Collection of notebooks about quantitative finance, with interactive python code.
- quantitative-finance
- jupyter-notebooks
- kalman-filter
- option-pricing
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Toturials coming with the "data science roadmap" picture.
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
TranslatedTensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0 version introductory example code and hands-on tutorials.
- tensorflow
- tensorflow-examples
- tensorflow-tutorials
- tensorflow-2
Standard and Advanced Demos for learn.cantrill.io courses
Learn where some of the network sysctl variables fit into the Linux/Kernel network flow. Translations: 🇷🇺
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
🚀 Real-world DevOps projects for aspiring engineers — Beginner to Advanced. Covers AWS, Kubernetes, Docker, CI/CD, Terraform, Jenkins, and more. Hands-on learning with step-by-step guides.
- devops
- devops-learning
- devops-poc
- devops-project
TranslatedThis is a minimalist Nginx tutorial, intended to help beginners get started with Nginx quickly.
TranslatedWith only a Python foundation, build your own embodied intelligence robot from scratch; step by step from scratch, build VLA/OpenVLA/SmolVLA/Pi0, and gain a deep understanding of embodied intelligence
- embodied-agent
- embodied-ai
- embodied-intelligence
- openvla
Tutorial for the Vulkan graphics and compute API
Claude Code guide in three levels, Beginner to Advanced: hands-on lessons with checked exercises, every volatile fact cited to its source. Independent community guide.
- agent-skills
- agentic-coding
- ai-agents
- anthropic
:earth_americas: machine learning tutorials (mainly in Python3)
Quantitative analysis, strategies and backtests
- quantitative-finance
- quantitative-trading
- portfolio-management
- risk-management
JavaScript SDK Design Guide extracted from work and personal experience
- javascript-sdk
- sdk
- javascript
- document
Signal forecasting with a Sequence-to-Sequence (seq2seq) Recurrent Neural Network (RNN) model in TensorFlow - Guillaume Chevalier
- seq2seq
- tensorflow
- tensorflow-tutorials
- python
A collection useful tips for the Swift language
- swift
- tips
Serverless Reference Architecture for creating a Mobile Backend
ARKit - Place virtual objects using ARKit.
Using custom vertex and fragment shaders in ThreeJS
A brief introduction to fragment shaders.
Rust - F# - Rust reference
small LLM inference engine from scratch, w/ 6+ hours of youtube tutorials & 85+ pages of handwritten notes included
Translated🐋 Complete guide in Russian: how to install and run DeepSeek locally (V4, R1) on PC, Mac and server — Ollama, llama.cpp, LM Studio, vLLM, Open WebUI, API, RAG, agents, fine-tuning, best tips and tricks
- ai-agents
- deepseek
- deepseek-r1
- deepseek-v4