Computer Science
7,622 items in 38 lists
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k-nearest neighbor en.wikipedia.org
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CART (Classification and Regression Trees) en.wikipedia.org
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Decision Trees en.wikipedia.org
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Boosting en.wikipedia.org
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AdaBoost en.wikipedia.org
, Python Code
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dygraphs dygraphs.com
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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.
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Clare Corthell datasciencemasters.org
The Open Source Data Science Masters
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Data School dataschool.io
Data science tutorials for beginners!
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Data Engineering Podcast dataengineeringpodcast.com
The show about modern data infrastructure.
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DataDriven - SQL, Python, and Data Modeling Interview Questions datadriven.io
Interview practice with SQL query execution, Python, and data modeling exercises.
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DataFramed datacamp.com
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World Bank Data data.worldbank.org
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undata data.un.org
Data from the UN
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NASDAQ:DATA data.nasdaq.com
Nasdaq Data Link A premier source for financial, economic and alternative datasets.
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Weights & Biases wandb.com
Experiment tracking, model optimization, and dataset versioning.
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VLFeat vlfeat.org
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graphlab-create turi.com
A machine learning platform that enables data scientists and app developers to easily create intelligent apps at scale.
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Chroma trychroma.com
open-source embedding database for AI applications.
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SimpleCV simplecv.org
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scikit-learn scikit-learn.org
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Samoa samoa.incubator.apache.org
distributed streaming machine learning framework.
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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.
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Qdrant qdrant.tech
vector database and similarity search engine with REST, gRPC, and client SDKs.
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Pinecone pinecone.io
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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.
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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.
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OpenCV opencv.org
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NLTK nltk.org
The most complete platform for building Python programs to work with human language data.
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Stanford POS Tagger nlp.stanford.edu
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Stanford Name Entity Recognizer nlp.stanford.edu
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Netron netron.app
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Model Zoo modelzoo.co
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mlpack mlpack.org
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Machine Learning Bookcamp manning.com
A project-based introduction to building and deploying machine learning systems by Alexey Grigorev.
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Grokking Machine Learning manning.com
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Clever Algorithms For Machine Learning machinelearningmastery.com
about helping professional programmers confidently apply machine learning algorithms to address complex problems.
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mexopencv kyamagu.github.io
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igraph igraph.org
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igraph igraph.org
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guild.ai guild.ai
Task runner and package manager for TensorFlow
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Speedster github.com
Automatically apply SOTA optimization techniques to achieve the maximum inference speed-up on your hardware.
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A gallery of interesting IPython notebooks github.com
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Apache cTAKES ctakes.apache.org
paper - code - A system for processing the text in electronic medical records. Widely used and open source.
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Weka cs.waikato.ac.nz
suite of machine learning software.
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CodeFlash.AI codeflash.ai
Ship Blazing-Fast Python Code — Every Time.
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CatalyzeX chrome.google.com
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Amazon AWS aws.amazon.com
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Coursera Natural Language Processing Specialization coursera.org
Teaches how to use machine learning to understand and manipulate human language. It requires a working knowledge of machine learning, intermediate Python experience including DL frameworks & proficiency in calculus, linear algebra, & statistics.
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Coursera Deep Learning Specialization coursera.org
New series of 5 Deep Learning courses by Andrew Ng, now with Python rather than Matlab/Octave, and which leads to a specialization certificate.
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