Agus Gunawan

mml-book.github.io. Companion webpage to the book "Mathematics For Machine Learning"

prompts.chat. f.k.a. Awesome ChatGPT Prompts. Share, discover, and collect prompts from the community. Free and open source — self-host for your organization with complete privacy.

machine-learning-for-software-engineers. A complete daily plan for studying to become a machine learning engineer.

ml-engineering. Machine Learning Engineering Open Book

From-0-to-Research-Scientist-resources-guide. Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.

gemma_pytorch. The official PyTorch implementation of Google's Gemma models

Prompt-Engineering-Guide. 🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.

machine-learning-engineering-for-production-public. Public repo for DeepLearning.AI MLEP Specialization

ml-system-design-pattern. System design patterns for machine learning

applied-ml. 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

From_Ground_To_Objects. [CVPR 2024] Official repository of From-Ground-To-Objects

rerun. Visualize, query, and stream to train on multimodal robotics data.

fiftyone. Refine high-quality datasets and visual AI models

cloud_nerf. Python

interviews.ai. It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.

ml-contests-conf. ML and DL related contests, competitions and conference challenges.

awesome-algorithms. A curated list of awesome places to learn and/or practice algorithms.

awesome-production-machine-learning. A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

awesome-ai-infrastructures. Infrastructures™ for Machine Learning Training/Inference in Production.

nboost. NBoost is a scalable, search-api-boosting platform for deploying transformer models to improve the relevance of search results on different platforms (i.e. Elasticsearch)

newscatcher. Programmatically collect normalized news from (almost) any website.

fastbook. The fastai book, published as Jupyter Notebooks

cortex. Production infrastructure for machine learning at scale

awesome-deeplearning-resources. Deep Learning and deep reinforcement learning research papers and some codes

computer-science. 🎓 Path to a free self-taught education in Computer Science!

eng-practices. Google's Engineering Practices documentation

abrash-black-book. Markdown source for Michael Abrash's Graphics Programming Black Book

awesome-ai-residency. List of AI Residency Programs

awesome. 😎 Awesome lists about all kinds of interesting topics

awesome-python. An opinionated list of Python frameworks, libraries, tools, and resources

Anime4K. A High-Quality Real Time Upscaler for Anime Video

summer2020internships. Keep track of internships for Summer 2020 for undergraduates interested in tech./SWE/related fields

xg2xg. by ex-googlers, for ex-googlers - a lookup table of similar tech & services

indico. Indico - A feature-rich event management system, made @ CERN, the place where the Web was born.

Data-App-Boilerplate. Boilerplate code for quick n dirty datascience heavy web-apps. Pretty out of date now...

freeCodeCamp. freeCodeCamp.org's open-source codebase and curriculum. Learn math, programming, and computer science for free.