From 9940f39032b5e6f9d5ef83f8c3721ce5310e3eee Mon Sep 17 00:00:00 2001 From: Jaydeep Karale <97970643+jaydeepkarale@users.noreply.github.com> Date: Mon, 28 Jul 2025 07:22:16 +0530 Subject: [PATCH 1/2] Update README.md with new extensible format --- README.md | 205 ++++++++++++++++++++++++++++++++++++++++++------------ 1 file changed, 160 insertions(+), 45 deletions(-) diff --git a/README.md b/README.md index ccc6030..0fe10da 100644 --- a/README.md +++ b/README.md @@ -43,20 +43,61 @@ A curated collection of the best resources for becoming a proficient backend eng --- -## ๐Ÿ“š The Roadmap +## ๐Ÿ“– Essential Resources -### เคซเคพเค‰เค‚เคกเฅ‡เคถเคจ | The Foundation - -This book is the cornerstone of modern backend engineering. It connects almost every topic in this roadmap. Read it once at the beginning of your journey and re-read it every year. +### ๐Ÿ›๏ธ Core Foundation +The cornerstone resource that connects almost every topic in this roadmap. Read it once at the beginning of your journey and re-read it every year. * [**Designing Data-Intensive Applications by Martin Kleppmann**](https://www.amazon.in/Designing-Data-Intensive-Applications-Reliable-Maintainable/dp/9352135245) - The definitive guide to understanding the architecture of modern data systems. -### ๐Ÿ› ๏ธ Programming Language +### ๐Ÿ“š Free Ebooks Collection +High-quality, freely available books that complement the paid resources above. + +* [**Pro Git Book**](https://git-scm.com/book/en/v2) - The comprehensive guide to Git version control +* [**Green Tea Press - Free CS Books**](https://greenteapress.com/wp/) - Collection including "Think Python", "Think Java", and more +* [**Eloquent JavaScript**](https://eloquentjavascript.net/) - A beautifully written, free online book for JavaScript +* [**The Go Programming Language Specification**](https://go.dev/ref/spec) - The authoritative language reference +* [**Rust Book**](https://doc.rust-lang.org/book/) - The official, comprehensive Rust programming guide +* [**Database Systems: The Complete Book**](http://infolab.stanford.edu/~ullman/dscb.html) - Stanford's database systems textbook +* [**Introduction to Algorithms (Selected Chapters)**](https://mitpress.mit.edu/9780262046305/introduction-to-algorithms/) - MIT's algorithm bible (some chapters freely available) + +### ๐ŸŽฅ Video Course Collections +Comprehensive video-based learning paths organized by platform. + +#### YouTube Channels +* [**Hussein Nasser**](https://www.youtube.com/@hnasr) - Deep dives into backend technologies and protocols +* [**Gaurav Sen**](https://www.youtube.com/@GauravSensei) - System design interview preparation +* [**freeCodeCamp.org**](https://www.youtube.com/@freecodecamp) - Full-length courses on various topics +* [**MIT OpenCourseWare**](https://www.youtube.com/@mitocw) - University-level computer science courses + +#### Premium Platforms +* [**Udemy Backend Courses**](https://www.udemy.com/topic/back-end-development/) - Practical, project-based learning +* [**Pluralsight Backend Path**](https://www.pluralsight.com/browse/software-development/back-end) - Comprehensive skill paths +* [**Coursera System Design**](https://www.coursera.org/specializations/computer-systems-design) - University-partnered specializations + +### ๐Ÿ“ฐ Blogs & Articles +Stay updated with industry trends and deep technical insights. + +#### Company Engineering Blogs +* [**Netflix Tech Blog**](https://netflixtechblog.com/) - Microservices, streaming, and scale +* [**Uber Engineering**](https://eng.uber.com/) - Real-time systems and data processing +* [**Twitter Engineering**](https://blog.twitter.com/engineering/en_us) - Social media scale challenges +* [**Instagram Engineering**](https://instagram-engineering.com/) - Photo sharing infrastructure +* [**Airbnb Engineering**](https://medium.com/airbnb-engineering) - Marketplace and booking systems + +#### Individual Technical Blogs +* [**Martin Fowler**](https://martinfowler.com/) - Software architecture and design patterns +* [**High Scalability**](http://highscalability.com/) - System architecture case studies +* [**All Things Distributed**](https://www.allthingsdistributed.com/) - AWS CTO's insights on distributed systems -Your primary tool. Master one language first before trying to learn others. The goal is to write clean, efficient, and idiomatic code. +--- -#### ๐Ÿ Python +## ๐Ÿ› ๏ธ Technical Skills Roadmap +### ๐Ÿ”ค Programming Languages +Master one language first before trying to learn others. The goal is to write clean, efficient, and idiomatic code. + +#### ๐Ÿ Python * **Tier 1: The Basics** * [**Python for Everybody (Course)**](https://www.py4e.com/book) - An incredibly accessible university-level course that's perfect for absolute beginners. * [**Exercism's Python Track (Practice)**](https://exercism.org/tracks/python) - Solve coding problems and get mentored for free. The best way to get hands-on. @@ -67,7 +108,6 @@ Your primary tool. Master one language first before trying to learn others. The * [**Fluent Python (Book)**](https://www.amazon.in/Fluent-Python-Concise-Effective-Programming/dp/9352132335) - The ultimate book for understanding how to write "Pythonic" code. This separates the amateurs from the pros. #### ๐Ÿน Go (Golang) - * **Tier 1: The Basics** * [**A Tour of Go (Official Tour)**](https://go.dev/tour/) - The non-negotiable, interactive starting point for every new Go developer. * [**Go by Example (Website)**](https://gobyexample.com/) - A fantastic hands-on reference for core language features. @@ -79,7 +119,6 @@ Your primary tool. Master one language first before trying to learn others. The * Explore standard library source code to understand implementation details. #### ๐Ÿ“œ JavaScript (Node.js) - * **Tier 1: The Basics** * [**MDN Web Docs for JavaScript (Reference)**](https://developer.mozilla.org/en-US/docs/Web/JavaScript) - The best and most accurate reference for the JS language. * [**freeCodeCamp - Backend APIs (Course)**](https://www.freecodecamp.org/learn/back-end-development-and-apis/) - A full, project-based curriculum for learning Node.js. @@ -90,61 +129,83 @@ Your primary tool. Master one language first before trying to learn others. The * [**Node.js Design Patterns (Book)**](https://www.nodejsdesignpatterns.com/) - Learn to build enterprise-grade, scalable applications in Node.js. * Explore popular library source code (e.g., Express, Fastify) to understand how they work. -### ๐Ÿ”Œ API Design & REST - -* **Tier 1: Concepts** +### ๐Ÿ”Œ API Design & Development +* **Tier 1: REST Fundamentals** * [**Richardson Maturity Model (Article)**](https://martinfowler.com/articles/richardsonMaturityModel.html) - Essential reading to understand what makes an API truly "RESTful". * [**What is REST (Video)**](https://www.youtube.com/watch?v=qVTAB8Z2VmA) - A great conceptual overview from Hussein Nasser. -* **Tier 2: Best Practices** +* **Tier 2: Best Practices & Standards** * [**Microsoft API Design Guidance (Docs)**](https://learn.microsoft.com/en-us/azure/architecture/best-practices/api-design) - A fantastic, vendor-neutral guide on API best practices. * [**Build APIs You Won't Hate (Book)**](https://apisyouwonthate.com/books/build-apis-you-wont-hate) - A pragmatic and popular book on creating usable and maintainable APIs. +* **Tier 3: Advanced API Patterns** + * **GraphQL** - Learn query-based APIs + * **gRPC** - High-performance RPC framework + * **WebSockets** - Real-time communication -### ๐Ÿ—„๏ธ Databases +### ๐Ÿ—„๏ธ Database Technologies -#### General Concepts +#### Fundamentals * [**Use The Index, Luke! (Website)**](https://use-the-index-luke.com/) - A masterclass on database indexing, the most important topic for performance. * [**CMU Intro to Database Systems (Course)**](https://www.youtube.com/playlist?list=PLSE8OD_ftxgvWwpaVyMMProV454h2M-4w) - A free, university-level course for a deep, foundational understanding. -#### ๐Ÿ˜ PostgreSQL (Relational) -* **Tier 1: Get Started** +#### ๐Ÿ˜ Relational Databases (PostgreSQL) +* **Tier 1: SQL Mastery** * [**Postgres Exercises (Interactive)**](https://pgexercises.com/) - Learn SQL by doing. -* **Tier 2: Deep Dive** +* **Tier 2: PostgreSQL Deep Dive** * [**Official PostgreSQL Documentation (Docs)**](https://www.postgresql.org/docs/) - World-class documentation. Learn to navigate it. * Learn about `EXPLAIN ANALYZE` to debug your query performance. +* **Tier 3: Advanced Features** + * **Stored Procedures & Functions** + * **Full-Text Search** + * **JSON/JSONB Operations** -#### ๐Ÿƒ MongoDB (NoSQL) -* **Tier 1: Get Started** +#### ๐Ÿƒ NoSQL Databases (MongoDB) +* **Tier 1: Document Databases** * [**MongoDB University (Official Courses)**](https://learn.mongodb.com/) - Free, high-quality courses are the absolute best place to start. -* **Tier 2: Deep Dive** +* **Tier 2: Production Optimization** * [**MongoDB Documentation (Docs)**](https://www.mongodb.com/docs/) - Learn about indexing, aggregation pipelines, and schema design best practices. +* **Tier 3: Scaling & Operations** + * **Sharding Strategies** + * **Replica Sets** + * **Performance Monitoring** -### ๐Ÿ”‘ Authentication & Authorization - -* **Tier 1: Concepts** +### ๐Ÿ” Security & Authentication +* **Tier 1: Authentication Basics** * [**OAuth 2.0 and OpenID Connect (Videos)**](https://www.youtube.com/watch?v=t180zO0I_hY) - An excellent conceptual overview from Okta. * [**Official OAuth 2.0 Website (Docs)**](https://oauth.net/2/) - Go to the source to understand the specification. -* **Tier 2: Implementation** +* **Tier 2: Implementation Patterns** * [**Okta & Auth0 Developer Blogs**](https://developer.okta.com/blog/) - The industry leaders in this space, with countless tutorials on every auth-related topic. +* **Tier 3: Advanced Security** + * **JWT Best Practices** + * **Rate Limiting & DDoS Protection** + * **OWASP Top 10** -### ๐Ÿ”„ Background Jobs & Queues - -* **Tier 1: Concepts & Tools** - * [**RabbitMQ Tutorials (Official)**](https://www.rabbitmq.com/getstarted.html) - Fantastic tutorials with examples in many languages that teach the core patterns of message queues. - * [**Celery Docs (Python)**](https://docs.celeryq.dev/en/stable/getting-started/first-steps-with-celery.html) - The go-to library for background jobs in the Python ecosystem. -* **Tier 2: Architectural Patterns** - * Re-read the chapters on Message Brokers in **"Designing Data-Intensive Applications"**. +--- -### ๐Ÿณ Docker & CI/CD +## ๐Ÿ”ง DevOps & Infrastructure -* **Tier 1: Containerization with Docker** +### ๐Ÿณ Containerization & Orchestration +* **Tier 1: Docker Fundamentals** * [**Play with Docker (Interactive)**](https://labs.play-with-docker.com/) - A live Docker environment in your browser. * [**Docker for the Absolute Beginner (Course)**](https://www.udemy.com/course/docker-for-the-absolute-beginner/) - A highly-rated, gentle introduction. -* **Tier 2: Automation with CI/CD** +* **Tier 2: Container Orchestration** + * **Kubernetes Basics** + * **Docker Compose for Multi-Container Apps** +* **Tier 3: Production Deployment** + * **Kubernetes in Production** + * **Service Mesh (Istio)** + +### ๐Ÿ”„ CI/CD & Automation +* **Tier 1: Version Control & Basic CI/CD** * [**GitHub Actions Documentation (Docs)**](https://docs.github.com/en/actions) - Learn to automate your build, test, and deployment workflows directly from GitHub. * [**GitLab CI/CD Documentation (Docs)**](https://docs.gitlab.com/ee/ci/) - The equivalent for the GitLab ecosystem. - -### โ˜๏ธ Cloud (AWS / Azure / GCP) - +* **Tier 2: Advanced Pipelines** + * **Testing Strategies in CI/CD** + * **Blue-Green & Canary Deployments** +* **Tier 3: Enterprise DevOps** + * **Infrastructure as Code (Terraform)** + * **Monitoring & Alerting Integration** + +### โ˜๏ธ Cloud Platforms Pick one provider and learn its core services. The concepts are transferable. * **Tier 1: Cloud Fundamentals** @@ -154,35 +215,89 @@ Pick one provider and learn its core services. The concepts are transferable. * **Tier 2: Core Developer Services** * Focus on the key services: **Compute** (EC2, Lambda), **Storage** (S3), **Databases** (RDS), and **Networking** (VPC). * [**freeCodeCamp's AWS for Developers Course (Video)**](https://www.youtube.com/watch?v=SOTamWd6-2c) - A practical, 10-hour course. +* **Tier 3: Advanced Cloud Architecture** + * **Serverless Architectures** + * **Multi-Region Deployments** + * **Cost Optimization Strategies** -### โšก Caching +--- + +## โšก Performance & Scalability -* **Tier 1: Concepts & Tools (Redis)** +### ๐ŸŽฏ Caching Strategies +* **Tier 1: Redis Fundamentals** * [**Redis University (Official Courses)**](https://redis.com/redis-enterprise/training/redis-university/) - The best place to start learning Redis from the experts. * [**Redis in Action (Book)**](https://redis.com/ebook/redis-in-action/) - A classic, practical guide to solving problems with Redis. * **Tier 2: Caching Patterns** * [**AWS Caching Patterns (Article)**](https://aws.amazon.com/caching/caching-patterns/) - A great overview of common strategies like Cache-Aside, Read-Through, and Write-Through. +* **Tier 3: Distributed Caching** + * **Cache Invalidation Strategies** + * **CDN Integration** + * **Multi-Layer Caching** -### ๐Ÿ”ญ Observability & Logging +### ๐Ÿ”„ Message Queues & Background Processing +* **Tier 1: Queue Fundamentals** + * [**RabbitMQ Tutorials (Official)**](https://www.rabbitmq.com/getstarted.html) - Fantastic tutorials with examples in many languages that teach the core patterns of message queues. + * [**Celery Docs (Python)**](https://docs.celeryq.dev/en/stable/getting-started/first-steps-with-celery.html) - The go-to library for background jobs in the Python ecosystem. +* **Tier 2: Message Patterns** + * Re-read the chapters on Message Brokers in **"Designing Data-Intensive Applications"**. +* **Tier 3: Event-Driven Architecture** + * **Apache Kafka** + * **Event Sourcing** + * **CQRS Pattern** +### ๐Ÿ”ญ Monitoring & Observability * **Tier 1: The Three Pillars** * [**Observability vs. Monitoring (Article)**](https://www.honeycomb.io/observability-vs-monitoring) - Understand the modern philosophy of observability (Logs, Metrics, Traces). -* **Tier 2: Tooling** +* **Tier 2: Implementation** * [**Prometheus & Grafana (Docs)**](https://prometheus.io/docs/introduction/overview/) - Learn the industry-standard open-source stack for metrics and dashboards. * [**OpenTelemetry (Docs)**](https://opentelemetry.io/docs/) - The future of instrumentation. Learn how to generate traces from your applications. +* **Tier 3: Advanced Observability** + * **Distributed Tracing** + * **Error Tracking & Alerting** + * **Performance Profiling** + +--- -### ๐Ÿ—๏ธ System Design +## ๐Ÿ—๏ธ System Design & Architecture This is the capstone that brings everything together. -* **Tier 1: Foundations** +### ๐Ÿ“ Design Fundamentals +* **Tier 1: Core Concepts** * [**System Design Primer (GitHub Repo)**](https://github.com/donnemartin/system-design-primer) - The most famous free resource, covering a huge range of topics. * [**Gaurav Sen (YouTube)**](https://www.youtube.com/@GauravSensei) - Excellent videos breaking down system design interview questions (e.g., "Design WhatsApp"). -* **Tier 2: Deep Dives & Real World Examples** + +### ๐Ÿ” Deep Dives & Case Studies +* **Tier 2: Real-World Examples** * [**Hussein Nasser (YouTube)**](https://www.youtube.com/@hnasr) - Extremely deep dives into specific backend technologies and protocols. * [**Engineering Blogs**](https://github.com/kilimchoi/engineering-blogs) - Read blogs from companies like Netflix, Uber, and Twitter to see how they solve problems at massive scale. + +### ๐Ÿš€ Advanced Architecture Patterns * **Tier 3: Mastery** * Read **"Designing Data-Intensive Applications"** for a second time. It will all make much more sense now. + * **Microservices Architecture** + * **Event-Driven Systems** + * **Domain-Driven Design** + +--- + +## ๐Ÿ› ๏ธ Practical Projects + +### ๐Ÿ Beginner Projects +* **REST API with CRUD Operations** - Build a simple blog or todo API +* **Authentication Service** - Implement JWT-based auth +* **File Upload Service** - Handle file storage and retrieval + +### ๐Ÿš€ Intermediate Projects +* **Microservices Architecture** - Break down a monolith into services +* **Real-time Chat Application** - WebSockets and message queues +* **Caching Layer Implementation** - Add Redis to an existing API + +### ๐Ÿ† Advanced Projects +* **Distributed System Design** - Build a URL shortener like bit.ly +* **Event-Driven E-commerce Platform** - Complete system with multiple services +* **High-Traffic API Gateway** - Rate limiting, load balancing, monitoring --- From 2ef72f23a531bce4fedc247fa68b2fc8c482e619 Mon Sep 17 00:00:00 2001 From: Jaydeep Karale Date: Tue, 21 Jul 2026 20:03:46 +0530 Subject: [PATCH 2/2] dummy --- dummy.txt | 0 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 dummy.txt diff --git a/dummy.txt b/dummy.txt new file mode 100644 index 0000000..e69de29