The Non-Technical Guide to Machine Learning & Artificial …

Shivon Zilis and James Cham, who invest in machine learning-related companies for Bloomberg Beta, recently created a machine intelligence market landscape.

Below, you can find links to the 317+ companies in the landscape (and a few more), and play around with some apps that are applying machine learning in interesting ways.

Algocian Captricity Clarifai Cortica Deepomatic DeepVision Netra Orbital Insight Planet Spaceknow

Capio Clover Intelligence Gridspace MindMeld Mobvoi Nexidia Pop Up Archive Quirious.ai TalkIQ Twilio

Alluvium C3 IoT Planet OS Maana KONUX Imubit GE Predix ThingWorx Uptake Sentenai Preferred Networks

Alation Arimo Cycorp

Deckard.ai Digital Reasoning IBM Watson Kyndi Databricks Sapho

Bottlenose CB Insights DataFox Enigma

Intelligent Layer Mattermark Predata Premise Quid Tracxn

ActionIQ Clarabridge Eloquent Labs Kasisto Preact Wise.io Zendesk

6sense AppZen Aviso Clari Collective[i] Fusemachines InsideSales Salesforce Einstein Zensight

AirPR BrightFunnel CogniCor Lattice LiftIgniter Mintigo msg.ai Persado Radius Retention Science

Cylance Darktrace Deep Instinct Demisto Drawbridge Networks Graphistry LeapYear SentinelOne SignalSense Zimperium

Entelo Algorithmia HiQ HireVue SpringRole Textio Unitive Wade & Wendy

AdasWorks Auro Robotics Drive.ai Google Mobileye nuTonomy Tesla Uber Zoox

Airware DJI DroneDeploy Lily Pilot AI Labs Shield AI Skycatch Skydio

Clearpath Robotics Fetch Robotics Harvest Automation JaybridgeRobotics Kindred AI Osaro Rethink Robotics

Amazon Alexa Apple Siri Facebook M Google Now/Allo Microsoft Cortana Replika

Alien Labs Butter.ai Clara Labs

Deckard.ai SkipFlag Slack Sudo Talla x.ai Zoom.ai

Abundant Robotics AgriData Blue River Technology Descartes Labs Mavrx Pivot Bio TerrAvion Trace Genomics Tule UDIO

AltSchool Content Technologies (CTI) Coursera Gradescope Knewton Volley

AlphaSense Bloomberg Cerebellum Capital Dataminr iSentium Kensho Quandl Sentient

Beagle Blue J Legal Legal Robot Ravel Law ROSS Intelligence Seal

Acerta ClearMetal Marble NAUTO PitStop Preteckt Routific

Calculario Citrine Eigen Innovations Ginkgo Bioworks Nanotronics Sight Machine Zymergen

Affirm Betterment Earnest Lendo Mirador Tala (a InVenture) Wealthfront ZestFinance

Atomwise CareSkore Deep6 Analytics IBM Watson Health Numerate Medical Oncora pulseData Sentrian Zephyr Health

DreamUp Vision

3Scan Arterys Bay Labs Butterfly Network Enlitic Google DeepMind Imagia

Atomwise Color Genomics Deep Genomics Grail iCarbonX Luminist Numerate Recursion Pharmaceuticals Verily Whole Biome

Automat Howdy Kasisto KITT.AI Maluuba Octane AI OpenAI Gym Semantic Machines

Ayasdi BigML Dataiku DataRobot Domino Data Lab Kaggle RapidMiner Seldon

Spark Beyond Yhat Yseop

Bonsai ScaleContext Relevant Cycorp Datacratic deepsense.io Geometric Intelligence H2O.ai HyperScience Loop AI Labs minds.ai Nara LogicsReactive Scaled Inference Skymind SparkCognition

Agolo AYLIEN Cortical.io Lexalytics Loop AI Labs Luminoso MonkeyLearn Narrative Science spaCy

AnOdot Bonsai

Deckard.ai Fuzzy.ai Hyperopt Kite Layer 6 AI Lobe.ai RainforestQA SignifAI SigOpt

Amazon Mechanical Turk CrowdAI CrowdFlower Datalogue DataSift diffbot Enigma Import.io Paxata Trifacta WorkFusion

Amazon DSSTNE Apache Spark Azure ML Baidu Caffe Chainer DeepLearning4j H2O.ai Keras Microsoft CNTK Microsoft DMTK MLlib MXNet Nervana Neon PaddlePaddle scikit-learn TensorFlow Theano Torch7 Weka

1026 Labs Cadence Cirrascale Google TPU Intel (Nervana) Isocline KNUPATH NVIDIA DGX-1/Titan X Qualcomm Tenstorrent Tensilica

Cogitai Kimera Knoggin NNAISENSE Numenta OpenAI Vicarious

Andrew Ng Chief Scientist of Baidu; Chairman and Co-Founder of Coursera; Stanford CS faculty.

Sam Altman President, YC Group, OpenAI co-chairman.

Harry Shum EVP, Microsoft AI and Research.

Geoffrey Hinton The godfather of deep learning.

Samiur Rahman CEO of Canopy. Former Data Engineering Lead at Mattermark.

Jeff Dean Google Senior Fellow at Google, Inc. Co-founder and leader of Googles deep learning research and engineering team.

Eric Horvitz Technical Fellow at Microsoft Research

Denny Britz Deep Learning at Google Brain.

Tom Mitchell Computer scientist and E. Fredkin University Professor at the Carnegie Mellon University.

Chris Dixon General Partner at Andreessen Horowitz.

Hilary Mason Founder at FastForwardLabs. Data Scientist in Residence at Accel.

Elon Musk Tesla Motors, SpaceX, SolarCity, PayPal & OpenAI.

Kirk Borne The Principal Data Scientist at Booz Allen, PhD Astrophysicist.

Peter Skomoroch Co-Founder & CEO SkipFlag. Previously Principal Data Scientist at LinkedIn, Engineer at AOL.

Paul Barba Chief Scientist at Lexalytics.

Andrej Karpathy Research scientist at OpenAI. Previously CS PhD student at Stanford.

Monica Rogati Former VP of Data Jawbone & LinkedIn data scientist.

Xavier Amatriain Leading Engineering at Quora. Netflix alumni.

Mike Gualtieri Forrester VP & Principal Analyst.

Fei-Fei Li Professor of Computer Science, Stanford University, Director of Stanford AI Lab.

David Silver Royal Society University Research Fellow.

Nando de Freitas Professor of Computer ScienceFellow, Linacre College.

Roberto Cipolla Department of Engineering, University of Cambridge.

Gabe Brostow Associate Professor in Computer Science at Londons Global University.

Arthur Gretton Associate Professor with the Gatsby Computational Neuroscience Unit.

Ingmar Posner University Lecturer in Engineering Science at the University of Oxford.

Pieter Abbeel Associate Professor, UC Berkeley, EECS. Berkeley Artificial Intelligence Research (BAIR) laboratory. UC Berkeley Center for Human Compatible AI. Co-Founder Gradescope.

Josh Wills Slack Data Engineering and Apache Crunch committer.

Noah Weiss Head of Search, Learning, & Intelligence at Slack in NYC. Former SVP of Product at foursquare + Google PM on structured search.

Michael E. Driscoll Founder, CEO Metamarkets. Investor at Data Collective

Drew Conway Founder and CEO of Alluvium.

Sean Taylor Facebook Data Science Team

Demis Hassabis Co-Founder & CEO, DeepMind.

Randy Olson Senior Data Scientist at Penn Institute for Biomedical Informatics.

Shivon Zilis Partner at Bloomberg Beta where she focuses on machine intelligence companies.

Adam Gibson Founder of Skymind.

Alexandra Suich Technology reporter for The Economist.

Anthony Goldblum Co-founder and CEO of Kaggle.

Avi Goldfarb Professor at Rotman, University of Toronto and the Chief Data Scientist at Creative Destruction Lab.

Ben Lorica Chief Data Scientist of O'Reilly Media, and Program Director of OReilly Strata & OReillyAI conferences. Ben hosts the OReilly Data Show Podcast too.

Chris Nicholson Co-founder Deeplearning4j & Skymind. Previous to that, Chris worked at The New York Times.

Doug Fulop Product manager at Kindred.ai.

Dror Berman Founder, Innovation Endeavors.

Dylan Tweney Founder of @TweneyMedia, former EIC @venturebeat, ex-@WIRED, publisher of @tinywords.

Gary Kazantsev R&D Machine Learning at Bloomberg LP.

Gideon Mann Head of Data Science / CTO Office at Bloomberg LP.

Gordon Ritter Cloud investor at Emergence Capital, cloud entrepreneur.

Jack Clark Strategy and Communications Director OpenAI. Past: @business Worlds Only Neural Net Reporter. @theregister Distributed Systems Reporter.

Federico Pascual COO & Co-Founder, MonkeyLearn.

Matt Turck VC at FirstMark Capital and the organizer of Data Driven NYC and Hardwired NYC.

Nick Adams Data Scientist, Berkeley Institute for Data Science.

Roger Magoulas Research Director, OReilly Media.

Sean Gourley Former CEO, Quid.

Shruti Gandhi Array.VC, previously at True & Samsung Ventures.

Steve Jurvetson Partner at Draper Fisher Jurvetson.

Vijay Sundaram Venture Capitalist Innovation Endeavors, Tinkerer Polkadot Labs.

Zavain Dar VC Lux Capital, Lecturer Stanford University, Moneyball Philadelphia 76ers.

Yann Lecun Director of AI Research, Facebook. Founding Director of the NYU Center for Data Science

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The Non-Technical Guide to Machine Learning & Artificial ...