The Quiet-Broke Index jeevesagency.github.io

A 30-metro composite ranking of how much of a $400K household income gets consumed by housing, taxes, childcare, healthcare, and transport. Open methodology, free, no email gate.

MLSys-NYU-2022 github.com

Slides, scripts and materials for the Machine Learning in Finance course at NYU Tandon, 2022.

GHTorrent ghtorrent.org

Scalable, queriable, offline mirror of data offered through the GitHub REST API.

The Math Behind Artificial Intelligence freecodecamp.org

A free FreeCodeCamp book teaching the math behind AI in plain English from an engineering point of view.

figshare.com figshare.com

enigma.com enigma.com

Navigate the world of public data - Quickly search and analyze billions of public records published by governments, companies and organizations.

Linear Regression en.wikipedia.org

k-nearest neighbor en.wikipedia.org

CART (Classification and Regression Trees) en.wikipedia.org

Decision Trees en.wikipedia.org

Boosting en.wikipedia.org

AdaBoost en.wikipedia.org

, Python Code

dygraphs dygraphs.com

Prompt Engineering for Vision Models deeplearning.ai

Learn to prompt cutting-edge computer vision models with natural language, coordinate points, bounding boxes, segmentation masks, and even other images in this free course from DeepLearning.AI.

Clare Corthell datasciencemasters.org

The Open Source Data Science Masters

Data School dataschool.io

Data science tutorials for beginners!

Data Engineering Podcast dataengineeringpodcast.com

The show about modern data infrastructure.

DataDriven - SQL, Python, and Data Modeling Interview Questions datadriven.io

Interview practice with SQL query execution, Python, and data modeling exercises.

DataFramed datacamp.com

World Bank Data data.worldbank.org

undata data.un.org

Data from the UN

NASDAQ:DATA data.nasdaq.com

Nasdaq Data Link A premier source for financial, economic and alternative datasets.

Weights & Biases wandb.com

Experiment tracking, model optimization, and dataset versioning.

VLFeat vlfeat.org

graphlab-create turi.com

A machine learning platform that enables data scientists and app developers to easily create intelligent apps at scale.

Chroma trychroma.com

open-source embedding database for AI applications.

SimpleCV simplecv.org

scikit-learn scikit-learn.org

Samoa samoa.incubator.apache.org

distributed streaming machine learning framework.

QuiddityML quiddityml.com

Short lessons with hands-on coding exercises and spaced repetition, covering Python, PyTorch, math for ML, ML foundations, NLP, and computer vision.

Qdrant qdrant.tech

vector database and similarity search engine with REST, gRPC, and client SDKs.

Pinecone pinecone.io

Phoenix phoenix.arize.com

Open-source tool for ML observability that runs in your notebook environment, by Arize. Monitor and fine tune LLM, CV and tabular models.

Pandas pandas.pydata.org

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more.

OpenCV opencv.org

NLTK nltk.org

The most complete platform for building Python programs to work with human language data.

Stanford POS Tagger nlp.stanford.edu

Stanford Name Entity Recognizer nlp.stanford.edu

Netron netron.app

Model Zoo modelzoo.co

mlpack mlpack.org

Machine Learning Bookcamp manning.com

A project-based introduction to building and deploying machine learning systems by Alexey Grigorev.

Grokking Machine Learning manning.com

Clever Algorithms For Machine Learning machinelearningmastery.com

about helping professional programmers confidently apply machine learning algorithms to address complex problems.

mexopencv kyamagu.github.io

igraph igraph.org

igraph igraph.org

guild.ai guild.ai

Task runner and package manager for TensorFlow

Coach github.com

Speedster github.com

Automatically apply SOTA optimization techniques to achieve the maximum inference speed-up on your hardware.