Demystify RAG by building it from scratch. Local LLMs, no black boxes - real understanding of embeddings, vector search, retrieval, and context-augmented generation.
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The basic distribution probability Tutorial for Deep Learning Researchers
- deep-learning
- mathmatics
- probability
- gaussian
Claude reads its own source code — 17-chapter architectural deep-dive into Claude Code v2.1.88. EN/ZH bilingual.
Complete tutorial materials for building MCP servers with Docker - from NetworkChuck's video
Vitis In-Depth Tutorials
- embedded
- fpga
- embedded-systems
- aiengine
I am using this repository to document my devops journey. I follow the process of learning everything by tasks. Every task has an associated objective that encompasses an underlying concept. Concepts including CloudProviders, Containers, ContainersOrchestration, Databases, InfrastructureAsCode, Interview, VersionControl etc in progress
Instructions on how to use the Realtime API on Microcontrollers and Embedded Platforms
A 100-day challenge exploring IoT and embedded systems using ESP32, ESP8266, and Raspberry Pi Pico with MicroPython. Each day covers a new sensor or module with complete code, circuit diagram, and explanation.
Ipython notebook presentations for getting starting with basic programming, statistics and machine learning techniques
A Python 3 programming tutorial for beginners.
First AI Journey for DevOps - with comprehensive learning paths, practical tips, and enterprise guidelines
Embrace JavaScript naturally and confidently with coding challenges crafted not only for beginners but for JavaScript lovers, regardless of their level of expertise.
- javascript
- javascript-interview-questions
- javascript-quiz
- javascript-questions
GAN Lab: An Interactive, Visual Experimentation Tool for Generative Adversarial Networks
JavaScript SDK Design Guide extracted from work and personal experience
- javascript-sdk
- sdk
- javascript
- document
IT 140 Module One: Setup Tasks repository. This repo provides step-by-step instructions and commands to install the course IDE needed to complete all subsequent course activities.
Learn cloud security by building it! An open-source homelab teaching Zero Trust, DevSecOps, IaC, and cloud architecture from the ground up.
Avoid The One-off Problem, Infinite Loops, Statefulness and Hidden intent.
- tail-recursion
- loops
- higher-order-function
- fp
Coordinators Essential tutorial
- coordinators
- protocols
- application-coordinator
- swift
💬 The Step-by-Step Beginners Tutorial for Building, Testing & Deploying a Chat app in Phoenix 🚀
- phoenix
- elixir
- elixir-lang
- beginner
Data Hacking Project
How to build useful, profitable apps in 2026. Clone it and point your coding agent at AGENTS.md.
🔐 Tutorial of setting up Security for your API with one way authentication with TLS/SSL and mutual authentication for a java based web server and a client with both Spring Boot. Different clients are provided such as Apache HttpClient, OkHttp, Spring RestTemplate, Spring WebFlux WebClient Jetty and Netty, the old and the new JDK HttpClient, the old and the new Jersey Client, Google HttpClient, Unirest, Retrofit, Feign, Methanol, vertx, Scala client Finagle, Featherbed, Dispatch Reboot, AsyncHttpClient, Sttp, Akka, Requests Scala, Http4s Blaze, Kotlin client Fuel, http4k, Kohttp and ktor. Also other server examples are available such as jersey with grizzly. Also gRPC, WebSocket and ElasticSearch examples are included
- tls
- truststore
- certificate
- keystore
Swift Playground giving an overview over the inner workings of modern compilers
Deep Learning Resources and Tutorials using Keras and Lasagne