API Evangelist Partners

These are my partners who invest in API Evangelist each month, helping underwrite my research, and making sure I'm able to keep monitoring the API space as I do.


Streamdata is a software vendor making real-time data accessible to all by operating a proxy turning request / response APIs into feeds of real-time events.


Uptrends is the ultimate monitoring tool to stay in control of the uptime, performance, and functionality of your websites, APIs, and servers.


3scale makes it easy to open, secure, distribute, control and monetize APIs, that is built with performance, customer control and excellent time-to-value in mind.

API Machine Learning News

These are the news items I've curated in my monitoring of the API space that have some relevance to the machine learning API showcase conversation and I wanted to include in my research. I'm using all of these links to better understand how the space is testing their APIs, going beyond just monitoring and understand the details of each request and response.

Title Source Visit
Introduction to Video Metadata Extraction (2017-05-11) blog.algorithmia.com
Facebook posts its fast and accurate ConvNet models for machine translation on GitHub (2017-05-09) techcrunch.com
Running TensorFlow Graphs on Microcontrollers (2017-05-08) petewarden.com
Tweet: Get started with AWS X-Ray to collect data on requests your application serves amp;amp; gain insights on that data:hellip; https://t.co/iZlk7GcKIC (2017-05-06) twitter.com
Google#039;s Cloud Natural Language API Gains Additional Languages (2017-05-05) www.programmableweb.com
Google Cloud Natural Language API launches new features (2017-05-04) cloudplatform.googleblog.com
Image-Based Search with Einstein Vision and Lightning Components (2017-05-04) developer.salesforce.com
Comparing Image Recognition APIs (2017-05-04) www.business2community.com
Want a True Bionic Limb? Good Luck Without Machine Learning (2017-05-03) www.wired.com
Updating Google Maps with Deep Learning and Street View (2017-05-03) research.googleblog.com
Beating Benchmark Indices with Machine Learning (2017-05-03) blog.bigml.com
Get a comprehensive machine learning library and lab projects for under $50 (2017-05-02) thenextweb.com
Data Science Machine Learning Platforms for the Enterprise (2017-05-02) blog.algorithmia.com
Google’s PhotoScan update lets your take glare-free pictures of your pictures #celebratephotography (2017-04-29) blog.adafruit.com
Tweet: Add deep learning-based image recognition to your apps built with Box Platform using Amazon Rekognition: https://t.co/mSdc4B80Uo 🔎📷 (2017-04-28) twitter.com
The Business Guide to Machine Learning (2017-04-28) www.pcmag.com
Deep Sentinel raises $7.4M to bring deep learning to home security (2017-04-28) techcrunch.com
Analyzing IoT Sensor Data and Building Predictive Algorithms (2017-04-27) www.mathworks.com
Understanding Machine Learning (2017-04-27) dzone.com
Tech firms race to spot video violence (2017-04-27) www.reuters.com
Capital One shortens the machine-learning curve (2017-04-25) www.americanbanker.com
New IBM Cloud service uses Watson to generate video metadata (2017-04-24) www.zdnet.com
Machine intelligence is the future of monetization for Facebook (2017-04-21) techcrunch.com
How Machine Learning and Data Can Improve Cancer Care (2017-04-21) dzone.com
Planet enlists machine learning experts to parse a treasure trove of Amazon basin data (2017-04-20) techcrunch.com
Google Cloud Vision API is blinded by noise (2017-04-19) thestack.com
Mini book: The InfoQ eMag: Introduction to Machine Learning (2017-04-19) www.infoq.com
AWS X-Ray Update – General Availability, Including Lambda Integration (2017-04-19) aws.amazon.com
Presentation: Machine Learning at Scale (2017-04-18) www.infoq.com
Facebook open sources Caffe2, its flexible deep learning framework of choice (2017-04-18) techcrunch.com
Machine Learning For Beginners (2017-04-17) avc.com
Open Source Tools for Learning Data Analysis, Continuous Improvement, and Machine Learning (2017-04-14) opencontent.org
Machine Learning as a Service (MLaaS) Market Report, Trends, Size... (2017-04-13) www.satprnews.com
AI Learns Gender and Racial Biases from Language (2017-04-13) spectrum.ieee.org
How Retailers Use Latest Techniques from Machine Learning (2017-04-12) www.codeproject.com
Creating a Modern OCR Pipeline Using Computer Vision and Deep Learning (2017-04-12) blogs.dropbox.com
Programming Boosted Trees Using BigMLs API (2017-04-11) dzone.com
Google Announces Cloud Machine Learning API Updates (2017-04-11) nhub.news
Introduction To TensorFlow (2017-04-11) hackaday.com
Google Announces Cloud Machine Learning API Updates (2017-04-10) www.infoq.com
The Great Machine Learning Race (2017-04-08) linkis.com
Machine Learning Is Not Magic: It’s All About Math, Stats, Data, and Programming (2017-04-07) thenewstack.io
Predicting Properties of Molecules with Machine Learning (2017-04-07) research.googleblog.com
Google Unveils Neural Network with Superhuman Ability to Determine the Location of Almost Any Image (2017-04-06) www.technologyreview.com
The Mathematics of Machine Learning – Towards Data Science – Medium (2017-04-06) medium.com
Association Rule Mining – Not Your Typical Data Science Algorithm (2017-04-06) linkis.com
Google Details Tensor Chip Powers (2017-04-06) spectrum.ieee.org
Cloud Translation API adds more languages and Neural Machine Translation enters GA (2017-04-06) cloudplatform.googleblog.com
Carjojo uses natural language to find a new car (2017-04-06) techcrunch.com
Machine Learning with Humans in the Loop (2017-04-06) blog.algorithmia.com
Analyzing the Papers Behind Facebooks Computer Vision Approach (2017-04-05) adeshpande3.github.io
TensorFlow on the Edge: Part II (2017-04-04) dzone.com
RIP AlchemyAPI: What to consider before migrating to Watson (2017-03-24) blog.aylien.com
Taking a Look at Amazon X-Ray (2017-03-23) dzone.com
API design for machine learning software: experiences from the scikit-learn project (2017-03-22) arxiv.org
Google is Already Worried About Regulating Machine Learning (2017-03-22) bankinnovation.net
Titan Uses IBM Watson To Woo Customers (2017-03-21) www.cxotoday.com
Distill: Supporting Clarity in Machine Learning (2017-03-20) research.googleblog.com
Automatically Identify and Label Photos with Microsoft Computer Vision API (2017-03-18) docs.box.com
A hands-on introduction to TensorFlow and machine learning, 10am 3/28 (2017-03-18) ebiquity.umbc.edu
Programming Boosted Trees (2017-03-17) blog.bigml.com
Developing a short-term machine learning strategy (2017-03-16) www.automatedtrader.net
Google’s DeepMind made ‘inexcusable’ errors handling UK health data, says report (2017-03-16) www.theverge.com
Google Machine Learning Made Simple(r) (2017-03-14) hackaday.com
New Machine Learning Framework Uncovers Twitters Vast Bot Population (2017-03-13) motherboard.vice.com
How Drive.ai Is Mastering Autonomous Driving with Deep Learning (2017-03-10) spectrum.ieee.org
Google confirms acquisition of data science community Kaggle (2017-03-09) www.zdnet.com
Googles new cloud service eases data preparation for machine learning (2017-03-09) www.pcworld.com
Rules of Machine Learning: Best Practices for ML Engineering (2017-03-08) martin.zinkevich.org
Announcing Google Cloud Video Intelligence API (2017-03-08) cloud.google.com
Welcome Kaggle to Google Cloud (2017-03-08) cloudplatform.googleblog.com
Google#039;s Cloud Vision API Can Search Individual Video Frames (2017-03-08) www.programmableweb.com
Facebook unveils Big Basin, new server geared for deep learning (2017-03-08) www.zdnet.com
Salesforce launches custom image recognition as Einstein goes GA (2017-03-07) www.pcworld.com
Introduction to Color Scheme Extraction (2017-03-07) blog.algorithmia.com
Introduction to Computer Vision (2017-03-02) blog.algorithmia.com
Article Series: An Introduction to Machine Learning (2017-02-27) www.infoq.com
Can we machine-learn Google’s machine-learning algorithm? (2017-02-22) linkis.com
Google#039;s TensorFlow Reaches 1.0 (2017-02-22) www.programmableweb.com
Debug TensorFlow Models with tfdbg (2017-02-18) developers.googleblog.com
Machine Learning Summarized in One Picture (2017-02-17) linkis.com
Article: Real-World, Man-Machine Algorithms (2017-02-16) www.infoq.com
Cognitive Services APIs: Knowledge (2017-02-16) blogs.windows.com
Announcing TensorFlow 1.0 (2017-02-16) developers.googleblog.com
Tweet: To learn more, here#039;s a helpful list of TensorFlow resources, including tutorials, libraries, and example projects 🕶 https://t.co/3OpzwXkxv9 (2017-02-15) twitter.com
Using machine learning for anomaly detection research (2017-02-15) blogs.splunk.com
How artificial intelligence and machine learning will transform accounting (2017-02-15) www.xero.com
Announcing TensorFlow 1.0 (2017-02-15) developers.googleblog.com
We Need to Go Deeper: A Practical Guide to Tensorflow and Inception (2017-02-14) medium.com
MIT Has Built A Nightmare Machine To Give Photos A Halloween Makeover (2017-02-13) www.digitaltrends.com
Yahoo supercharges TensorFlow with Apache Spark (2017-02-13) techcrunch.com
Introduction to Language Identification (2017-02-13) blog.algorithmia.com
Big Data, Machine Learning, and Deep Learning Command Line Tools (2017-02-12) dzone.com
Intel Unveils Deep Learning Library for Apache Spark (2017-02-08) newsroom.intel.com
Deep Learning and Machine Learning Guide: Part I (2017-02-08) dzone.com
Deep Learning Will Radically Change the Ways We Interact with Technology (2017-02-07) linkis.com
AI versus machine learning: whats the difference? | WIRED UK (2017-02-07) www.wired.co.uk
New Google Brain research brings the ‘zoom and enhance’ trope to reality (2017-02-07) www.theverge.com
Article: Practicing Machine Learning with Optimism (2017-02-02) www.infoq.com
Machine Learning in Cybersecurity Will Boost Big Data and Analytics Spending (2017-01-31) cyware.com
Machine Learning with TensorFlow (2017-01-21) www.viralvideopk.com
Machine Learning: Basics and Takeaways (2017-01-20) dzone.com
Microsoft Thinks Machines Can Learn to Converse by Making Chat a Game (2017-01-18) www.wired.com
Big deep learning news: Google Tensorflow chooses Keras (2017-01-17) www.fast.ai
Exploring the Intersection of Machine Learning and Analytics (2017-01-17) dzone.com
Azure Machine Learning Studio Office Add-In (2017-01-17) planetlotus.org
Introduction to Twitter Topic and Sentiment Analysis (2017-01-16) blog.algorithmia.com
Why IBM#039;s Watson Speech API Might be Right for Your App (2017-01-14) www.programmableweb.com
YouTube-8M: A Large and Diverse Labeled Video Dataset for Video Understanding Research (2017-01-14) research.googleblog.com
Google RAISR Intelligently Makes Low-Res Images High Quality (2017-01-13) www.pcmag.com
Baidu Accelerates Machine Learning Platforms (2017-01-12) www.outlookseries.com
300 million smartphones will have machine learning ability, says Deloitte (2017-01-11) www.zdnet.com
Building a Machine Learning Engine from Big Data (2017-01-10) dzone.com
Amazon Introduces Rekognition for Image Analysis (2017-01-08) www.infoq.com
Introduction to Automatic Text Summarization (2017-01-05) blog.algorithmia.com
Why Deep Learning Needs Assembler Hackers (2017-01-03) petewarden.com
Expect Deeper and Cheaper Machine Learning (2016-12-29) spectrum.ieee.org
Is Machine Learning Right For Your Business? (2016-12-28) dzone.com
Deep Learning AI Listens to Machines For Signs of Trouble (2016-12-27) spectrum.ieee.org
2016: The Year That Deep Learning Took Over the Internet (2016-12-25) www.wired.com
Siemens and IBM to bring Watson Analytics to MindSphere (2016-12-14) digitalisationworld.com
New version of Watson Knowledge Studio meets needs related to language, cost and data isolation (2016-12-14) developer.ibm.com
Deep Learning is Revolutionary (2016-11-07) medium.com
alexjc/neural-enhance: Super Resolution for images using deep learning. (2016-11-07) github.com
News API Feature Update: Image Metadata and New Social Filters (2016-11-07) blog.aylien.com
Machine Learning and the Hunt for Dementia (2016-11-03) dzone.com
Funded PhD and Masters opportunities at AYLIEN (2016-11-02) blog.aylien.com
Microsoft strives to give computers common sense with Concept Graph (2016-11-01) techcrunch.com
7 Misconceptions of AI, Machine Learning and Cybersecurity (2016-11-01) www.itsecurityguru.org
BigML Certifications are Here! (2016-10-21) blog.bigml.com
Microsoft Adds Cognitive Services, Speech, and Image Search APIs to Bot Framework (2016-10-21) www.programmableweb.com
Using Machine Learning to synthesize images that look NSFW but arent (2016-10-21) boingboing.net
Anomaly Detection and Machine Learning Applied to DevOps and Monitoring (2016-10-21) www.opsclarity.com
How businesses can improve the customer experience with machine learning (2016-10-19) www.zendesk.com
Is machine learning sexist? (2016-10-11) techcrunch.com
New Version of Clarifai API Actually Offers Developers Bespoke Machine Learning (2016-10-10) www.programmableweb.com
Machine Learning for Everyday Tasks (2016-10-05) blog.mailgun.com
How deep learning allowed computers to see (2016-10-01) techcrunch.com
Tweet: RT @katecrawford: Useful curated list of the most cited machine learning papers since 2010. https://t.co/Bhknqc6n1a (2016-09-30) twitter.com
Hype or Reality? Stealing Machine Learning Models via Prediction APIs (2016-09-30) blog.bigml.com
Google?s Cloud Machine Learning service is now in public beta (2016-09-29) techcrunch.com
Google unleashes deep learning tech on language with Neural Machine Translation (2016-09-28) techcrunch.com
Machine Learning As A Service (2016-09-28) avc.com
TensorFlow for Mobile Poets (2016-09-27) petewarden.com
[1609.02943] Stealing Machine Learning Models via Prediction APIs (2016-09-23) arxiv.org
Google open sources image captioning model in TensorFlow (2016-09-22) techcrunch.com
Apple acquires another machine learning company: Tuplejump (2016-09-22) techcrunch.com
BigML for Alexa: The First Voice Controlled Predictive Assistant (2016-09-22) blog.bigml.com
Machine (Re)Learning: Neural Networks From Scratch (2016-09-22) dzone.com
Natural language: The future of automated writing (2016-09-22) newsroom.cisco.com
Introduction to Logistic Regression (2016-09-22) blog.bigml.com
Rise Of Machine Learning: Advancing Security With ML (2016-09-20) www.darkreading.com
Affectiva partners with Giphy and opens its emotion-sensing API to small businesses (2016-09-14) techcrunch.com
IBMs Watson enters drone business courtesy of deal with Aerialtronics (2016-09-14) www.zdnet.com
Could machine learning help Googles cloud catch up to AWS and Azure? (2016-09-13) www.pcworld.com
What Carrie Underwood?s success teaches us about IBM?s Watson failure (2016-09-07) www.cringely.com
Introducing Deep Learning: Boosting Cybersecurity With An Artificial Brain (2016-09-06) www.darkreading.com
IBMs Watson sorted through over 100 film clips to create an algorithmically perfect movie trailer (2016-08-31) www.businessinsider.com
Machine-learning model fed web content makes racist and sexist associations (2016-08-30) boingboing.net
Google Launches Cloud Natural Language API (2016-08-29) www.infoq.com
Alexa rank search sort capabilities added to the AYLIEN News API (2016-08-25) blog.aylien.com
Can Machines Do the Work? Exploring the World of Data Science and AI (2016-08-23) www.brandwatch.com
Getting Started with the News API Part 2: Insights (2016-08-18) blog.aylien.com
BigML for Google Sheets Endorsed as Outstanding Add-on (2016-08-17) blog.bigml.com
Machine Learning at State of the Map US (2016-08-16) www.developmentseed.org
The Etymology of Artificial Intelligence and Other Popular Words in Technology #SciFiSunday (2016-08-13) blog.adafruit.com
Today We Launch Version 11!?Stephen Wolfram Blog (2016-08-11) blog.stephenwolfram.com
The Watson Developer Conference 2016 (2016-08-11) www.ibm.com
Finding Pete?s Dragon with Google Cloud Vision API (2016-08-11) cloudplatform.googleblog.com
The Difference Between AI, Machine Learning, and Deep Learning? (2016-08-10) blogs.nvidia.com
Machine Learning Datasets For Data Scientists (2016-08-09) blog.algorithmia.com
Metasploit for Machine Learning: Deep-Pwning (2016-08-06) n0where.net
Apple acquires Turi, a machine learning company (2016-08-05) techcrunch.com
What is Machine Learning and How Can It Benefit Your Business? (2016-08-05) www.bmc.com
Aspect-Based Sentiment Analysis is now available in our Text Analysis extension for RapidMiner (2016-08-02) blog.aylien.com
Machine Learning and the Natural Sciences (2016-07-30) dzone.com
Facebook Open-Sources Deep Learning Project Torchnet (2016-07-27) www.infoq.com
Can machine learning get us ahead in cyber security? (2016-07-26) disruptiveviews.com
Google launches new cloud service for understanding human language (2016-07-20) www.pcworld.com
IBMs Watson AI just landed a new job: helping Macys shoppers (2016-07-20) www.pcworld.com
Google launches new API to help you parse natural language (2016-07-20) techcrunch.com
Introducing Cloud Natural Language API, Speech API open beta and our West Coast region expansion (2016-07-20) cloudplatform.googleblog.com
Kueri.me ? A complete Platform for integrating Natural Language to SQL (2016-07-18) kueri.me
IBM Moves Watson Conversation from Experimental to GA (2016-07-14) www.programmableweb.com
Zendesk?s ?Automatic Answers? taps machine learning, AI to generate bot-style email responses (2016-07-13) techcrunch.com
16 Open Source Deep Learning Models Running as Microservices (2016-07-13) blog.algorithmia.com
Watson Conversation is moving from Experimental to General Availability (2016-07-11) developer.ibm.com
How to Put Machine Learning in your Machine Learning (2016-07-07) blog.bigml.com
Key trends in machine learning and AI (2016-07-06) techcrunch.com
An Analysis of Brexit With the MonkeyLearn Machine Learning API (2016-07-02) www.programmableweb.com
How to use Receptiviti to compare current vs. typical emotional state (2016-06-28) www.receptiviti.ai
Increasing our Investment in Machine Learning (2016-06-20) blog.twitter.com
SIOS Technology Extends Machine Learning Analytics to SQL Server (2016-06-10) www.itbusinessedge.com
Machine Learning Trends and the Future of Artificial Intelligence 2016 (2016-06-08) blog.algorithmia.com
Recognizing Text in Images With Watson?s Visual Recognition API (2016-06-07) dzone.com
Automating Machine Learning Workflows (2016-05-19) blog.bigml.com
How to Build Facebook Chatbots With IBM Watson (2016-05-15) dzone.com
Machine learning for video transcoding (2016-05-13) youtube-eng.blogspot.com
Googles newest software is named Parsey McParseface ? no, seriously (GOOG, GOOGL) (2016-05-12) www.businessinsider.com
Google open sources its English language parser, Parsey McParseface (2016-05-12) www.zdnet.com
Amazon open sources its deep learning software (2016-05-11) www.zdnet.com
IBM, 8 universities to train Watson for cybersecurity sleuthing (2016-05-10) www.zdnet.com
Googles DeepMind gains access to wide swath of British healthcare data (2016-05-04) www.zdnet.com
An Introduction to Natural Language Processing (2016-04-28) blog.algorithmia.com
How to Get Started With Machine Learning on Bluemix (2016-04-27) dzone.com
IBMs bet on cognitive computing, Watson will take time to pay off (2016-04-19) www.zdnet.com
Google Cloud Vision API is Now GA (2016-04-19) www.programmableweb.com
Google brings distributed computing to TensorFlow machine learning system (2016-04-13) zdnet.com.feedsportal.com
More Recognition/Identification Service APIs ? Microsoft Cognitive Services (2016-04-01) blog.ouseful.info
Introducing a new developer show "Machine Learning: Recipes for New Developers" (2016-03-30) developers.googleblog.com
Microsoft launches Cognitive Services based on Project Oxford and Bing (2016-03-30) venturebeat.com
How to Build Wolfram Alpha-Style Computational APIs (2016-03-28) www.programmableweb.com
Could #InsurTech AI machines replace Insurance Actuaries? (2016-03-24) bankinnovation.net
Robots Should Write Product Descriptions (2016-03-24) www.indix.com
Google makes its machine learning platform available to developers (2016-03-23) www.theverge.com
Google takes Cloud Machine Learning service mainstream (2016-03-23) cloudplatform.googleblog.com
Can Machine Learning Improve Natural and Human Disaster Outcomes (2016-03-23) www.programmableweb.com
Machine Algorithm Predicts Startup Success For Novelti (2016-03-22) www.programmableweb.com
IBM Watson can guess what?s in your photos with scary accuracy (2016-03-20) thenextweb.com
This Watson-powered robot concierge is rethinking the hotel industry (2016-03-19) www.zdnet.com
Datumbox Machine Learning Framework 0.7.0 Released (2016-03-19) blog.datumbox.com
IBM Expands Watson Cognitive APIs (2016-03-18) www.infoq.com
We Need Actionable Intelligence Not Artificial (2016-03-12) www.innovationexcellence.com
How Machine Learning APIs are Being Used to Predict Startup Success (2016-03-11) www.programmableweb.com
What is the relation between Artificial Intelligence and Machine Learning? (2016-03-10) www.huffingtonpost.com
HPE launches machine-learning-as-a-service on Microsoft Azure (2016-03-10) www.zdnet.com
A New Way to Gain Insight from Analyzed Text (2016-03-08) blog.alchemyapi.com
TensorFlow machine learning with financial data on Google Cloud Platform (2016-03-02) googlecloudplatform.blogspot.com
How to build your own recommendation engine using machine learning on Google Compute Engine (2016-03-01) googlecloudplatform.blogspot.com
IBM Expands Human-Machine Interaction with New Watson APIs (2016-03-01) www.programmableweb.com
Hi, Watson: Building Apps You Can Talk To (2016-02-29) blog.alchemyapi.com
What counts as artificially intelligent? AI and deep learning, explained (2016-02-29) www.theverge.com
IBM Announces New and Advanced Watson APIs on the Cloud (2016-02-27) dragplus.com
Samples to Get Started With Cognitive Watson Services (2016-02-23) dzone.com
Salesforce buys machine learning startup PredictionIO (2016-02-20) www.zdnet.com
The Missing Link of Artificial Intelligence (2016-02-19) www.technologyreview.com
Relationship Extraction Service Documentation (2016-02-18) www.ibm.com
IBM Watson offers $5 million prize for an AI X Prize presented by TED (2016-02-17) blog.ted.com
Googles TensorFlow Serving goes open source for large scale machine learning model creation (2016-02-17) www.zdnet.com
Google open-sources TensorFlow Serving for deploying machine learning models (2016-02-16) venturebeat.com
Watson Goes to Kindergarten (2016-02-15) blog.alchemyapi.com
Is the road to machine learning paved with API providers? (2016-02-12) www.cio.com
Discovering Machine Learning With an Iris Flower Data Set (2016-02-03) dzone.com
Text Analysis via AlchemyAPI to Identify Entities (2016-02-03) dzone.com
The North Face Team Up With IBM to Use Watson as a Smart Shopper (2016-02-03) dzone.com
How to Put PhD APIs to Work (2016-02-02) blog.alchemyapi.com
Add Recommendation API to Build Machine Learning Apps (2016-02-02) blogs.shephertz.com
IBM Watson teams with Welltok, AHA to develop workplace health program (2016-02-01) www.zdnet.com
Sentiment Analysis APIs Benchmark (2016-01-26) blog.monkeylearn.com
Microsoft open sources its deep learning toolkit (2016-01-26) thenextweb.com
Announcing BigML?s SDK for Swift (2016-01-26) blog.bigml.com
Sample of the Watson Retrieve and Rank Service (2016-01-19) dzone.com
Searching for a Lost Ship - Watson Vision for IoT (2016-01-19) blog.alchemyapi.com
Yahoo releases 13.5TB Webscope data set for machine learning researchers (2016-01-14) venturebeat.com
Yahoo opens up 13.5TB machine learning dataset for academic research (2016-01-14) www.zdnet.com
What Tech Leaders Should Know About Smart Apps and Cognitive Computing (2016-01-12) blog.alchemyapi.com
IBMs Watson-powered wellness app with Pathway Genomics enters alpha release (2016-01-07) www.zdnet.com
Getting Started With the IBM Watson Ecosystem (2016-01-07) developer.ibm.com
Getting Started with Watson (2016-01-07) developer.ibm.com
IBM unveils 4 new Watson partners: Under Armour, SoftBank, Whirlpool, Medtronic (2016-01-06) venturebeat.com
Three things I wish I knew earlier about Machine Learning (2015-12-24) peadarcoyle.wordpress.com
Building With Watson in 2016 (2015-12-22) blog.alchemyapi.com
What the GOP Debate taught us about machine learning (2015-12-17) www.crowdflower.com
Watson NLC adds support for 5 new languages (2015-12-16) developer.ibm.com
IBM Brings Watson to IoT (2015-12-16) www.infoq.com
IBM launches Watson Internet of things hub in Germany (2015-12-15) www.zdnet.com
How Natural Language Processing is Transforming the Financial Industry (2015-12-14) blog.alchemyapi.com
For cyber security, machine learning offers hope beyond the hype (2015-12-11) gigaom.com
Testing the Watson Personality Insights Machine Learning Model (2015-12-07) developer.ibm.com
Have you Checked Out the WSO2 Machine Learner Yet? (2015-11-26) wso2.com
How Deep Learning APIs Can Solve Real-World Data Issues (2015-10-22) blog.alchemyapi.com
IBM Watson to help Triax sensor measure head injuriesMedCity News (2015-10-21) medcitynews.com
How Deep Learning APIs Can Solve Real-World Data Issues (2015-10-19) www.programmableweb.com
Cognitive Vision - Giving Computers the Ability to See (2015-10-16) blog.alchemyapi.com
IBM Uses Watson to Teach Robots Social Intelligence (2015-09-24) www.technologyreview.com
Analyze notes with the AlchemyAPI service on IBM Bluemix (2015-09-24) www.ibm.com
IBM?s Watson gets smarter with upgraded speech, language and vision APIs for developers (2015-09-24) thenextweb.com
Announcing our largest release of Watson Developer Cloud services (2015-09-23) developer.ibm.com
IBM opening new computing hub in San Francisco, adds Watson developer tools (2015-09-23) www.zdnet.com
Fantasy Football League Invokes IBM Watson APIs to Improve Fan Experience (2015-08-12) www.programmableweb.com
IBM Makes Three More Watson APIs Generally Available (2015-07-10) www.programmableweb.com
Using the News API to Understand the NYSE Trade Suspension (2015-07-08) blog.alchemyapi.com
Twitter has acquired Whetlabs to enhance its machine learning (2015-06-17) thenextweb.com
Article: Analytics, Machine Learning, and the Internet of Things (2015-06-07) www.infoq.com
Airbnb announces Aerosolve, an open-source machine learning software package (2015-06-04) venturebeat.com
IBM Watson Tradeoff Analytics API Now Generally Available (2015-06-02) www.programmableweb.com
Alchemist Hour In Review: AlchemyAPI Overview (2015-05-25) blog.alchemyapi.com
Our Data Science Pipeline: Machine Learning Meets Traditional Business Intelligence (2015-05-22) data.donorschoose.org
Datumbox Machine Learning Framework 0.6.0 Released (2015-05-04) blog.datumbox.com
Getting Started with Watson Developer Cloud Services (2015-05-04) developer.ibm.com
AlchemyAPI and NodeRED on Bluemix (2015-04-26) www.ibm.com
Testing Challenges Associated with Machine Learning APIs (2015-04-22) blog.smartbear.com
Amazon, following Microsoft, introduces a cloud service for machine learning (2015-04-09) venturebeat.com
Amazon Machine Learning ? Make Data-Driven Decisions at Scale (2015-04-09) aws.amazon.com
5 Things You Should Know About AlchemyAPI (2015-04-08) developer.ibm.com
IBM Watson QA + Speech Recognition + Speech Synthesis = A Conversation With Your Computer (2015-04-02) www.tricedesigns.com
IBM Watson Personality Insights: The science behind the service (2015-03-23) developer.ibm.com
Machine Learning: Design Gains Importance as Devices Get More Personal (2015-03-18) rss.nytimes.com
Machine Learning: Device Syncing: Call From Computers and Text From Tablets (2015-03-11) rss.nytimes.com
Watson Services Workshop Krakow (2015-03-10) developer.ibm.com
IBM Opens Watson Zone to Consolidate Developer Tool Access (2015-02-26) www.programmableweb.com
IBM Watson Personality Insights General Availability Announcement (2015-02-23) developer.ibm.com
Transcripts, Search, and Keyword Spotting With Twilio And Voicebase (2015-02-20) www.twilio.com
This talking dinosaur has a brain powered by IBM?s Watson supercomputer (2015-02-16) thenextweb.com
IBM Watson as a service - on the cloud (2015-01-28) archive.thoughtsoncloud.com
Q4 Product Roundup | AlchemyAPI (2015-01-22) blog.alchemyapi.com
Google uses machine learning to make its spreadsheets smarter (2014-10-13) gigaom.com
MonkeyLearn Launches Machine Learning Platform API (2014-09-29) www.programmableweb.com
A Year in a Chemistry Developer?s Shoes (2014-08-28) blog.wolframalpha.com
Microsoft goes after the barrier to entry for data science with Azure ML (2014-07-15) redmonk.com
IBM adds another 3 companies to the short list of Watson cloud partners (2014-06-03) gigaom.com
BigML + Tableau = Powerful Predictive Visualizations for Everyone (2014-03-03) blog.bigml.com
Wolfram Language and Mathematica Now Available on Every Raspberry Pi (2013-11-21) blog.wolframalpha.com
Data Preparation for Machine Learning using MySQL (2013-10-30) blog.bigml.com
Digging into Words with Wolfram|Alpha (2013-07-03) blog.wolframalpha.com
You Don?t Need Coursera to Get Started with Machine Learning (2013-07-01) blog.bigml.com
Binding Machine Learning and node.js (2013-06-27) blog.bigml.com
Introducing BigML Subscriptions + Flexible Usage Options (2013-06-26) blog.bigml.com
Wolfram|Alpha Apps: Your Guide to Summer (2013-06-17) blog.wolframalpha.com
Quandl + BigML = Powerful financial, economic, and social predictive models (2013-05-30) blog.bigml.com
BigML?speaking near you! (2013-05-29) blog.bigml.com
Democratizing Machine Learning One Step at a Time (2013-05-28) blog.bigml.com
Lemma what? A guide to Text Processing and Machine Learning API terms | Mashape Blog (2013-05-21) blog.mashape.com
Lemma what? A guide to Text Processing and Machine Learning API terms (2013-05-17) blog.mashape.com
Alternative Keys: Fine-grained, REST API Access to Your Machine Learning Resources (2013-05-03) blog.bigml.com
USVP, UPS and Scott McNealy pump $18M into machine-learning startup Skytree (2013-04-30) gigaom.feedsportal.com
Data Science of the Facebook World (2013-04-24) blog.wolframalpha.com
Consuming Machine Learning APIs in Python (2013-04-18) blog.mashape.com
List of Machine Learning APIs (2013-04-16) nosql.mypopescu.com
Introducing the Wolfram Plants Reference App (2013-04-16) blog.wolframalpha.com
List of Machine Learning APIs (2013-04-15) blog.mashape.com
Drive One down the Fairway with Wolfram (2013-04-11) blog.wolframalpha.com
APIs based on Machine Learning (2013-04-07) blog.mashape.com
Big Data Meets Livestock (2013-04-01) blog.bigml.com
Machine Learning From Streaming Data: Two Problems, Two Solutions, Two Concerns, and Two Lessons (2013-03-12) blog.bigml.com
BigML - Machine Learning Made Easy (2013-03-06) bigml.com
Azure DataMarket + BigML = Powerful Insights (2013-01-09) blog.bigml.com
Machine Learning Throwdown: The Reckoning (2013-01-04) blog.bigml.com
Introducing BigML?s Free Machine Learning Sandbox. (2012-07-04) blog.bigml.com

If you think there is a link I should have listed here feel free to tweet it at me, or submit as a Github issue. Even though I do this full time, I'm still a one person show, and I miss quite a bit, and depend on my network to help me know what is going on.

API Machine Learning Organizations

These are the organizations I come across in my research who are doing interesting things in the API space. They could be companies, institutions, government agencies, or any other type of organizational entity. My goal is to aggregate so I can stay in tune with what they are up to and how it impacts the API space.


The product of over 50 person years of engineering effort, AlchemyAPI is a text mining platform providing the most comprehensive set of semantic analysis capabilities in the natural language processing field. Used over 3 billion times every month, AlchemyAPI enables customers to perform large-scale social media monitoring, target advertisements more effectively, track influencers and sentiment within the media, automate content aggregation and recommendation, make more accurate stock trading decisions, enhance business and government intelligence systems, and create smarter applications and services.


Algorithms.io provides a machine learning platform for the classification of streaming data. The company's platform is used to ingest, store, and analyze streaming data generated by devices, sensor, and machines.


Api.ai provides developers and companies with the advanced tools they need to build voice interfaces for apps and hardware devices. The Api.ai platform lets developers seamlessly integrate intelligent voice command systems into their products to create consumer-friendly voice-enabled user interfaces. Api.ai is also the company behind Assistant, a first of its kind conversational assistant app created in 2010 that now has more than 20 million users and is the highest rated assistant app available. The Api.ai team and board of advisors brings decades of experience in artificial intelligence, machine learning and human-computer interaction services.

AWS Machine Learning

Amazon Machine Learning is a service that makes it easy for developers of all skill levels to use machine learning technology. Amazon Machine Learning provides visualization tools and wizards that guide you through the process of creating machine learning (ML) models without having to learn complex ML algorithms and technology. Once your models are ready, Amazon Machine Learning makes it easy to obtain predictions for your application using simple APIs, without having to implement custom prediction generation code, or manage any infrastructure. Amazon Machine Learning is based on the same proven, highly scalable, ML technology used for years by Amazon’s internal data scientist community. The service uses powerful algorithms to create ML models by finding patterns in your existing data. Then, Amazon Machine Learning uses these models to process new data and generate predictions for your application. Amazon Machine Learning is highly scalable and can generate billions of predictions daily, and serve those predictions in real-time and at high throughput. With Amazon Machine Learning, there is no upfront hardware or software investment, and you pay as you go, so you can start small and scale as your application grows.

AWS Rekognition

Amazon Rekognition is a service that makes it easy to add image analysis to your applications. With Rekognition, you can detect objects, scenes, and faces in images. You can also search and compare faces. Rekognition’s API enables you to quickly add sophisticated deep learning-based visual search and image classification to your applications. Amazon Rekognition is based on the same proven, highly scalable, deep learning technology developed by Amazon’s computer vision scientists to analyze billions of images daily for Prime Photos. Amazon Rekognition uses deep neural network models to detect and label thousands of objects and scenes in your images, and we are continually adding new labels and facial recognition features to the service. Rekognition’s API lets you easily build powerful visual search and discovery into your applications. With Amazon Rekognition, you only pay for the images you analyze and the face metadata you store. There are no minimum fees and there are no upfront commitments.


AYLIEN Text Analysis API is a package of Natural Language Processing, Information Retrieval and Machine Learning tools for extracting meaning and insight from textual and visual content with ease. At AYLIEN, we’re harnessing the potential of your data. Whether you're a news organization, a developer, a savvy marketer or an academic, you'll soon see what a dose of AYLIEN intelligence can do for you. Our text API allows you to monitor the sentiment of your brand, analyze documents or summarize and classify large amounts of text.

Azure Cognitive Services

Enable natural and contextual interaction with tools that augment users' experiences using the power of machine-based intelligence. Tap into an ever-growing collection of powerful artificial intelligence algorithms for vision, speech, language, and knowledge.

Azure Machine Learning

Azure Machine Learning lets you easily design, test, operationalize, and manage predictive analytics solutions in the cloud. Azure Machine Learning was designed for applied machine learning. Use best-in-class algorithms and a simple drag-and-drop interface—and go from idea to deployment in a matter of clicks. Try it free. If you're a developer who wants the data science built in, check out our APIs and Azure Marketplace.


BigML offers a highly scalable, cloud based machine learning service that is easy to use, seamless to integrate and instantly actionable. BigML's machine learning service can be used to analyze and predict: ✓ customer behavior, to increase customer loyalty ✓ site visit behavior, to increase site conversion ✓diagnostics, to support in health care, hardware maintenance and many other area's ✓risk profiles, to process loan applications ✓stock levels, to optimize supply of goods ✓and many, many other applications, where finding patterns in data creates new insights and using those patterns to predict creates new value. Through a simple to use interface, users can quickly analyze their data and build predictive models without any prior expertise. The user can explore these models for new insights and use them to make predictions. This technology can be simply integrated with user's applications through a downloadable format of the model or by using the fully documented API.


Bitext delivers the most precise and granular text analytics solution on the market, with an accuracy rate above 90%. We are computational linguists first. Our technology really understands sentence structure and its different layers of meaning, so it always produces the richest results.

CEPT Systems

CEPT Systems introduces a new way to process information represented by text. The CEPT approach is inspired by the latest findings on the way the human cortex works. It breaks with traditional methods based on pure word count statistics. The CEPT-Retina produces semantic fingerprints of language representing words, documents or the information needs of users. Semantic fingerprints help to get more relevant search results and classify information more efficiently. The CEPT-Retina also enables the making of intelligent decisions based on human-generated text input.

Dandelion API

Context Intelligence: from text to actionable data. Extract meaning from unstructured text and put it in context with a simple API.Thanks to its revolutionary technology, Dandelion API works well even on short and malformed texts in English, French, German, Italian and Portuguese.


Datumbox offers a powerful open-source Machine Learning Framework written in Java. Discover today its large collection of algorithms, models, statistical tests and tools. The Datumbox API offers a large number of off-the-shelf Classifiers and Natural Language Processing services which can be used in a broad spectrum of applications including: Sentiment Analysis, Topic Classification, Language Detection, Subjectivity Analysis, Spam Detection, Reading Assessment, Keyword and Text Extraction and more. All services are accessible via our powerful REST API which allows you to develop your own smart Applications in no time.


<p>Diffbot provides a set of APIs that enable developers to easily use web data in their own applications. Diffbot analyzes documents much like a human would, using the visual properties to determine how the parts of the page fit together. The algorithm uses statistical techniques to automatically and reliably determine the structural organization of a page, independent of layout and the language of the text.

Google Cloud Machine Learning Engine

Google Cloud Machine Learning Engine is a managed service that enables you to easily build machine learning models, that work on any type of data, of any size. Create your model with the powerful TensorFlow framework that powers many Google products, from Google Photos to Google Cloud Speech. Build models of any size with our managed scalable infrastructure. Your trained model is immediately available for use with our global prediction platform that can support thousands of users and TBs of data. 

Google Cloud Natural Language

Google Cloud Natural Language API reveals the structure and meaning of text by offering powerful machine learning models in an easy to use REST API. You can use it to extract information about people, places, events and much more, mentioned in text documents, news articles or blog posts. You can use it to understand sentiment about your product on social media or parse intent from customer conversations happening in a call center or a messaging app. You can analyze text uploaded in your request or integrate with your document storage on Google Cloud Storage.

Google Cloud Prediction

Google Cloud Prediction API provides a RESTful API to build Machine Learning models. Prediction's cloud-based machine learning tools can help analyze your data to add various features to your applications, such as customer sentiment analysis, spam detection, recommendation systems, and more.

Google Speech

Google Cloud Speech API enables developers to convert audio to text by applying powerful neural network models in an easy to use API. The API recognizes over 80 languages and variants, to support your global user base. You can transcribe the text of users dictating to an application’s microphone, enable command-and-control through voice, or transcribe audio files, among many other use cases. Recognize audio uploaded in the request, and integrate with your audio storage on Google Cloud Storage, by using the same technology Google uses to power its own products.

HPE Haven OnDemand

HPE Haven OnDemand is a platform for building cognitive computing solutions using text analysis, speech recognition, image analysis, indexing and search APIs. Simply put, developers and businesses use APIs to add advanced capabilities such as natural language processing, machine learning, and predictive analytics to their applications.

IBM DeveloperWorks

It's your source of innovative how-tos, tools, code, and communities to help you solve the complex problems that you face as a developer in an enterprise organization. At developerWorks, you can learn about, try, and quickly gain skills in the latest IBM products and open standards technologies. We have a passion for understanding your needs, earning your trust, and helping you excel. See how we got our start and learn more about our mission.

IBM Watson

Meet IBM Watson, a cognitive system that enables a new partnership between people and computers that enhances and scales human expertise. Watson has been learning the language of professions and is trained by experts to work across many different industries.


Keplr turns datasets into prediction engines.

Machine Linking API

Atma Links is an affiliate marketing technology that helps online publishers monetize editorial and user-generated content through contextual affiliate links. Atma Links was designed as a user-friendly alternative to traditional in-text advertising. Rather than inserting distracting and, often, irrelevant advertisements into text, Atma Links analyzes web content in real-time to identify references to online products in plain text. Unambiguous references are automatically converted to deep affiliate links to retail sites which sell the product being linked. As a supplemental service, Atma also automatically attaches affiliate codes to the regular links on a website that are eligible for affiliation. The Atma Links overlay, or pop-up, was built to enhance the reading experience by displaying product specific information. This product data includes up-to-date pricing info as well as multiple search options for the specific product being linked. However, publishers can elect to disable this feature and, instead, render the Atma Links presence on content site practically invisible. Hover display is one of many customizable Atma Links features that empower publishers to control the in-text advertising on their websites. With Atma Links, publishers also control the volume, display, and relevance of all affiliate links. For product oriented forums, blogs, and web applications, Atma Links delivers significant in-text revenue while preserving user experience.


The MathWorks, Inc. (branded as simply MathWorks) is an American privately held corporation that specializes in mathematical computing software. Its major products include MATLAB and Simulink. As of April 2014, it employed over 3,000 people worldwide with 70% located at the company's headquarters in Natick, Massachusetts, United States.

Meaning Cloud

MeaningCloud is the easiest, most powerful and most affordable way to extract the meaning of all kind of unstructured content: social conversation, articles, documents, etc. MeaningCloud extracts insights (valuable information) from multilingual, multimedia contents. MeaningCloud provides text analytics functionality for: - Text Classification - Entities and Topics Extraction - Sentiment, Opinion and Reputation Analysis - Clustering. - Voice of the Customer/Employee/Patient Analytics 


PredictiveIntent is a leading expert in the development of behavioural analysis and targeting software for digital businesses. PersonalMerchant is a fully-featured E-Commerce recommendations suite, enabling online retailers to present the right products or blog articles to the right people, at the right time. PersonalMerchant can be connected through deeply integrated extensions for Magento, Visualsoft, Interspire and OXID eShop or through a simple API to connect with any e-commerce platform. Through the patent-pending Suggestion Choreography Technology, and smart algorithms coupled with Layered Logic suggestion sets (which can be easily adapted on our online Dashboard), retailers can increases in revenue by around 20%, increases in loyalty and return purchases and increases Average Order Values. Behaviourally personalised emails are also supported, as is social media support with Twitter and Facebook (coming soon) support. PersonalMerchant services are available both directly from PredictiveIntent and via solution partners such as Pod1, Grand River and Session Digital. The IntentPredictionServer is available as a SaaS or SaaP framework enabling the recommendation technology to be integrated with any content serving platform, from mobile portals to advertising servers. Personalising digital experiences has been shown to increase customer loyalty, consumption, relevance and revenue. The detailed online reporting enables businesses to observe and understand customer behaviour with more clarity, detail and accuracy than ever before possible.


Receptiviti enables AI platforms with emotional intelligence by analyzing natural language, tweets, email, IM, chat and voice to reveal people’s psychology, personality, decision-making style and emotions in real-time.


Repustate is a web based natural language toolkit. Using an open and free API, Repustate allows any 3rd party to build their own marketing tools (brand monitoring, sentiment analysis etc.). By commoditizing the technical aspects of market research, Repustate hopes to unearth the more creative and insightful aspects of social media analysis.


Saplo uses innovative semantic technologies to analyze text in a way that mimic how humans read and evaluate text. Saplo help organisations extract and refine valuable information hidden in large text collections. Saplo have five different services; Entity Tagging, Topic Tags, Related & Similar Articles, Contextual recognition and Sentiment Analysis.


Semantria applies Text and Sentiment Analysis to tweets, facebook posts, surveys, reviews or enterprise content. Offering services via API and Excel plugin. It is a spinoff of text-analysis software Lexalytics, but differs in that it is offered via API and Excel plugin, and in that it incorporates a bigger knowledge base and uses deep learning.


We are AI enthusiasts on a mission to make deep learning easily available to everyone. We focus on building cutting edge tools that can be integrated into existing apps cheaply and with minimal work. We work across various models, but our focus is on image processing deep learning. For a quick demo of what we can do, check out our Fast Demo Page. Our API has been used in a number of applications: to build an image transformation mobile app, to create an amazing photo booth, and to add a unique twist on custom printing.


TensorFlow™ is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows you to deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device with a single API. 


The service provides analysis of selected text passages to identify named entities and statements of fact with disambiguation to distinguish similar text strings. It applies machine learning algorithms and natural language processing to connect a text sample with a knowledge base and identify known elements and their relationships. API methods support submission of a text sample to be parsed. 


Turi provides an agile machine learning platform for developers to build intelligent applications.


Wolfram Research is building a computational knowledge engine called Wolfram|Alpha for the web to be launched in May 2009. The product will contain data in various  fields including physical sciences, technology, geography, weather, cooking, business, music, etc. in order to provide answers to questions that users input. Its language interface will accommodate variations in how users frame their questions, such as the use of abbreviations. Wolfram Alpha’s vision is to create a system which can do for formal knowledge (heuristics, algorithms, rules, methods, theorems, etc.) what search engines like Google have done for informal knowledge, such as text and documents.

If you think there is an organization I should have listed here feel free to tweet it at me, or submit as a Github issue. Even though I do this full time, I'm still a one person show, and I miss quite a bit, and depend on my network to help me know what is going on.

API Machine Learning Tooling

As I study each API, and API related service, I'm always looking for open source tooling that has been developed around each area of the API life cycle. This is an aggregate of tooling I've come across and aggregated as part of my machine learning API research.

Machine Learning

If there is a tool that you think should be listed here, let me know by submitting a Github issue or Tweeting a link at me. I'm always looking for new types of tools, and get better at organizing them here and making sense.