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Structured Python & AI courses from curated YouTube content โ€” plus daily video roundups from around the globe, in your language.

CS & AI Learning Tracks

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VidInsights Blog beginner
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AI๋ฅผ ์œ„ํ•œ Python โ€” ์ œ๋กœ๋ถ€ํ„ฐ ์—์ด์ „ํŠธ๊นŒ์ง€

AI/ML ์‘์šฉ์„ ์œ„ํ•œ ์ดˆ๋ณด์ž์šฉ Python ์™„์ „ ๊ฐ•์ขŒ. ์‚ฌ์ „ ํ”„๋กœ๊ทธ๋ž˜๋ฐ ๊ฒฝํ—˜ ๋ถˆํ•„์š”.

๐Ÿ“– 6 lessons โฑ 1h ๐ŸŽฏ None
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VidInsights Blog advanced
Free Course

Android Jetpack Compose Mastery

Beyond basics: custom layouts, animations, side effects, and Compose performance.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog advanced
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Apache Airflow Deep Dive

Beyond the basics: dynamic DAGs, sensors, custom operators, and production Airflow deployments.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog advanced
Free Course

Apache Cassandra โ€” Wide-Column Store

Distributed wide-column NoSQL: Cassandra ring topology, partitioning, and tunable consistency.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog advanced
Free Course

Apache Druid โ€” Real-Time OLAP

Sub-second analytical queries on streaming + historical data with Apache Druid.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog advanced
Free Course

Apache Flink โ€” Real-Time Stream Processing

Stateful stream processing with Apache Flink: windows, watermarks, and exactly-once semantics.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog advanced
Free Course

Apache Kafka โ€” ์ด๋ฒคํŠธ ์ŠคํŠธ๋ฆฌ๋ฐ ํ”Œ๋žซํผ

Kafka ํ† ํ”ฝ, ํ”„๋กœ๋“€์„œ, ์ปจ์Šˆ๋จธ ๋ฐ Kafka Streams๋กœ ์‹ค์‹œ๊ฐ„ ์ด๋ฒคํŠธ ๊ธฐ๋ฐ˜ ์‹œ์Šคํ…œ ๊ตฌ์ถ•.

๐Ÿ“– 3 lessons ๐ŸŽฏ Backend development, Distributed systems basics
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VidInsights Blog advanced
Free Course

Apache Spark โ€” ๋น…๋ฐ์ดํ„ฐ ์ฒ˜๋ฆฌ

Spark SQL, DataFrame ๋ฐ Spark Streaming์œผ๋กœ ๋Œ€๊ทœ๋ชจ ๋ฐ์ดํ„ฐ์…‹ ์ฒ˜๋ฆฌ.

๐Ÿ“– 3 lessons ๐ŸŽฏ Python or Scala, SQL basics
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VidInsights Blog advanced
Free Course

API Gateway Patterns

API gateway design: Kong, Tyk, AWS API Gateway. Routing, auth, rate limiting, and BFF patterns.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog advanced
Free Course

Application Security โ€” SAST & DAST

Find vulnerabilities before attackers do: static analysis, dynamic scanning, and dependency auditing.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog intermediate
Free Course

Astro โ€” The Content-Focused Framework

Build blazing-fast content sites with Astro: islands architecture, partial hydration, and zero-JS by default.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog advanced
Free Course

Authentication & OAuth 2.1

Production auth patterns: OAuth 2.1, OIDC, JWTs, refresh tokens, and session management without the gotchas.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog intermediate
Free Course

AWS ํด๋ผ์šฐ๋“œ ์ปดํ“จํŒ…

AWS ํ•ต์‹ฌ ์„œ๋น„์Šค: EC2, S3, Lambda ๋ฐ ํด๋ผ์šฐ๋“œ์— ์‹ค์ œ ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜ ๋ฐฐํฌ.

๐Ÿ“– 4 lessons ๐ŸŽฏ linux-bash, docker-containers
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VidInsights Blog intermediate
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Backend for Frontend (BFF)

Tailored backends per client: BFF pattern, GraphQL federation, and the API composition layer.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog advanced
Free Course

Backstage โ€” Developer Portals

Spotify Backstage: service catalogs, scaffolders, and internal developer portals.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog intermediate
Free Course

Browser Extensions

Chrome MV3 extensions: content scripts, service workers, storage, and Web Store publishing.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog advanced
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Browser Internals โ€” V8 & Rendering

How browsers work: V8 JIT, the rendering pipeline, layout, paint, composite, and event loop.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog intermediate
Free Course

CDN & Edge โ€” Cloudflare Workers

Serverless at the edge: Cloudflare Workers, KV, D1, R2, and Durable Objects.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog advanced
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Chaos Engineering

Break things on purpose: chaos engineering principles, Chaos Mesh, and resilience testing.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog advanced
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ClickHouse โ€” Analytics Database

OLAP at scale: ClickHouse column store, merge tree engines, and sub-second analytics queries.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog advanced
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Clojure โ€” Lisp on the JVM

Modern Lisp with immutable data structures, REPL-driven development, and the JVM ecosystem.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog advanced
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Cloud Security โ€” IAM Patterns

Least privilege, role assumption, identity federation, and IAM in AWS, GCP, and Azure.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog advanced
Free Course

Compilers โ€” How Programming Languages Work

Lexing, parsing, AST, semantic analysis, IR, optimization, and code generation. Build a small compiler.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog advanced
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Computer Graphics & WebGL

Rasterization, shaders, lighting models, and 3D rendering with WebGL and Three.js.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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๐Ÿ’ป advanced
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Computer Vision โ€” Object Detection

YOLOv8, DETR, Segment Anything, and modern object detection pipelines.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog advanced
Free Course

Container Security

Image scanning, runtime security, eBPF-based detection, and securing Kubernetes clusters.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog advanced
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CRDTs โ€” Conflict-Free Data Types

Collaborative apps without conflicts: state-based and op-based CRDTs.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog advanced
Free Course

Cryptography in Practice

Symmetric, asymmetric, hashing, KDFs, and avoiding the common crypto mistakes.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog advanced
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Data Mesh Architecture

Decentralized data ownership: data mesh principles, data products, and federated governance.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog advanced
Free Course

Database Internals โ€” Storage Engines

B-trees, LSM-trees, WAL, MVCC, and how databases actually store and retrieve data.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog intermediate
Free Course

dbt โ€” Data Build Tool

Transform data in your warehouse using dbt: models, tests, snapshots, and analytics engineering.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog intermediate
Free Course

DevOps์™€ CI/CD ํŒŒ์ดํ”„๋ผ์ธ

GitHub Actions, ์ง€์†์  ๋ฐฐํฌ, Infrastructure as Code ๋ฐ ํ˜„๋Œ€ DevOps ๋ฌธํ™”.

๐Ÿ“– 3 lessons ๐ŸŽฏ git-version-control, docker-containers
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๐Ÿ’ป advanced
Free Course

Diffusion Models Deep Dive

How diffusion models work: forward/reverse process, U-Nets, and beyond Stable Diffusion.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog intermediate
Free Course

Discrete Mathematics for CS

Sets, logic, combinatorics, graph theory, and proofs โ€” the math behind every CS topic.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog advanced
Free Course

Distributed Caching Patterns

Cache aside, write-through, write-behind, cache invalidation, and the consistent hashing ring.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog advanced
Free Course

Distributed Consensus โ€” Raft & Paxos

How distributed systems agree: Raft, Paxos, and the CAP theorem in practice.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog intermediate
Free Course

Docker์™€ ์ปจํ…Œ์ด๋„ˆ

์ปจํ…Œ์ด๋„ˆ ๋นŒ๋“œ, ๋ฐฐํฌ ๋ฐ ๊ด€๋ฆฌ. Dockerfile, ์ด๋ฏธ์ง€, ๋„คํŠธ์›Œํฌ ๋ฐ docker-compose๋ฅผ ์‚ฌ์šฉํ•œ ๊ธฐ๋ณธ ์˜ค์ผ€์ŠคํŠธ๋ ˆ์ด์…˜.

๐Ÿ“– 3 lessons โฑ 3h ๐ŸŽฏ linux-bash
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VidInsights Blog advanced
Free Course

Domain-Driven Design (DDD)

Bounded contexts, aggregates, ubiquitous language, and strategic design with DDD.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog advanced
Free Course

Elixir & Phoenix โ€” Concurrent Web

Build massively concurrent apps with Elixir, the BEAM VM, and the Phoenix LiveView framework.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog advanced
Free Course

Event Sourcing & CQRS

Store events instead of state: event sourcing, CQRS, and projections.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog advanced
Free Course

Event-Driven Architecture

Event-driven patterns: pub/sub, event streaming, event-carried state transfer.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog intermediate
Free Course

Flutter โ€” ํฌ๋กœ์Šค ํ”Œ๋žซํผ ๋ชจ๋ฐ”์ผ ์•ฑ

Flutter์™€ Dart๋กœ iOS์™€ Android์šฉ ์•„๋ฆ„๋‹ค์šด ๋„ค์ดํ‹ฐ๋ธŒ ์•ฑ ๊ตฌ์ถ•.

๐Ÿ“– 3 lessons ๐ŸŽฏ Programming experience
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VidInsights Blog intermediate
Free Course

Game Development with Unity

Build 2D and 3D games with Unity, C#, and the modern Unity 6 toolchain.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog advanced
Free Course

Game Networking โ€” Multiplayer

Multiplayer architecture: client-server vs peer-to-peer, lag compensation, and rollback netcode.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog advanced
Free Course

Game Physics & Math

Vectors, matrices, quaternions, collision detection, and the math foundation of game physics.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog advanced
Free Course

GitOps with Argo CD

Declarative continuous deployment: Argo CD, App-of-Apps pattern, and progressive rollouts.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog beginner
Free Course

Git๊ณผ GitHub โ€” ๊ฐœ๋ฐœ์ž๋ฅผ ์œ„ํ•œ ๋ฒ„์ „ ๊ด€๋ฆฌ

Git๊ณผ GitHub ๋งˆ์Šคํ„ฐํ•˜๊ธฐ: ๋ธŒ๋žœ์น˜, ๋ณ‘ํ•ฉ, PR ๋ฐ ์ „๋ฌธ ํŒ€์„ ์œ„ํ•œ ํ˜‘์—… ์›Œํฌํ”Œ๋กœ์šฐ.

๐Ÿ“– 3 lessons โฑ 2h ๐ŸŽฏ None
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VidInsights Blog intermediate
Free Course

Go โ€” ํด๋ผ์šฐ๋“œ ๋„ค์ดํ‹ฐ๋ธŒ ๋ฐฑ์—”๋“œ ๊ฐœ๋ฐœ

Go ๋ฌธ๋ฒ•, goroutine, channel, Gin์„ ์‚ฌ์šฉํ•œ REST API ๋ฐ Docker๋กœ ํด๋ผ์šฐ๋“œ ๋„ค์ดํ‹ฐ๋ธŒ ๋ฐฐํฌ.

๐Ÿ“– 4 lessons โฑ 1h ๐ŸŽฏ python-ai, apis-rest
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VidInsights Blog intermediate
Free Course

Godot โ€” Open Source Game Engine

Godot 4: scenes, nodes, GDScript, and shipping games on multiple platforms for free.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog intermediate
Free Course

Google Cloud Platform (GCP)

Compute Engine, Cloud Run, BigQuery, Pub/Sub, and the GCP ecosystem.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog intermediate
Free Course

GraphQL โ€” ๋ชจ๋˜ API ์„ค๊ณ„

GraphQL, Apollo ๋ฐ ํ˜„๋Œ€ ๋„๊ตฌ๋กœ ์œ ์—ฐํ•˜๊ณ  ํƒ€์ž… ์•ˆ์ „ํ•œ API ์„ค๊ณ„.

๐Ÿ“– 3 lessons ๐ŸŽฏ REST API basics
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VidInsights Blog advanced
Free Course

gRPC & Protocol Buffers

Build high-performance RPC services with gRPC, Protocol Buffers, and streaming.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog advanced
Free Course

Haskell โ€” Functional Programming

Pure functional programming with Haskell: types, monads, lazy evaluation, and category theory basics.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog intermediate
Free Course

Helm Charts โ€” Kubernetes Packaging

Templating, charts, repositories, and managing Kubernetes apps with Helm 3.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog advanced
Free Course

Hexagonal & Clean Architecture

Ports and adapters, clean architecture layers, and dependency inversion in practice.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog intermediate
Free Course

Internationalization (i18n)

i18n architecture: ICU MessageFormat, plurals, RTL, locale-aware formatting, and translation pipelines.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog advanced
Free Course

iOS Animations & SwiftUI Mastery

SwiftUI matched geometry, spring animations, transitions, and Lottie. Build delightful iOS UX.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog beginner
Free Course

Java โ€” ์ œ๋กœ๋ถ€ํ„ฐ ์—”ํ„ฐํ”„๋ผ์ด์ฆˆ๊นŒ์ง€

Java ๋ฌธ๋ฒ•, OOP, Collections, Streams ๋ฐ ์—”ํ„ฐํ”„๋ผ์ด์ฆˆ ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜ ๊ฐœ๋ฐœ์„ ์œ„ํ•œ Spring Boot.

๐Ÿ“– 5 lessons โฑ 1h ๐ŸŽฏ None
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VidInsights Blog intermediate
Free Course

Jest๋ฅผ ์‚ฌ์šฉํ•œ ํ…Œ์ŠคํŠธ ์ฃผ๋„ ๊ฐœ๋ฐœ

TDD, ๋‹จ์œ„/ํ†ตํ•ฉ ํ…Œ์ŠคํŠธ ํŒจํ„ด ๋ฐ JavaScript/TypeScript์˜ Jest๋กœ ์‹ ๋ขฐํ•  ์ˆ˜ ์žˆ๋Š” ์†Œํ”„ํŠธ์›จ์–ด ๊ตฌ์ถ•.

๐Ÿ“– 3 lessons ๐ŸŽฏ JavaScript or TypeScript
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VidInsights Blog intermediate
Free Course

Kotlin๊ณผ Android ๊ฐœ๋ฐœ

Kotlin๊ณผ Jetpack Compose๋กœ ๋„ค์ดํ‹ฐ๋ธŒ Android ์•ฑ ๊ตฌ์ถ•. MVVM, ๋„ค๋น„๊ฒŒ์ด์…˜ ๋ฐ Play Store ๊ฒŒ์‹œ.

๐Ÿ“– 4 lessons โฑ 1h ๐ŸŽฏ java-fundamentals
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VidInsights Blog advanced
Free Course

Kubernetes โ€” ๋Œ€๊ทœ๋ชจ ์ปจํ…Œ์ด๋„ˆ ์˜ค์ผ€์ŠคํŠธ๋ ˆ์ด์…˜

Kubernetes๋กœ ํ”„๋กœ๋•์…˜ ํ™˜๊ฒฝ์—์„œ ์ปจํ…Œ์ด๋„ˆํ™”๋œ ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜ ๋ฐฐํฌ, ํ™•์žฅ ๋ฐ ๊ด€๋ฆฌ.

๐Ÿ“– 3 lessons ๐ŸŽฏ Docker & Containers
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VidInsights Blog intermediate
Free Course

LangChain โ€” LLM ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜ ๊ตฌ์ถ•

LangChain์œผ๋กœ ํ”„๋กœ๋•์…˜ LLM ์•ฑ ๊ตฌ์ถ•: ์ฒด์ธ, ์—์ด์ „ํŠธ, ๋„๊ตฌ, ๋ฉ”๋ชจ๋ฆฌ ๋ฐ ๊ฒ€์ƒ‰.

๐Ÿ“– 3 lessons ๐ŸŽฏ Python, NLP & LLM basics
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VidInsights Blog beginner
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Linux์™€ Bash โ€” ๊ฐœ๋ฐœ์ž๋ฅผ ์œ„ํ•œ ์ปค๋งจ๋“œ ๋ผ์ธ

ํ•„์ˆ˜ Linux ๋ช…๋ น์–ด, Bash ์Šคํฌ๋ฆฝํŒ… ๋ฐ ์‹œ์Šคํ…œ ๊ด€๋ฆฌ. ๋ชจ๋“  ๊ฐœ๋ฐœ์ž์—๊ฒŒ ํ•„์ˆ˜์ ์ธ ๋„๊ตฌ.

๐Ÿ“– 3 lessons โฑ 6h ๐ŸŽฏ None
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VidInsights Blog advanced
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LLM Fine-Tuning with LoRA & QLoRA

Fine-tune large language models efficiently with LoRA, QLoRA, and the HuggingFace ecosystem.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog intermediate
Free Course

Logging at Scale โ€” ELK & Loki

Structured logging, log aggregation with the ELK stack and Loki, and log-based debugging.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog intermediate
Free Course

Microsoft Azure for Developers

Azure App Service, Functions, Cosmos DB, and the Azure developer toolchain.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog advanced
Free Course

MLOps โ€” ํ”„๋กœ๋•์…˜์˜ ๋จธ์‹ ๋Ÿฌ๋‹

๋…ธํŠธ๋ถ์—์„œ ํ”„๋กœ๋•์…˜์œผ๋กœ ML ๋ชจ๋ธ ์ด๋™: ์ถ”์ , ๋ฐฐํฌ, ๋ชจ๋‹ˆํ„ฐ๋ง ๋ฐ CI/CD.

๐Ÿ“– 3 lessons ๐ŸŽฏ Machine Learning basics
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VidInsights Blog advanced
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Mobile App Performance Tuning

Profile, measure, and optimize: startup time, frame drops, memory leaks, and battery use.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog intermediate
Free Course

Mobile Push Notifications

FCM, APNs, deep linking, rich notifications, and notification analytics.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog intermediate
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Mobile Testing โ€” XCTest & Espresso

Unit, UI, snapshot, and integration tests on iOS (XCTest) and Android (Espresso, Compose).

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog intermediate
Free Course

MongoDB์™€ NoSQL ๋ฐ์ดํ„ฐ๋ฒ ์ด์Šค

๋ฌธ์„œ ๋ฐ์ดํ„ฐ๋ฒ ์ด์Šค: MongoDB๋กœ ์Šคํ‚ค๋งˆ ์„ค๊ณ„, ์ฟผ๋ฆฌ, ์ง‘๊ณ„ ๋ฐ ํ™•์žฅ.

๐Ÿ“– 3 lessons ๐ŸŽฏ Database fundamentals
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VidInsights Blog advanced
Free Course

Multimodal Models โ€” CLIP & BLIP

Models that bridge vision and language: CLIP, BLIP, and multimodal embeddings for search and generation.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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VidInsights Blog intermediate
Free Course

Next.js โ€” ํ’€์Šคํƒ React ํ”„๋ ˆ์ž„์›Œํฌ

์„œ๋ฒ„ ๋ Œ๋”๋ง ๋ชจ๋˜ React ์•ฑ: App Router, Server Components ๋ฐ Vercel ๋ฐฐํฌ.

๐Ÿ“– 3 lessons ๐ŸŽฏ React.js basics
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VidInsights Blog advanced
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NLP์™€ ๋Œ€๊ทœ๋ชจ ์–ธ์–ด ๋ชจ๋ธ

์ž์—ฐ์–ด ์ฒ˜๋ฆฌ, ํŠธ๋žœ์Šคํฌ๋จธ, ์–ดํ…์…˜ ๋ฐ LLM์œผ๋กœ ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜ ๊ตฌ์ถ•.

๐Ÿ“– 3 lessons ๐ŸŽฏ machine-learning, deep-learning
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VidInsights Blog intermediate
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Node.js โ€” ์„œ๋ฒ„ ์‚ฌ์ด๋“œ JavaScript

Node.js, Express ๋ฐ ํ˜„๋Œ€ ๋น„๋™๊ธฐ ํŒจํ„ด์œผ๋กœ ํ”„๋กœ๋•์…˜ ์„œ๋ฒ„์™€ API ๊ตฌ์ถ•.

๐Ÿ“– 3 lessons ๐ŸŽฏ JavaScript fundamentals
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OpenTelemetry & Distributed Tracing

Instrument microservices with OpenTelemetry: traces, metrics, logs, and the unified observability stack.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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Operating Systems Concepts

Processes, threads, scheduling, virtual memory, file systems, and how Linux really works.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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Platform Engineering

IDPs, golden paths, and the modern platform engineering team.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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PostgreSQL โ€” ๊ณ ๊ธ‰ ์ฟผ๋ฆฌ ๋ฐ ์„ฑ๋Šฅ

Postgres ๋งˆ์Šคํ„ฐ: ์ธ๋ฑ์‹ฑ, ์ฟผ๋ฆฌ ๊ณ„ํš, JSONB, ์œˆ๋„์šฐ ํ•จ์ˆ˜ ๋ฐ ๋Œ€๊ทœ๋ชจ ํŠœ๋‹.

๐Ÿ“– 3 lessons ๐ŸŽฏ SQL basics
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Prometheus & Grafana

Metrics-based monitoring: Prometheus scraping, PromQL queries, and Grafana dashboards.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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Pulumi โ€” Infrastructure as Code

IaC in real languages (TypeScript, Python, Go) with Pulumi instead of HCL.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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PWAs & Service Workers

Progressive Web Apps: service workers, offline-first, push notifications, and installable web.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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Python์œผ๋กœ ๋ฐฐ์šฐ๋Š” ๋จธ์‹ ๋Ÿฌ๋‹

๊ณ ์ „ ML ์•Œ๊ณ ๋ฆฌ์ฆ˜, scikit-learn, ๊ต์ฐจ ๊ฒ€์ฆ ๋ฐ ํšŒ๊ท€์™€ ๋ถ„๋ฅ˜์˜ ์‹ค์ „ ํ”„๋กœ์ ํŠธ.

๐Ÿ“– 4 lessons โฑ 19h ๐ŸŽฏ python-ai
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PyTorch๋ฅผ ์‚ฌ์šฉํ•œ ์ปดํ“จํ„ฐ ๋น„์ „

์ด๋ฏธ์ง€ ๋”ฅ๋Ÿฌ๋‹: CNN, ๊ฐ์ฒด ๊ฐ์ง€, ์„ธ๊ทธ๋ฉ˜ํ…Œ์ด์…˜ ๋ฐ ํ˜„๋Œ€ ๋น„์ „ ๋ชจ๋ธ.

๐Ÿ“– 3 lessons ๐ŸŽฏ Deep Learning fundamentals, Python
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RabbitMQ โ€” Message Queues

Decouple services with RabbitMQ: queues, exchanges, routing, and consumer patterns.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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React Native โ€” Cross-Platform Mobile

Build native iOS and Android apps from one JavaScript codebase using React Native, Expo, and modern patterns.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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React.js โ€” ๋ชจ๋˜ UI ๊ฐœ๋ฐœ

React๋กœ ๋‹จ์ผ ํŽ˜์ด์ง€ ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜ ๊ตฌ์ถ•: ์ปดํฌ๋„ŒํŠธ, ํ›…, ์ƒํƒœ ๋ฐ ์ƒํƒœ๊ณ„์˜ ํ˜„๋Œ€์  ํŒจํ„ด.

๐Ÿ“– 4 lessons โฑ 15h ๐ŸŽฏ web-fundamentals, javascript-modern
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Recommendation Systems

Collaborative filtering, matrix factorization, neural recommenders, and ranking with two-tower models.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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Redis โ€” ์บ์‹ฑ ๋ฐ ์ธ๋ฉ”๋ชจ๋ฆฌ ๋ฐ์ดํ„ฐ

Redis๋กœ ์บ์‹ฑ, ์„ธ์…˜, ํ, ๋ฆฌ๋”๋ณด๋“œ ๋ฐ ๋Œ€๊ทœ๋ชจ pub/sub ์ฒ˜๋ฆฌ.

๐Ÿ“– 3 lessons ๐ŸŽฏ Backend development basics
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Reinforcement Learning

Agents that learn from rewards: Q-learning, policy gradients, and deep RL with PPO.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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REST API โ€” ์„ค๊ณ„์™€ ๊ตฌ์ถ•

๊ฒฌ๊ณ ํ•œ RESTful API ์„ค๊ณ„: ๋ผ์šฐํŠธ, ์ธ์ฆ, ํŽ˜์ด์ง€๋„ค์ด์…˜, ๋ฒ„์ „ ๊ด€๋ฆฌ ๋ฐ ์—…๊ณ„ ๋ชจ๋ฒ” ์‚ฌ๋ก€.

๐Ÿ“– 3 lessons โฑ 23h ๐ŸŽฏ python-ai, sql-databases
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Rust โ€” ๋‘๋ ค์›€ ์—†๋Š” ์‹œ์Šคํ…œ ํ”„๋กœ๊ทธ๋ž˜๋ฐ

๋ฉ”๋ชจ๋ฆฌ ์•ˆ์ „ ์‹œ์Šคํ…œ ํ”„๋กœ๊ทธ๋ž˜๋ฐ: ์†Œ์œ ๊ถŒ, ๋นŒ๋ฆผ ๋ฐ ์ œ๋กœ ๋น„์šฉ ์ถ”์ƒํ™”.

๐Ÿ“– 3 lessons ๐ŸŽฏ Programming experience in any language
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Sagas & Distributed Transactions

Distributed transaction patterns: sagas, two-phase commit, and Outbox.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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Scala for Backend Development

Hybrid functional and OO programming on the JVM with Scala 3, Akka, and Play.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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SEO Engineering for Developers

Technical SEO: crawlability, sitemaps, structured data, Core Web Vitals, and search Console.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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Serverless with AWS Lambda Advanced

Beyond hello world: cold starts, layers, container Lambdas, EventBridge, and SAM/CDK.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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Service Mesh โ€” Istio & Linkerd

Traffic management, mTLS, observability, and the service mesh pattern with Istio and Linkerd.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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Site Reliability Engineering (SRE)

SLIs, SLOs, error budgets, on-call rotations, and the SRE mindset for production reliability.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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Snowflake โ€” Cloud Data Warehouse

Snowflake architecture, virtual warehouses, semi-structured data, and cost optimization.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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Solid.js โ€” Fine-Grained Reactivity

Reactive primitives without a virtual DOM: signals, effects, and the performance-first Solid.js framework.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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Solidity โ€” Ethereum์˜ ์Šค๋งˆํŠธ ์ปจํŠธ๋ž™ํŠธ

Solidity, Hardhat ๋ฐ EVM ์ƒํƒœ๊ณ„๋กœ ๋ถ„์‚ฐ ์•ฑ ๋นŒ๋“œ, ํ…Œ์ŠคํŠธ ๋ฐ ๋ฐฐํฌ.

๐Ÿ“– 3 lessons ๐ŸŽฏ Programming experience
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Speech Recognition with Whisper

OpenAI Whisper: speech-to-text, language detection, diarization, and production STT pipelines.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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SQL๊ณผ ๋ฐ์ดํ„ฐ๋ฒ ์ด์Šค โ€” ์ œ๋กœ๋ถ€ํ„ฐ ์ฟผ๋ฆฌ ๋งˆ์Šคํ„ฐ๊นŒ์ง€

SQL์˜ ๊ธฐ์ดˆ๋ถ€ํ„ฐ ๊ณ ๊ธ‰ ์ฟผ๋ฆฌ๊นŒ์ง€ ํ•™์Šต. JOIN, ์„œ๋ธŒ์ฟผ๋ฆฌ, ์ธ๋ฑ์Šค ๋ฐ ์„ฑ๋Šฅ ์ตœ์ ํ™”.

๐Ÿ“– 4 lessons โฑ 15h ๐ŸŽฏ None
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Stable Diffusion โ€” AI ์ด๋ฏธ์ง€ ์ƒ์„ฑ

Stable Diffusion, ControlNet ๋ฐ LoRA๋กœ AI ์ด๋ฏธ์ง€ ์ƒ์„ฑ, ์ œ์–ด ๋ฐ ๋งž์ถคํ™”.

๐Ÿ“– 3 lessons ๐ŸŽฏ Python basics
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Strangler Fig โ€” Legacy Migration

Incrementally replace legacy systems with the strangler fig pattern.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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Supply Chain Security

SBOM, sigstore, SLSA, and securing the software supply chain end-to-end.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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Svelte & SvelteKit โ€” Compiled UI

Write less code with Svelte 5: runes, reactivity, and SvelteKit for full-stack apps.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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Swift์™€ iOS ๊ฐœ๋ฐœ

Swift, SwiftUI ๋ฐ ํ˜„๋Œ€ Apple ํ”„๋ ˆ์ž„์›Œํฌ๋กœ ๋„ค์ดํ‹ฐ๋ธŒ iPhone ์•ฑ ๊ตฌ์ถ•.

๐Ÿ“– 3 lessons ๐ŸŽฏ Programming experience
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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.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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Terraform โ€” ์‹ฌ์ธต Infrastructure as Code

AWS, GCP, Azure์—์„œ Terraform์œผ๋กœ ํด๋ผ์šฐ๋“œ ์ธํ”„๋ผ๋ฅผ ์„ ์–ธ์ ์œผ๋กœ ํ”„๋กœ๋น„์ €๋‹ํ•˜๊ณ  ๊ด€๋ฆฌ.

๐Ÿ“– 3 lessons ๐ŸŽฏ Cloud Computing basics
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Theory of Computation

Automata, regular languages, context-free grammars, Turing machines, and computational complexity.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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Time-Series with InfluxDB

Time-series workloads: InfluxDB, Flux queries, downsampling, and IoT pipelines.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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TypeScript โ€” ์ŠˆํผํŒŒ์›Œ๋ฅผ ๊ฐ€์ง„ JavaScript

JavaScript์šฉ ์ •์  ํƒ€์ดํ•‘: ํƒ€์ž…, ์ธํ„ฐํŽ˜์ด์Šค, ์ œ๋„ค๋ฆญ ๋ฐ ๋Œ€๊ทœ๋ชจ ํ”„๋กœ์ ํŠธ์—์„œ ํ™•์žฅ๋˜๋Š” ๊ณ ๊ธ‰ ํŒจํ„ด.

๐Ÿ“– 3 lessons โฑ 5h ๐ŸŽฏ javascript-modern
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Unreal Engine for Programmers

Unreal Engine 5: C++ programming, Blueprints, Nanite, Lumen, and shipping games.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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Vue.js โ€” ํ”„๋กœ๊ทธ๋ ˆ์‹œ๋ธŒ ํ”„๋ก ํŠธ์—”๋“œ ํ”„๋ ˆ์ž„์›Œํฌ

๋ฐ˜์‘ํ˜• UI๋ฅผ ์œ„ํ•œ Vue 3, Composition API ๋ฐ ํ˜„๋Œ€ Vue ์ƒํƒœ๊ณ„ ๋งˆ์Šคํ„ฐ.

๐Ÿ“– 3 lessons ๐ŸŽฏ JavaScript fundamentals, HTML/CSS
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Web Accessibility (WCAG 2.2)

Build for everyone: semantic HTML, ARIA, keyboard navigation, screen readers, and WCAG 2.2 AA compliance.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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Web Animations โ€” GSAP & CSS

GSAP for complex animations, scroll triggers, and physics. Plus modern CSS animation features.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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Web Components & Lit

Framework-agnostic UI with native Web Components and the Lit library.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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Web Performance โ€” Core Web Vitals

Master LCP, INP, and CLS: profiling, image optimization, code splitting, and the rendering critical path.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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WebAssembly โ€” ๊ณ ์„ฑ๋Šฅ ์›น

WebAssembly, Rust ๋ฐ ํ˜„๋Œ€ WASM ํˆด์ฒด์ธ์œผ๋กœ ๋ธŒ๋ผ์šฐ์ €์—์„œ ๋„ค์ดํ‹ฐ๋ธŒ ์†๋„ ์ฝ”๋“œ ์‹คํ–‰.

๐Ÿ“– 3 lessons ๐ŸŽฏ JavaScript, Some C/C++ or Rust
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WebGPU & 3D on the Web

WebGPU: the next-generation graphics API for the web. Compute shaders and modern 3D rendering.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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WebSockets & Real-Time Backend

Build real-time backends with WebSockets, Socket.IO, scaling, and presence tracking.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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Zig โ€” Modern Systems Programming

Zig: a manual-memory systems language with compile-time evaluation and no hidden control flow.

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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๋ฐ์ดํ„ฐ ์—”์ง€๋‹ˆ์–ด๋ง ํŒŒ์ดํ”„๋ผ์ธ

Python์œผ๋กœ ETL, Apache Airflow, Kafka ๋ฐ ํ”„๋กœ๋•์…˜ ๋ฐ์ดํ„ฐ ํŒŒ์ดํ”„๋ผ์ธ ๊ตฌ์ถ•.

๐Ÿ“– 4 lessons ๐ŸŽฏ python-ai, sql-databases, docker-containers
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๋””์ž์ธ ํŒจํ„ด๊ณผ ๋กœ์šฐ ๋ ˆ๋ฒจ ๋””์ž์ธ

SOLID ์›์น™, GoF ํŒจํ„ด(Singleton, Factory, Observer) ๋ฐ ๋ฉด์ ‘์„ ์œ„ํ•œ ๋กœ์šฐ ๋ ˆ๋ฒจ ๋””์ž์ธ.

๐Ÿ“– 4 lessons โฑ 1h ๐ŸŽฏ data-structures-algorithms, python-ai
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๋”ฅ๋Ÿฌ๋‹๊ณผ ์‹ ๊ฒฝ๋ง

์ฒ˜์Œ๋ถ€ํ„ฐ ๋ฐฐ์šฐ๋Š” ์‹ ๊ฒฝ๋ง, PyTorch, CNN ๋ฐ ์‹ค์šฉ์  ๋ฐ์ดํ„ฐ์…‹์œผ๋กœ ์‹ค์ œ ๋ชจ๋ธ ํ•™์Šต.

๐Ÿ“– 4 lessons โฑ 1h ๐ŸŽฏ machine-learning
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๋งˆ์ดํฌ๋กœ์„œ๋น„์Šค โ€” ํŒจํ„ด๊ณผ ์‹ค์ฒœ

๋งˆ์ดํฌ๋กœ์„œ๋น„์Šค ํŒจํ„ด๊ณผ ๋ชจ๋ฒ” ์‚ฌ๋ก€๋ฅผ ์‚ฌ์šฉํ•œ ๋ถ„์‚ฐ ์‹œ์Šคํ…œ ์„ค๊ณ„, ๊ตฌ์ถ• ๋ฐ ์šด์˜.

๐Ÿ“– 3 lessons ๐ŸŽฏ System Design basics
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๋ชจ๋˜ JavaScript โ€” ES6๋ถ€ํ„ฐ Async/Await๊นŒ์ง€

ํ˜„๋Œ€ JavaScript ๋งˆ์Šคํ„ฐ: ํ™”์‚ดํ‘œ ํ•จ์ˆ˜, ๊ตฌ์กฐ ๋ถ„ํ•ด, ๋ชจ๋“ˆ, Promise ๋ฐ ์‹ค์ œ ํ”„๋กœ์ ํŠธ์˜ async/await.

๐Ÿ“– 4 lessons โฑ 3h ๐ŸŽฏ web-fundamentals
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๋ชจ๋ฐ”์ผ ์•ฑ ์•„ํ‚คํ…์ฒ˜ โ€” ํด๋ฆฐํ•˜๊ณ  ํ™•์žฅ ๊ฐ€๋Šฅํ•œ

MVVM, Clean Architecture, ๋ชจ๋“ˆ์‹ ์„ค๊ณ„ ๋ฐ ์˜์กด์„ฑ ์ฃผ์ž…์„ ์‚ฌ์šฉํ•œ ํ”„๋กœ๋•์…˜ ๋ชจ๋ฐ”์ผ ์•ฑ ์•„ํ‚คํ…์ฒ˜.

๐Ÿ“– 3 lessons ๐ŸŽฏ Mobile development experience
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๋ฒกํ„ฐ ๋ฐ์ดํ„ฐ๋ฒ ์ด์Šค์™€ RAG

๊ฒ€์ƒ‰ ์ฆ๊ฐ• ์ƒ์„ฑ: ์ž„๋ฒ ๋”ฉ, ๋ฒกํ„ฐ ๊ฒ€์ƒ‰, Pinecone/Weaviate ๋ฐ ํ”„๋กœ๋•์…˜ RAG.

๐Ÿ“– 3 lessons ๐ŸŽฏ LLM basics, Python
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์‚ฌ์ด๋ฒ„ ๋ณด์•ˆ ๊ธฐ์ดˆ

OWASP Top 10, ์•”ํ˜ธํ™”, ์ธ์ฆ ๋ฐ ๋ชจ๋“  ๊ฐœ๋ฐœ์ž๋ฅผ ์œ„ํ•œ ๋ฐฉ์–ด์  ์‚ฌ๊ณ ๋ฐฉ์‹.

๐Ÿ“– 3 lessons ๐ŸŽฏ linux-bash, apis-rest
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์‹œ์Šคํ…œ ๋””์ž์ธ โ€” ํ™•์žฅ์„ฑ๊ณผ ์•„ํ‚คํ…์ฒ˜

ํ™•์žฅ์„ฑ ์›์น™, ์บ์‹ฑ, ๋กœ๋“œ ๋ฐธ๋Ÿฐ์‹ฑ ๋ฐ ์‹œ์Šคํ…œ ๋””์ž์ธ ๋ฉด์ ‘์„ ์œ„ํ•œ ํŒจํ„ด.

๐Ÿ“– 4 lessons ๐ŸŽฏ sql-databases, apis-rest, docker-containers
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์›น ๊ฐœ๋ฐœ ๊ธฐ์ดˆ

HTML, CSS, JavaScript๋ฅผ ์ฒ˜์Œ๋ถ€ํ„ฐ ๋ฐฐ์›๋‹ˆ๋‹ค. ๋ชจ๋“  ํ˜„๋Œ€ ์›น ๊ฐœ๋ฐœ์ž์˜ ํ•„์ˆ˜ ๊ธฐ๋ฐ˜.

๐Ÿ“– 4 lessons โฑ 1h ๐ŸŽฏ None
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์œค๋ฆฌ์  ํ•ดํ‚น๊ณผ ์นจํˆฌ ํ…Œ์ŠคํŒ…

๊ณต๊ฒฉ์  ๋ณด์•ˆ ํ•™์Šต: ์ •์ฐฐ, ์ต์Šคํ”Œ๋กœ์ž‡ ๋ฐ ์‹ค์Šต ๋žฉ์œผ๋กœ ๋ฐฉ์–ด์  ์‚ฌ๊ณ .

๐Ÿ“– 3 lessons ๐ŸŽฏ Cybersecurity basics, Linux
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์ž๋ฃŒ๊ตฌ์กฐ์™€ ์•Œ๊ณ ๋ฆฌ์ฆ˜

๋ฐฐ์—ด, ์—ฐ๊ฒฐ ๋ฆฌ์ŠคํŠธ, ํŠธ๋ฆฌ, ๊ทธ๋ž˜ํ”„ ๋ฐ ๊ธฐ์ˆ  ๋ฉด์ ‘๊ณผ ํšจ์œจ์ ์ธ ์ฝ”๋“œ๋ฅผ ์œ„ํ•œ ํ•ต์‹ฌ ์•Œ๊ณ ๋ฆฌ์ฆ˜.

๐Ÿ“– 4 lessons โฑ 6h ๐ŸŽฏ python-ai
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์ปดํ“จํ„ฐ ๋„คํŠธ์›Œํ‚น ๊ธฐ์ดˆ

TCP/IP, DNS, HTTP/HTTPS, WebSocket ๋ฐ ๋ชจ๋“  ๋ฐฑ์—”๋“œ ๊ฐœ๋ฐœ์ž๊ฐ€ ๋งˆ์Šคํ„ฐํ•ด์•ผ ํ•  ๋„คํŠธ์›Œํฌ ๊ฐœ๋….

๐Ÿ“– 3 lessons ๐ŸŽฏ None
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ํ”„๋กฌํ”„ํŠธ ์—”์ง€๋‹ˆ์–ด๋ง๊ณผ AI ์—์ด์ „ํŠธ

ํ”„๋กฌํ”„ํŠธ ๋งˆ์Šคํ„ฐ: chain-of-thought, few-shot, ReAct ๋ฐ LangChain์œผ๋กœ ์‹ค์šฉ์  AI ์—์ด์ „ํŠธ ๊ตฌ์ถ•.

๐Ÿ“– 5 lessons โฑ 1h ๐ŸŽฏ python-ai, nlp-and-llms
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