TranslatedFree interactive 3D science lessons for high school · 铜匠实验室 (Tongjiang Lab, "Coppersmith Laboratory") · https://lab.tongjiang.app
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Readings in applied data science
- teaching
- data-science
:mortar_board: The sequel to shader-school: Learn the WebGL API
Introduction to Statistics using Python
Don't memorize ML. Understand it from first principles including Inference, Cuda, Deep Learning, Data Science and Reinforcement Learning
- cli
- deep-learning
- education
- from-scratch
A Workshopper module that teaches you to use promises in javascript
Learn Express.js from the author of one of the best books on Express.js—Pro Express.js— with this workshop that will teach you basics of Express.js.
Learn cloud security by building it! An open-source homelab teaching Zero Trust, DevSecOps, IaC, and cloud architecture from the ground up.
IPython notebooks on Gilbert Strang's MIT course on linear algebra (18.06)
Slides, scripts and materials for the Machine Learning in Finance Course at NYU Tandon, 2022
- coursework
- fraud-detection
- introduction-to-machine-learning
- machine-learning
Learn Robotics with JdeRobot
open source software construction course
Trilhas de estudo de Ciência de Dados derivadas das aulas da Profa. Cibele Russo (ICMC/USP)
TranslatedChinese tutorial for Stanford CS329Z Engineering AI Agents: an AI agent course for Python developers, with 19 lectures and 4 hands-on practices, covering LLMs, RAG, tool calling, memory, multi-agent systems, evaluation, and safety. Full Markdown, online and offline HTML. Chinese course notes.
the best machine learning tutorials on the web
get started with ARKit - a little exercise for beginners
Presentation materials presented at C++Now 2014
EventStorming workshop, this is a hands-on workshop. Contains such topics: DDD, Event storming, Specification by example. Including the AWS product : Serverless Lambda , DynamoDB, Fargate, CloudWatch.
- aws
- eventstorming
- ddd
- serverless
wip - we are building this out now in prep for the real course
a nodeschool.io-style workshopper for learning how to debug Node.js apps
Free Course : Data, Machine Learning, Deep Learning and AI Engineering, the long way round: the math, the code, the systems and the security. 173 lessons, 166 runnable labs, no shortcuts. Free under CC BY-NC 4.0.
- ai-engineering
- course
- data-engineering
- deep-learning
Learn everything about Go in 7 days (from a Nodejs developer).
- 103cuong
- golang
- go
- roadmap
Quantitative Economics
Materials for STATS 418 - Tools in Data Science course taught in the Master of Applied Statistics at UCLA