> ## Documentation Index > Fetch the complete documentation index at: https://resources.devweekends.com/llms.txt > Use this file to discover all available pages before exploring further. # All Courses > Browse our comprehensive collection of courses, from AI Engineering to Low-Level Systems. Welcome to our courses platform. We've organized our content into specialized tracks to help you find exactly what you're looking for. ## AI & Machine Learning Master the future of technology with our deep dives into AI engineering and the mathematical foundations of machine learning. > **[AI Engineering](https://resources.devweekends.com/ai-engineering/overview.md)** > > Build production-ready AI apps with LLMs, agents, and modern infrastructure. > **[ML Mastery](https://resources.devweekends.com/courses/ml-mastery/00-introduction.md)** > > Complete roadmap from basic predictions to advanced model deployment. > **[Deep Learning](https://resources.devweekends.com/courses/deep-learning-mastery/00-overview.md)** > > Master CNNs, Transformers, GANs, and the latest foundation models. > **[Linear Algebra](https://resources.devweekends.com/courses/math-for-ml-linear-algebra/01-introduction.md)** > > The essential math behind embeddings, PCA, and neural networks. > **[Calculus for ML](https://resources.devweekends.com/courses/math-for-ml-calculus/00-introduction.md)** > > Understand derivatives, gradients, and optimization for training models. > **[Stats for ML](https://resources.devweekends.com/courses/statistics-for-ml/01-introduction.md)** > > Probability, distributions, and hypothesis testing for data science. ## Systems & Architecture Build robust, scalable, and high-performance systems with our core engineering courses. > **[System Design (HLD)](https://resources.devweekends.com/system-design/overview.md)** > > Design scalable systems like Twitter, WhatsApp, and Netflix at scale. > **[Low Level Design](https://resources.devweekends.com/lld/overview.md)** > > Master OOP, SOLID principles, and design patterns for interviews. > **[Distributed Systems](https://resources.devweekends.com/courses/distributed-systems/overview.md)** > > Consensus, replication, and fault-tolerance in modern infrastructure. > **[Operating Systems](https://resources.devweekends.com/operating-systems/overview.md)** > > Process management, memory, I/O, and kernel internals. > **[Linux Internals](https://resources.devweekends.com/courses/linux-internals/overview.md)** > > Deep dive into the Linux kernel, namespaces, cgroups, and eBPF. > **[Networking](https://resources.devweekends.com/courses/networking-mastery/01-overview.md)** > > TCP/IP, DNS, BGP, and modern container networking. > **[Engineering Topics](https://resources.devweekends.com/engineering/overview.md)** > > CS Fundamentals, Design Principles, Architecture Patterns, and DevOps. > **[DB Engineering](https://resources.devweekends.com/courses/database-engineering/overview.md)** > > Internals, indexing, query optimization, and storage engines. ## Cloud & DevOps Master modern infrastructure and automation with our cloud engineering tracks. > **[Azure Engineering](https://resources.devweekends.com/courses/azure-cloud-engineering/00-overview.md)** > > Master Azure services, identity, networking, and security. > **[GCP Engineering](https://resources.devweekends.com/courses/gcp-cloud-engineering/00-overview.md)** > > Master Google Cloud Platform services, GKE, IAM, and networking. > **[AWS Cloud](https://resources.devweekends.com/aws/overview.md)** > > Core AWS concepts, serverless, security, and well-architected patterns. > **[DevOps Tools](https://resources.devweekends.com/courses/devops-tools/overview.md)** > > Docker, Kubernetes, Git, Kafka, and RabbitMQ crash courses. ## Backend Development Build powerful server-side applications with modern frameworks and languages. > **[Go Lang Mastery](https://resources.devweekends.com/courses/go-lang-mastery/01-introduction.md)** > > Concurrency, interfaces, and production Go patterns. > **[Spring Boot](https://resources.devweekends.com/courses/spring-boot-microservices/00-overview.md)** > > Build enterprise-grade microservices with Spring Boot and Java. > **[Microservices](https://resources.devweekends.com/courses/microservices-mastery/00-overview.md)** > > DDD, sync/async communication, and service mesh. > **[NestJS Mastery](https://resources.devweekends.com/courses/nestjs/overview.md)** > > Advanced Node.js with TypeScript and dependency injection. > **[Node.js Crash Course](https://resources.devweekends.com/courses/node-crash-course/01-intro-setup.md)** > > Streams, events, Express, and building real-world APIs. ## Programming Languages Master the syntax and patterns of the most popular programming languages. > **[C Programming](https://resources.devweekends.com/courses/c-programming/overview.md)** > > Pointers, memory layout, and systems programming in C. > **[C++ Crash Course](https://resources.devweekends.com/courses/cpp-crash-course/overview.md)** > > Modern C++, STL, and memory management. > **[Java Crash Course](https://resources.devweekends.com/courses/java-crash-course/overview.md)** > > OOP, collections, concurrency, and modern Java features. > **[JavaScript](https://resources.devweekends.com/courses/javascript-crash-course/overview.md)** > > Async, prototypes, DOM, and modern ES6+ features. > **[TypeScript](https://resources.devweekends.com/courses/typescript-crash-course/overview.md)** > > Advanced types, interfaces, and generic programming. > **[Python](https://resources.devweekends.com/courses/python-crash-course/overview.md)** > > Async, decorators, and data structures for engineers. ## Frontend & Mobile Build beautiful and performant user interfaces for web and mobile. > **[Angular Mastery](https://resources.devweekends.com/courses/angular-crash-course/00-overview.md)** > > Signals, RxJS, and enterprise-grade Angular patterns. > **[React Crash Course](https://resources.devweekends.com/courses/react-crash-course/01-intro-jsx.md)** > > Hooks, Context API, Redux, and modern React patterns. > **[React Native](https://resources.devweekends.com/courses/react-native-crash-course/overview.md)** > > Build cross-platform mobile apps with React. ## AI & Engineering Tools Master the tools that boost your productivity and enable modern AI development. > **[Cursor](https://resources.devweekends.com/ai-tools/cursor)** > > The AI-powered code editor for fast development. > **[Windsurf](https://resources.devweekends.com/ai-tools/windsurf)** > > Agentic IDE for collaborative AI programming. > **[Claude Code](https://resources.devweekends.com/ai-tools/claude-code)** > > CLI agent for terminal-based AI development. ## Computer Science Core Master the fundamentals of computer science and algorithmic problem solving. > **[DSA Patterns](https://resources.devweekends.com/dsa-patterns/overview.md)** > > Common patterns like Two Pointers, Sliding Window, and DP. > **[Competitive Programming](https://resources.devweekends.com/courses/competitive-programming/00-overview.md)** > > Advanced algorithms and contest strategies for CP. > **[Build Your Own X](https://resources.devweekends.com/courses/build-your-own-x/overview.md)** > > Build Git, Redis, and Docker from scratch to learn internals. ## Big Data & Distributed Tools Master the most powerful tools for large-scale data processing and storage. > **[Apache Hadoop](https://resources.devweekends.com/distributed-systems-tools/hadoop-overview.md)** > > HDFS, MapReduce, YARN, and the Hadoop ecosystem. > **[Apache Spark](https://resources.devweekends.com/distributed-systems-tools/spark-overview.md)** > > Large-scale data processing, SQL, and streaming. > **[Apache Flink](https://resources.devweekends.com/distributed-systems-tools/flink-overview.md)** > > Stateful computations over data streams. > **[Apache Beam](https://resources.devweekends.com/distributed-systems-tools/beam-overview.md)** > > Unified model for batch and streaming data processing. > **[Apache Airflow](https://resources.devweekends.com/distributed-systems-tools/airflow-overview.md)** > > Programmatically author, schedule, and monitor workflows. > **[Apache Cassandra](https://resources.devweekends.com/distributed-systems-tools/cassandra-overview.md)** > > Highly available, scalable NoSQL database. > **[Neo4j Graph DB](https://resources.devweekends.com/distributed-systems-tools/neo4j-overview.md)** > > World's leading graph database and Cypher query language. ## Specialized Tracks Specific skills for niche domains and advanced engineering tools. > **[MongoDB](https://resources.devweekends.com/courses/mongodb-crash-course/01-intro-nosql.md)** > > NoSQL modeling, aggregation pipelines, and indexing. > **[Testing Tools](https://resources.devweekends.com/courses/testing-tools/jest.md)** > > Playwright, Jest, Mocha, and SonarQube for quality. > **[HIPAA Mastery](https://resources.devweekends.com/courses/hipaa-compliance/overview.md)** > > Compliance, security architecture, and audit logging. > **[Engineering Papers](https://resources.devweekends.com/courses/engineering-papers/chapter-1-introduction.md)** > > Deep dives into seminal papers like GFS and MapReduce. 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