rohwid

hands-on-llms

🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

kafka-images

Confluent Docker images for Apache Kafka

build-nanogpt

Video+code lecture on building nanoGPT from scratch

translation-agent

llm-zoomcamp

LLM Zoomcamp - a free online course about building a Q&A system

evaluate-llms

Includes examples on how to evaluate LLMs

minbpe

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

Awesome-AI-Data-GitHub-Repos

A collection of the most important Github repos for ML, AI & Data science practitioners

powerline

Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile.

mlops-zoomcamp

Free MLOps course from DataTalks.Club

data-engineering-zoomcamp

Free Data Engineering course!

Real-Time-Stock-Price-Tracker-using-Kafka

A real time stock prices tracker using Kafka

system-design-101

Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.

demo-scene

👾Scripts and samples to support Confluent Demos and Talks. ⚠️Might be rough around the edges ;-) 👉For automated tutorials and QA'd code, see https://github.com/confluentinc/examples/

python-mastery

Advanced Python Mastery (course by @dabeaz)

kafka-stack-docker-compose

docker compose files to create a fully working kafka stack

debezium-examples

Examples for running Debezium (Configuration, Docker Compose files etc.)

langchain-tutorials

Overview and tutorial of the LangChain Library

FlexGen

Running large language models on a single GPU for throughput-oriented scenarios.

OpenFreezeCenter

For Those running Linux Distro on MSI laptops. This is the Graphic User Interface application meant for Fan control in Linux.

Indonesia-Postal-And-Area

Indonesia Postal Code & Area (BPS)

Practical-Deep-Learning-at-Scale-with-MLFlow

Practical Deep Learning at Scale with MLFlow, published by Packt

Machine-Learning-for-Streaming-Data-with-Python

Machine Learning for Streaming Data with Python, published by Packt

Hyperparameter-Tuning-with-Python

Hyperparameter Tuning with Python

Applied-Machine-Learning-Explainability-Techniques

Applied Machine Learning Explainability Techniques, published by Packt

Comet-for-Data-Science

Comet for Data Science, published by Packt

Deep-Learning-in-Production

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

3rs-of-software-architecture

A guide on how to write readable, reusable, and refactorable software

code-review-tips

:microscope: Common problems to look for in a code review

clean-code-javascript

:bathtub: Clean Code concepts adapted for JavaScript