pattern.
Supply Chain Security
SBOM, sigstore, SLSA, and securing the software supply chain end-to-end.
Svelte & SvelteKit โ Compiled UI
Write less code with Svelte 5: runes, reactivity, and SvelteKit for full-stack apps.
Swift์ iOS ๊ฐ๋ฐ
Swift, SwiftUI ๋ฐ ํ๋ Apple ํ๋ ์์ํฌ๋ก ๋ค์ดํฐ๋ธ iPhone ์ฑ ๊ตฌ์ถ.
Tailwind CSS v4 โ Utility-First Styling
Master Tailwind CSS v4: the @theme directive, design tokens in CSS, and the new lightning-fast Rust engine.
Terraform โ ์ฌ์ธต Infrastructure as Code
AWS, GCP, Azure์์ Terraform์ผ๋ก ํด๋ผ์ฐ๋ ์ธํ๋ผ๋ฅผ ์ ์ธ์ ์ผ๋ก ํ๋ก๋น์ ๋ํ๊ณ ๊ด๋ฆฌ.
Theory of Computation
Automata, regular languages, context-free grammars, Turing machines, and computational complexity.
Time-Series with InfluxDB
Time-series workloads: InfluxDB, Flux queries, downsampling, and IoT pipelines.
TypeScript โ ์ํผํ์๋ฅผ ๊ฐ์ง JavaScript
JavaScript์ฉ ์ ์ ํ์ดํ: ํ์ , ์ธํฐํ์ด์ค, ์ ๋ค๋ฆญ ๋ฐ ๋๊ท๋ชจ ํ๋ก์ ํธ์์ ํ์ฅ๋๋ ๊ณ ๊ธ ํจํด.
Unreal Engine for Programmers
Unreal Engine 5: C++ programming, Blueprints, Nanite, Lumen, and shipping games.
Vue.js โ ํ๋ก๊ทธ๋ ์๋ธ ํ๋ก ํธ์๋ ํ๋ ์์ํฌ
๋ฐ์ํ UI๋ฅผ ์ํ Vue 3, Composition API ๋ฐ ํ๋ Vue ์ํ๊ณ ๋ง์คํฐ.
Web Accessibility (WCAG 2.2)
Build for everyone: semantic HTML, ARIA, keyboard navigation, screen readers, and WCAG 2.2 AA compliance.
Web Animations โ GSAP & CSS
GSAP for complex animations, scroll triggers, and physics. Plus modern CSS animation features.
Web Components & Lit
Framework-agnostic UI with native Web Components and the Lit library.
Web Performance โ Core Web Vitals
Master LCP, INP, and CLS: profiling, image optimization, code splitting, and the rendering critical path.
WebAssembly โ ๊ณ ์ฑ๋ฅ ์น
WebAssembly, Rust ๋ฐ ํ๋ WASM ํด์ฒด์ธ์ผ๋ก ๋ธ๋ผ์ฐ์ ์์ ๋ค์ดํฐ๋ธ ์๋ ์ฝ๋ ์คํ.
WebGPU & 3D on the Web
WebGPU: the next-generation graphics API for the web. Compute shaders and modern 3D rendering.
WebSockets & Real-Time Backend
Build real-time backends with WebSockets, Socket.IO, scaling, and presence tracking.
Zig โ Modern Systems Programming
Zig: a manual-memory systems language with compile-time evaluation and no hidden control flow.
๋ฐ์ดํฐ ์์ง๋์ด๋ง ํ์ดํ๋ผ์ธ
Python์ผ๋ก ETL, Apache Airflow, Kafka ๋ฐ ํ๋ก๋์ ๋ฐ์ดํฐ ํ์ดํ๋ผ์ธ ๊ตฌ์ถ.
๋์์ธ ํจํด๊ณผ ๋ก์ฐ ๋ ๋ฒจ ๋์์ธ
SOLID ์์น, GoF ํจํด(Singleton, Factory, Observer) ๋ฐ ๋ฉด์ ์ ์ํ ๋ก์ฐ ๋ ๋ฒจ ๋์์ธ.
๋ฅ๋ฌ๋๊ณผ ์ ๊ฒฝ๋ง
์ฒ์๋ถํฐ ๋ฐฐ์ฐ๋ ์ ๊ฒฝ๋ง, PyTorch, CNN ๋ฐ ์ค์ฉ์ ๋ฐ์ดํฐ์ ์ผ๋ก ์ค์ ๋ชจ๋ธ ํ์ต.
๋ง์ดํฌ๋ก์๋น์ค โ ํจํด๊ณผ ์ค์ฒ
๋ง์ดํฌ๋ก์๋น์ค ํจํด๊ณผ ๋ชจ๋ฒ ์ฌ๋ก๋ฅผ ์ฌ์ฉํ ๋ถ์ฐ ์์คํ ์ค๊ณ, ๊ตฌ์ถ ๋ฐ ์ด์.
๋ชจ๋ JavaScript โ ES6๋ถํฐ Async/Await๊น์ง
ํ๋ JavaScript ๋ง์คํฐ: ํ์ดํ ํจ์, ๊ตฌ์กฐ ๋ถํด, ๋ชจ๋, Promise ๋ฐ ์ค์ ํ๋ก์ ํธ์ async/await.
๋ชจ๋ฐ์ผ ์ฑ ์ํคํ ์ฒ โ ํด๋ฆฐํ๊ณ ํ์ฅ ๊ฐ๋ฅํ
MVVM, Clean Architecture, ๋ชจ๋์ ์ค๊ณ ๋ฐ ์์กด์ฑ ์ฃผ์ ์ ์ฌ์ฉํ ํ๋ก๋์ ๋ชจ๋ฐ์ผ ์ฑ ์ํคํ ์ฒ.
๋ฒกํฐ ๋ฐ์ดํฐ๋ฒ ์ด์ค์ RAG
๊ฒ์ ์ฆ๊ฐ ์์ฑ: ์๋ฒ ๋ฉ, ๋ฒกํฐ ๊ฒ์, Pinecone/Weaviate ๋ฐ ํ๋ก๋์ RAG.
์ฌ์ด๋ฒ ๋ณด์ ๊ธฐ์ด
OWASP Top 10, ์ํธํ, ์ธ์ฆ ๋ฐ ๋ชจ๋ ๊ฐ๋ฐ์๋ฅผ ์ํ ๋ฐฉ์ด์ ์ฌ๊ณ ๋ฐฉ์.
์์คํ ๋์์ธ โ ํ์ฅ์ฑ๊ณผ ์ํคํ ์ฒ
ํ์ฅ์ฑ ์์น, ์บ์ฑ, ๋ก๋ ๋ฐธ๋ฐ์ฑ ๋ฐ ์์คํ ๋์์ธ ๋ฉด์ ์ ์ํ ํจํด.
์น ๊ฐ๋ฐ ๊ธฐ์ด
HTML, CSS, JavaScript๋ฅผ ์ฒ์๋ถํฐ ๋ฐฐ์๋๋ค. ๋ชจ๋ ํ๋ ์น ๊ฐ๋ฐ์์ ํ์ ๊ธฐ๋ฐ.
์ค๋ฆฌ์ ํดํน๊ณผ ์นจํฌ ํ ์คํ
๊ณต๊ฒฉ์ ๋ณด์ ํ์ต: ์ ์ฐฐ, ์ต์คํ๋ก์ ๋ฐ ์ค์ต ๋ฉ์ผ๋ก ๋ฐฉ์ด์ ์ฌ๊ณ .
์๋ฃ๊ตฌ์กฐ์ ์๊ณ ๋ฆฌ์ฆ
๋ฐฐ์ด, ์ฐ๊ฒฐ ๋ฆฌ์คํธ, ํธ๋ฆฌ, ๊ทธ๋ํ ๋ฐ ๊ธฐ์ ๋ฉด์ ๊ณผ ํจ์จ์ ์ธ ์ฝ๋๋ฅผ ์ํ ํต์ฌ ์๊ณ ๋ฆฌ์ฆ.
์ปดํจํฐ ๋คํธ์ํน ๊ธฐ์ด
TCP/IP, DNS, HTTP/HTTPS, WebSocket ๋ฐ ๋ชจ๋ ๋ฐฑ์๋ ๊ฐ๋ฐ์๊ฐ ๋ง์คํฐํด์ผ ํ ๋คํธ์ํฌ ๊ฐ๋ .
ํ๋กฌํํธ ์์ง๋์ด๋ง๊ณผ AI ์์ด์ ํธ
ํ๋กฌํํธ ๋ง์คํฐ: chain-of-thought, few-shot, ReAct ๋ฐ LangChain์ผ๋ก ์ค์ฉ์ AI ์์ด์ ํธ ๊ตฌ์ถ.