Machine Learning

Definition of Machine Learning as it relates to Science, Mathematics, Theoretical Computer Science

Machine learning, as a component of theoretical computer science and mathematics, is a methodological discipline concerned with designing algorithms capable of discerning patterns in data without explicit programming. In essence, machine learning embodies computational approaches to pattern recognition, clustering, regression, dimensionality reduction, feature selection, anomaly detection, and other tasks where human expertise alone proves insufficient for processing large and unwieldy datasets. It is an evolving field that seeks to expand the frontiers of artificial intelligence by developing models capable of autonomously learning from data and subsequently generating predictions or decisions based on these learned models. Machine learning has applications spanning numerous domains, including natural language understanding, computer vision, speech recognition, bioinformatics, finance, marketing, and more, thereby underscoring its significance as a foundational discipline within the broader context of theoretical computer science.

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  • [MachineLearning.org] Max Planck Institute for Intelligent Systems
  • [ArtificialIntelligenceandMachineLearning.com]
  • [MachineLearningEducation.com] TECH ENGINEER SCHOOL
  • [MachineLearningModels.org] Machine Learning Models - Unleashing AI
  • [QuantumMachineLearning.org] QML - Home
  • [MachineLearningTheory.org] Machine Learning Theory | Machine Learning Theory
  • [MachineLearningMethods.com] machinelearningmethods.com
  • [machinelearningmastery.com] Machine Learning Mastery
  • [MachineLearningConsulting.net] Your Machine Learning Guide - Machine Learning Consulting
  • [data.mlr.press] Data-centric Machine Learning Research | The Journal of Data-centric Machine Learning Research (DMLR) is a new member of the JMLR family, aiming to provide a top archival venue for high-quality scholarly articles focused on the data aspect of machine learning research.
  • [Hunch.net] Machine Learning (Theory) – Machine learning and learning theory research
  • [mlrl.org] Machine Learning Reinforcement Learning – Teaching material
  • [mlmi.net] MLMI 2025 | Machine Learning & Machine Intelligence | Kyoto, Japan
  • [dav.lbl.gov] Machine Learning Analytics Group - Home
  • [ogb.stanford.edu] Open Graph Benchmark | A collection of benchmark datasets, data-loaders and evaluators for graph machine learning in PyTorch.
  • [prml.org] PRML2025-Pattern Recognition and Machine Learning
  • [imyo.com] imyo.com - Machine Learning in OMICs
  • [ml4a.net] Machine learning for arts
  • [NaturalLanguageProcessing.com] Natural Language Processing - all about NLP | Consultancy In AI And Machine Learning
  • [GeneticProgramming.com] Genetic Programming – An Evolutionary Algorithm for Machine Learning
  • [RandomForests.com] Data Mining, Machine Learning Predictive Analytics Software | Minitab
  • [AIModels.org] Unleashing the Power of Open Source AI Models and Machine Learning Tools for Responsible and Trustable AI - AI Models
  • [catalog.ngc.nvidia.com] GPU-optimized AI, Machine Learning, HPC Software | NVIDIA NGC
  • [icmres.com] International Conference On Artificial Intelligence, Machine Learning and Technology (ICMRES-2024)
  • [microseven.org] Computer Vision Machine Learning – Microseven Camera w/ 4K Lense 1080p and Nvidia CUDA
  • [paperswithcode.com] The latest in Machine Learning | Papers With Code
  • [okml.org] Oklahoma Machine Learning
  • [Eigenvector.com] Advanced Machine Learning Software, Consulting Training - Eigenvector
  • [thedpa.ai] Dataset Providers Alliance | Machine Learning AI Data Licensing
  • [tacc.ust.hk] TACC | iSING Lab HKUST | Scalable AI Infrastructure Designed for Evolving Machine Learning Research
  • [giftogether.com] The Hundred-Page Machine Learning Book by Andriy Burkov
  • [turi.com] GitHub - apple/turicreate: Turi Create simplifies the development of custom machine learning models.
  • [virtuoso.qa] QA Automation Testing Tool based on NLP, AI Machine Learning | Virtuoso QA
  • [1des.com] Trading solutions powered by Machine Learning - 1DES
  • [shijunju.com] Shijun's portfolio – Data Science, AI, Machine Learning, Education
  • [Multicellular.org] The Olson Lab – Multicellular Evolution | Machine Learning
  • [archive.ics.uci.edu] UCI Machine Learning Repository
  • [slackprop.wordpress.com] Slackpropagation – A Web Journal about Machine Learning, Music, and other Mischief
  • [Courante.com] Courante LLC | Prosody | Speech | Machine Learning
  • [Settles.org] Burr Settles - Machine Learning, Music, and Mischief
  • [eegl.co] EEGL Web development, software architecture and machine learning
  • [ml4h.org] Machine Learning for Health (ML4H) Unconference – May 28-29, 2019; Toronto, ON
  • [jdmp.org] Java Data Mining Package | Machine Learning and Big Data Analytics
  • [tmlr.org] Transactions on Machine Learning Research
  • [nov8.co] Innov8 Technologies Inc | Innovative AI and Machine Learning Perspectives
  • [kumo.ai] AI Platform - Improve my ML Model Performance, Predictive Graph Based Machine Learning For Marketing, Personalization, Platform, Pipelines, Fashion Retailers, B2C Ecommerce, Natural Language Processing, PYG MLOPS - Kumo
  • [smlb.org] SMLB – Students for Machine Learning in Business
  • [wiml.org] Women in Machine Learning | WiML
  • [dar.win] DAR.WIN - Ecommerce Evolved | DAR.WIN Machine Learning for eCommerce
  • [adur.net] ADUR – Clasificacin automtica de riesgo tumoral prosttico por Radimica y Machine Learning en PET/RM
  • [lobe.ai] Lobe | Machine Learning Made Easy
  • [liner.ai] Liner.ai - Machine Learning without Code
  • [conq.com] CONQ – CONQuer Your Data with AI and Machine Learning for Everyone
  • [classifaiplugin.com] ClassifAI - Enhance WordPress with AI and Machine Learning
  • [ml4e.com] ML4E - Machine Learning for Everyone
  • [uiid.com] QUE.com Artificial Intelligence Machine Learning CyberSecurity Robotics Blockchain
  • [bbd.berkeley.edu] Biomedical Big Data Training Program at UC Berkeley | Center for Targeted Machine Learning and Causal Inference
  • [gmum.net] Group of Machine Learning Research
  • [mlss2023.mlinpl.org] MLSS^S 2023 | Machine Learning Summer School on applications in Science
  • [voxel51.com] Voxel51 // Open source computer vision tools for machine learning
  • [ml.cmu.edu] Machine Learning - CMU - Carnegie Mellon University | @mldcmu
  • [lmss.tech.cornell.edu] Cornell Learning Machines Seminar
  • [hml.is.mpg.de] Human Aspects of Machine Learning - Max Planck Institute for Intelligent Systems
  • [robustml.is.mpg.de] Robust Machine Learning - Max Planck Institute for Intelligent Systems
  • [graphcore.ai] Graphcore: Accelerating machine learning in the cloud
  • [iflytek.com] World-leading AI Solution Provider of Language Exchange & Machine Learning-iFLYTEK
  • [dance.rice.edu] October 28th 29th, 2019. DANCE: Dark-matter And Neutrino Computation Explored. | A workshop on the computational aspects (analysis tools, machine learning, distributed computing, data acquisition) of current direct-detection dark matter experiments and medium-sized neutrino experiments.
  • [pi3g.com] pi3g - your European partner for Raspberry Pi Machine Learning! - pi3g.com
  • [alpha-quantum.com] Machine Learning Solutions - Alpha Quantum, Data Science, Explainable AI
  • [striveworks.us] Striveworks | Disappearing MLOps | Machine Learning Operations
  • [mlat.chapman.edu] MLAT Lab | MLAT – Machine Learning Affiliated Technology Lab
  • [dataminingbook.com] Machine Learning for Business Analytics | Concepts, Techniques, and Applications
  • [spokestack.io] Spokestack - Machine Learning for Voice Made Easy
  • [twimlai.com] TWIML | The Voice of Machine Learning and Artificial Intelligence
  • [neurothink.io] neurothink | Machine learning. Radically accessible.
  • [fastdatascience.com] Fast Data Science | Consultancy In AI And Machine Learning
  • [molocoads.com] Moloco | Business growth with operational machine learning
  • [supportrends.com] Analyze all of your customer feedback with Machine Learning | BeEverywhere.io
  • [flock.io] FLock - Federated Machine Learning On the Blockchain
  • [cml.ics.uci.edu] Center for Machine Learning and Intelligent Systems | University of California, Irvine
  • [hpi.ics.uci.edu] HPI Research Center in Machine Learning and Data Science at UCI
  • [holger-arndt.com] Holger Arndt | Big Data Analytics, Machine Learning, Neural Networks
  • [ijml.org] International Journal of Machine Learning (IJML)
  • [scikit-yb.org] Yellowbrick: Machine Learning Visualization Yellowbrick v1.5 documentation
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