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Demystify RAG by building it from scratch. Local LLMs, no black boxes - real understanding of embeddings, vector search, retrieval, and context-augmented generation.
Master Modern C++(11/14/17/20) Templates: TMP, SFINAE, Concepts, CRTP, Variadic Magic, and Compile-Time Sorcery
- cpp-templates
- template-metaprogramming
ACPI Hotpatch Samples for the OpenCore Bootloader
- hackintosh
- macos
- opencore
- bootloader
Interactive data analytics
Learn Flexbox in 30 days with 30 code tidbits ✨
- css
- flexbox
- flexbox-css
- flexboxcss
我是 yck，✍️ 这里是写博客以及记录学习的地方
- javascript
- blog
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
A deep-dive on the entire history of deep-learning
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.
A collection of 360+ Jupyter Python notebook examples for using Google Earth Engine with interactive mapping
- earth-engine
- google-earth-engine
- gis
- remote-sensing
Java 8 for all of us
- java-8
- tutorial
- missing-tutorial
- lambda
First AI Journey for DevOps - with comprehensive learning paths, practical tips, and enterprise guidelines
Chinese keras documents with more examples, explanations and tips.
A small tutorial to show how to create a PHP application without a framework.
- tutorial
- php
- framework-agnostic
- dependency-injection
A set of LangChain Tutorials from my youtube channel
A series of Jupyter notebooks with Chinese comment that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
AWS Glue code samples
Photogrammetry Guide. Photogrammetry is widely used for Aerial surveying, Agriculture, Architecture, 3D Games, Robotics, Archaeology, Construction, Emergency management, and Medical.
- photogrammetry
- structure-from-motion
- multiview-stereo
- geospatial
Tutorial series demonstrating how to build a retro first-person shooter from scratch in Swift
Floating Point Math Examples
PipeWire Guide. Learn about how PipeWire gives your Linux system a Professional Audio/Video Processing workflow.
- pipewire
- audio
- audio-processing
- video-streaming