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IBM Watson - List of Useful Links - Blogs and GITHub repos....

Recommended By

  • Jake Madden
13
POSTED IN: Building Bridges from R to IBM Watson

 

IBM Watson - Starter Kits

  1. CODE PATTERNS: https://developer.ibm.com/code/technologies/artificial-intelligence/
  2. DEVELOPER PATTERNS - https://developer.ibm.com/code/patterns/
  3. 50+ USE CASES (searchable) - https://www.ibm.com/w3-techblog/use-cases/
  4. CALL FOR CODE - https://developer.ibm.com/callforcode/resources/
  5. NLU BEST PRACTICES - https://www.eba.ai/docs/articles/NLUBestPractices.html
  6. IBM CODER PROGRAM https://ibmcoders.influitive.com/   (w registration)
  7. MAINT https://developer.ibm.com/callforcode/resources/preventative-action/
  8. BUILD WITH WATSON Starter kits & resources: https://console.bluemix.net/developer/watson/dashboard
  9. COGNITIVE CLASS - https://cognitiveclass.ai/courses/
  10. IBM BLUEMIX DOCUMENTS - https://console.bluemix.net/docs/
  11. WATSON LANDING PAGE - https://github.com/dtoczala/watson-landing-page
  12. CALL CENTER INSTRUMENTATION & ANALYTICS (CCIA) - https://github.com/mamoonraja/call-center-think18/blob/master/README.md
  13. USAGE INSIGHTS  https://developer.ibm.com/code/patterns/discover-hidden-facebook-usage-insights/
  14. APPLICATION STARTER KITS (ASKs) - https://www.ibm.com/watson/developercloud/starter-kits.html
  15. IBM GBS Patterns  (IBM GBS internal) https://cognitive-asset-library.mybluemix.net/
  16. ARCHITECTURE CENTER: https://www.ibm.com/devops/method/category/architectures
  17. WATSON ACCELERATORS https://watsonaccelerators.mybluemix.net/welcome
  18. REDBOOKS -  Building Cognitive Applications with IBM Watson Services series is a seven-volume collection that introduces IBM Watson cognitive computing services.  http://www.redbooks.ibm.com/redbooks.nsf/pages/cognitiveapps
  19. Create Shiny Web App Dashboard in R https://medium.com/ibm-data-science-experience/create-r-shiny-web-apps-with-data-science-experience-and-bluemix-bbf51c0bf4db
  20. CODE HOME: Collection REST APIs and SDKs that use cognitive computing to solve complex problems: https://github.com/watson-developer-cloud
  21. GETTING STARTED WITH BLUEMIX - https://www.youtube.com/watch?v=u0Tx2QzBZqA
  22. ZERO TO COGNITIVE - building first app https://www.youtube.com/watch?v=c5nmbF72lCM
  23. GENTLE INTRO / BEGINNER TO BOTS & DESIGN THINKING - t https://developer.ibm.com/courses/all/chatbots-for-good-empathetic-chatbots/
  24. ARCHITECTURES & PATTERNS - IBM's architectures provide the best practices for building applications in the Cloud.  https://www.ibm.com/devops/method/category/architectures/
  25. Cloud Patterns, AI Patterns, Data Patterns https://developer.ibm.com/code/
  26. CUSTOMER CARE - Sample application demonstrating how the Watson APIs can be used to support customer care on Twitter - https://github.com/watson-developer-cloud/social-customer-care
  27. VIsion - Sample ASP.Net Core Application for the IBM Watson Visual Recognition Service  https://github.com/watson-developer-cloud/visual-recognition-aspnet
  28. A Deploy-To-Bluemix enabled instance of Node-RED that can be forked, customized and reused. https://github.com/watson-developer-cloud/node-red-bluemix-starter
  29. Bot Builder - A simple sample application demonstrating the conversation api - https://github.com/watson-developer-cloud/conversation-simple
  30. SPEECH - Sample Node.js Application for the IBM Watson Speech to Text Service - https://github.com/watson-developer-cloud/speech-to-text-nodejs
  31. PYTHON to Twitter API to fetch a user's timeline and then calls Watson Personality Insights to estimate their personality traits.  https://github.com/watson-developer-cloud/personality-insights-twitter-python
  32. PYTHON - Audio - https://github.com/profjsb/python-seminar/blob/master/DataFiles_and_Notebooks/04_Interacting_with_the_World/4_audio.ipynb
  33. PYTHON - Josh Bloom Heaps of info https://github.com/profjsb/python-seminar
  34. SPEECH Python - Python client that interacts with the IBM Watson Speech To Text service through its WebSockets interface - https://github.com/watson-developer-cloud/speech-to-text-websockets-python
  35. SPEECH Python Streaming - https://dreamtolearn.com/ryan/r_journey_to_watson/42
  36. Conversation + NLU + Weather + Tone Analyzer: https://github.com/joe4k/conversation-nlu-ta
  37. Conversation + NLU + Weather + Tone Analyzer + Personality Insights: https://github.com/joe4k/conversation-nlu-ta-pi
  38. http://freedville.com/blog/2017/10/12/what-does-your-cognitive-system-know-about-your-documents-and-why-does-it-matter/
  39. http://freedville.com/blog/2017/10/27/how-to-organize-documents-when-digitizing-them/
  40.  https://developer.ibm.com/code/patterns/analyze-san-francisco-traffic-data-with-ibm-pixiedust-and-data-science-experience
  41.  https://developer.ibm.com/code/patterns/analyze-starcraft-ii-replays-with-jupyter-notebooks
  42.  https://developer.ibm.com/code/patterns/analyze-open-medical-data-sets-to-gain-insights
  43.  https://developer.ibm.com/code/patterns/create-visualizations-to-understand-food-insecurity

 

IBM Watson - Useful Blogs and Code Snippets

  1. WDC Home Page - http://www.ibm.com/smarterplanet/us/en/ibmwatson/developercloud/

  2. IBM Watson Github - https://github.com/IBM-Watson

  3. WDC GIT Repo - https://github.com/watson-developer-cloud

  4. Data Refinery in Watson Studio - SHape Data - https://medium.com/ibm-watson/shaping-your-unstructured-text-for-machine-learning-9b60b889b30e

  5. Series of webinars called "Building with Watson" that we run biweekly. It's a technical web series for developers who want to or are beginning to build with Watson APIs  http://www.ibm.com/watson/building-with-watson-webinar.html

  6. Study Guide  - https://github.com/havasnewyork/IBM-Watson-Developer-Certification-Study-Guide

  7. Cognitive Catalyst - https://github.com/cognitive-catalyst

  8. Ryan Anderson Blog - https://dreamtolearn.com/ryan/r_journey_to_watson

  9. Ryan Anderson GIT - https://github.com/rustyoldrake/R_Scripts_for_Watson

  10. Ryan's YOUTUBE - https://www.youtube.com/c/RyanAndersonTechnical

  11. REACT - https://dreamtolearn.com/ryan/data_analytics_viz/109 Receive Extract Analyze Classify and Targeted Re-insert -

  12. Anthony Stevens Blog - Cogntive Resonance - https://medium.com/cognitive-resonance

  13. Anthony Stevens GIT - https://github.com/biosopher

  14. Joe Jozhaya's Blog - https://kozhayasite.wordpress.com/

  15. Watson Developer Cloud Performance Evaluation Utilities   https://github.com/joe4k/wdcutils/

  16. Alchemy SDK Home - http://www.alchemyapi.com/developers/sdks

  17. Zach Blog - http://blog.alchemyapi.com/author/zach-walchuk

  18. Andrew Freed - http://freedville.com/blog/

  19. Chris Madison Blog - http://cmadison.me/

  20. Andy Trice - IBM Watson Vision - http://www.tricedesigns.com/  * VISION *

  21. David C Martin Links: Age at Home  ibm.biz/ageathome   github.com/dcmartin/age-at-home and AgeAtHome (resin.io for Rpi)

  22. Tox Blog - https://dtoczala.wordpress.com/  

  23.  James' Blog - GROUND TRUTH AND TESTING NLC https://brainsteam.co.uk/2016/03/29/cognitive-quality-assurance-an-introduction/

  24. JeanCarl and Node Red: http://jeancarlbisson.com/

  25. NODE RED - https://medium.com/ibm-watson-developer-cloud/get-started-with-node-red-77b304558b75

  26.  Professor Languo - https://github.com/watson-developer-cloud/professor-languo

  27.  SchoolFInder  http://nycschoolfinder.mybluemix.net/

  28.  NLP Enriched Product Reviews: https://ibm.box.com/s/z9dg2ocg0jhg6a811llwsqcaatbfzh8a

  29. IBM WDC Services for the Non-Technical (IBM  lunch and learn)  https://ibm.box.com/s/d2zmhv48uxpl0t70m85jj68gljj7720r

  30. Tradeoff Analytics to help choose better: http://tradeoff-analytics-demo.mybluemix.net/

  31. Analyzing movie review with "IBM Insights for Twitter": https://www.youtube.com/watch?v=9yVNwOs9L4c

  32. Golden State Warriors - http://www.nustory.com/special-project-golden-state-warriors-social-media-investigation/

  33. TRAINABLE Visual Classification Model https://visual-recognition-demo-v2.mybluemix.net/

  34. RETRIEVE AND RANK - Chris Ackerson Developing with IBM Watson Retrieve and Rank: Part 1 Solr Configuration https://medium.com/machine-learning-with-ibm-watson/developing-with-ibm-watson-retrieve-and-rank-part-1-solr-configuration-29c18e52966f#.25jegq21i 

  35.  SEVENTY DAYS - 3 steps for building a cognitive solution in 70 days  https://developer.ibm.com/dwblog/2016/cognitive-solution-70-days-joe-kozhaya/

Deep Learning and ML Models

  1. https://developer.ibm.com/code/exchanges/models/

 

Virtual Reality and Augmented Reality for Enterprise

  1.   IBM IX - https://www.youtube.com/watch?v=iamSHeHDe7o
  2.  Immersive Insights  https://www.youtube.com/watch?v=6WRNqdOMXmc
  3. Speech Sandbox https://www.ibm.com/innovation/milab/work/speech-sandbox/
  4. Enterprise Design Patterns - https://dreamtolearn.com/ryan/cognitivewingman/4
  5. Tumblr http://thinkvr.tumblr.com/
  6. Twitter  https://twitter.com/cognitiative
  7.  FLipboard https://flipboard.com/@ibmgbs/thinkreality-8ak0jtsgz
  8. Star Trek / Unity / Ubisoft https://www.theverge.com/2017/5/11/15621930/star-trek-bridge-crew-voice-commands-ibm-watson

 

IBM Watson - Handbooks

  1. Watson Developer Cloud Handbook: https://ibm.box.com/s/nav52vt6q2xwib5zqwupwjf78mxtgems
  2. Personality (PI) Handbook https://ibm.box.com/s/6h8dxsc3pq5idtgehjb6fwh7vbejsvtc
  3. Natural Language Classifier (NLC) Handbook: https://ibm.box.com/s/rdlog2sue79178816s0rabkbi7ifu5vg 
  4. Retrieve and Rank (R&R) Handbook: https://ibm.box.com/s/n0lqowt0v97nxb5mtei6qrbkkbtdt2dm 
  5. Cognitive Patterns: https://ibm.box.com/s/x36om0iumv049f8ns4udh4fjkkb94rvt

 

Watson Assistant - Conversational Agents, Speech & Hardware (Chatbots)

Building with Watson, many links below are from  list of articles from https://medium.com/@snrubnomis/purple-brain-2eb1f93fce5 from Simon Burns

  1. Simon Says:  Simon Burns' Multiple Assets for Assistants and Chatbots https://medium.com/@snrubnomis and https://medium.com/@snrubnomis/conversational-directory-5a5531749295

  2. Getting Chatty with IBM Watson https://medium.com/@snrubnomis/getting-chatty-with-ibm-watson-1075c549ee9e

  3. Chatbot: Deconstructed  https://medium.com/@snrubnomis/bot-deconstructed-995c18fe1262

  4. I Digress Watson https://medium.com/@snrubnomis/i-digress-watson-543ab4bded58

  5. Purple Brain https://medium.com/@snrubnomis/purple-brain-2eb1f93fce5
    Watson Assistant - https://www.ibm.com/watson/services/conversation/

  6. This is a simple conversation to demonstrate how a user's emotional tone can be used to provide more tailored and empathetic responses by integrating Watson Conversation and Watson Tone Analyzer. http://food-coach.mybluemix.net/

  7. Watson Conversation Service – Deep Dive (with PPT deck) - https://joshicohen.wordpress.com
  8. Conversational Guidelines: https://conversational-ux.mybluemix.net/design/conversational-ux/
  9. Web Based Intelligent Personal Assistant: https://github.com/biosopher/watson-ipa-web-nodejs/
  10. Seriously, what do I need a bot for?
  11. The Bots are Coming!
  12. Getting Chatty with IBM Watson
  13. Conversation Patterns with IBM Watson
  14. Bot Feedback with IBM Watson
  15. An Adventure with Watson
  16. Santa’s Little Twitter Bot
  17. IBM Watson Gets Personal
  18. A Cognitive Mystery
  19. Differentiating the same with IBM Watson Conversation
  20. Gathering Information with IBM Watson Conversation
  21. My First Bot
  22. Let Watson Guide You
  23. Conversational Design
  24. Write On
  25. Recent Advances in Conversational Speech Recognition - https://developer.ibm.com/watson/blog/2016/04/28/recent-advances-in-conversational-speech-recognition-2/

Watson + Hardware and Robotics Hacks - Talking to Hardware

  1. TJBOT - Bring TJ Bot to life (raspberry pi) https://ibmtjbot.github.io/
  2. TJ Waves - https://github.com/victordibia/tjwave
  3. TJ BOT  1- https://medium.com/ibm-watson-developer-cloud/build-a-chatbot-that-cares-part-1-d1c273e17a63#.g21fogr8r
  4. WEARABLE TONE - A cognitive computing experiment to analyze audience's collective tone of voice http://tone-led-pin.mybluemix.net/
  5. IOT Slides and some nice embedded video http://stt-iot-slides.mybluemix.net/3 - IOT - General Architecture for Voice Interaction Quickstart guide https://developer.ibm.com/recipes/tutorials/general-architecture-for-voice-interaction-quickstart-guide/
  6. How To Build a Candy Machine With Feelings https://medium.com/@joshzheng/how-to-build-a-candy-machine-with-feelings-922285a475c8#.84xx9zdel
  7. Cognitive Lego - STT TTS activated Lego-Bot https://www.youtube.com/watch?v=m4bzQUjr10E
  8. Cognitive Wingman - Autism Assist Prototype https://www.youtube.com/watch?v=OyM3GfHVY4w
  9. Cognitive Wingman - Never Walk Alone - http://cognitivewingman.com/
  10. Igor Ramos - cool demo of "Cognitive + IoT + Blockchain" put together as a talking candy machine.  https://vimeo.com/174682798/a4c41a5eb8  http://cognitivecandy.io/free-candy
  11. BEER - Come and taste it - https://www.ibm.com/innovation/milab/work/ibm-sxsw-tasting-experience/
  12.  Voice Controlled Robot Arm ($1) - https://dreamtolearn.com/ryan/r_journey_to_watson/40
  13.  WINE Selection with your Food:   STT  NLC  TTS - https://www.youtube.com/watch?v=KPOANTGm3hQ
  14. COFFEE Selection by taste https://www.youtube.com/watch?v=9PtkXj07-4U
  15. IBM Blue Voice - Playing with Amazon Echo/Alexa - very light test https://www.youtube.com/watch?v=QyXDUxkNj_k
  16. Audio Analysis Dashboard - TedTalks and Youtube Vids TRANSCRIPTS gen https://audio-analysis-application-starter-kit.mybluemix.net/
  17. MACKENZIE - an IBM Watson Powered Speech / Text / NLC interface for R-Studio https://www.youtube.com/watch?v=imNjZKtyx0s
  18. Sensemaking Systems in Call Centers - https://dreamtolearn.com/ryan/r_journey_to_watson/55
  19. Boaty Mc Boatface - https://dreamtolearn.com/ryan/r_journey_to_watson/36
  20. IBM Skylink connects drones to the IBM Cloud in real time https://techcrunch.com/video/ibm-skylink-connects-drones-to-the-ibm-cloud-in-real-time/57727f125095493da6cdaa7c/
  21. Call for Code: Introducing DroneAid, Puerto Rico - DRONES post disaster https://www.youtube.com/watch?v=9fRcis-5Zuc
  22. create the workings for a multilingual chat room using OpenWhisk, Watson Text to Speech and Watson Language Translator. https://github.com/IBM/serverless-language-translation
  23. Unity Language Translation in some of these videos - https://www.youtube.com/watch?v=sZAlfx8X5kc&list=PLXQJDMm1VnWDHsdlNmDff6pouHa_jpMUw TTS expressive and STT

 

 

 

 

 

Data Discovery & User Segmentation

1. User Segmentation - Discussion Paper - Personality Insights > Jungian Archetypes  https://ibm.box.com/s/jtnlgbvszf9bn1pakn6fvsiwvas4x8fq

2:   PI Driven Segmentation:   https://ibm.box.com/s/h1rslp5yzbobl7j2jvcndigpq8pmo798

3.    IBM Sports - IX - https://www.youtube.com/watch?v=7zKLEyLTqNU - Toronto Raptors UX/Data Viz/Watson

4.  Leveraging personality to predict consumption preferences  https://www.ibm.com/blogs/watson/2016/10/leveraging-personality-predict-consumption-preferences/

5.  Watson Ads https://watsonads.com 

6.  10 Major Brands Using IBM Watson - http://www.topbots.com/10-major-fortune-500-brands-using-ibm-watson/

7.  Equals3 Lucy - Powered by Watson - http://equals3.ai/

8. Influential - Powered by Watson (Social Listening and Social Messaging) - https://influential.co/

 

 

Vision and Visual Recognition

 
VERY GOOD:  Localized IBM Watson Visual Recognition using image preprocessing
(great blog and source code from Andrew Trice )
https://www.ibm.com/blogs/bluemix/2017/03/sharpen-watson-visual-recognition-results/
 

Slice and Dice Images (very good)

This is complete source code for visualizing localized results for a single class, within a single custom classifier using image preprocessing (tiling) techniques, and will run on Bluemix as-is. You can re-use as much as needed.  You just need to specify your Watson VR key and the classifier ID inside of app.js.  It can also be extended to support multiple classifiers and multiple classifications within a classifier
https://github.com/IBM-Bluemix/Visual-Recognition-Tile-Localization

 

Info & Demo:
Visual Recognition Overview - http://www.ibm.com/watson/developercloud/visual-recognition.html
Visual Recognition demo - https://visual-recognition-demo.mybluemix.net/ ("Try" = out-of-the-box tagging, "Train" = custom classifiers)
Similarity Search demo - https://similarity-search-demo.mybluemix.net/
Best practices for custom classifiers - http://ibm.co/2ehdy7P
Guidelines for good training - http://ibm.co/2cpFS7i
API Reference - bit.ly/VR-ref
Documentation - bit.ly/VR-docs
Fork on Github - bit.ly/VR-github

Use Cases:
Visual Recognition Use Cases by Industry -  http://ibm.co/2e1Frzr
OmniEarth case study (satellite imagery) - http://ibm.co/2cldt3w
Drones performing inspections: https://youtu.be/BWDfP_udMA0
Drones gathering live video data: use case -
 
CRM magazine IBM's Augmented Shopping Advisor https://www.youtube.com/watch?v=nyM9Pfa-yOI
IBM UK - IBM and Tesco test Augmented Reality mobile app https://www.youtube.com/watch?v=qJMyC9o08OM
 
ANDY TRICE'S GOODIES:
Here is a CLI for the Watson Visual Recognition service:
 
Andrew Trice demonstrates a solution for insurance adjustment utilizing drones and built on IBM Bluemix. Build cognitive solutions

 

Digital Twins and Asset Management

  1. IBM Watson & Digital Twins - Holistic Asset Management
    https://www.linkedin.com/pulse/digital-twins-threads-holistic-asset-management-ryan-anderson 
  2. Designing Better Machines - PPT Deck from Sky on Cognitive Digital Twin https://www.slideshare.net/IBMIoT/hannover-messe-evolution-of-a-cognitive-digital-twin
  3. What is Digital Twin?
    https://www.ibm.com/blogs/internet-of-things/digital-twin/
    https://www.slideshare.net/IBMIoT/ibm-watson-internet-of-things-introducing-digital-twin (slides)
  4. IBM launches new Digital Twin and Platform capabilities for Watson Internet of Things
     
    https://www.ibm.com/blogs/internet-of-things/new-digital-twin-capabilities/
  5. Building a Digital Twin using Watson IoT Platform 
    https://developer.ibm.com/iotplatform/2017/05/01/building-digital-twin-using-watson-iot-platform/
  6. IOT & Digital Twin - Industry 4.0 
    https://www.enterpriseirregulars.com/113624/ibm-watson-iot-digital-twin-industry-4-0/
  7. Digital Twin: Bridging the physical-digital divide
    https://www.ibm.com/internet-of-things/resources/digital-twin/digital-convergence/
  8. Immersive Insights and International Space Station (Watson Verbal Interface)
    https://www.youtube.com/watch?v=6WRNqdOMXmc
    https://vimeo.com/216672088
  9. Blogs
    1. https://www.ibm.com/blogs/internet-of-things/category/iot-digital-twin/
    2. https://www.ibm.com/blogs/internet-of-things/author/matthew-mikell/

9. https://ibmpairs.mybluemix.net/ is a platform, specifically designed for massive geospatial-temporal data (maps, satellite, weather, drone, IoT), query and analytics services.

 

IoT - INTERNET OF THINGS

 

https://github.com/IBM/serverless-home-automation     
https://developer.ibm.com/code/events/ibm-code-tech-talk-implement-voice-controls-for-a-serverless-home-automation-hub/

 

Retail

Walmart - block chain food safety - https://www-03.ibm.com/press/us/en/pressrelease/50816.wss

Tesco - Planogram Compliance project - https://www.youtube.com/watch?v=qJMyC9o08OM

Staples - Easy Button project - https://www.youtube.com/watch?v=BpmvF8KPyag

Boots UK - https://www.youtube.com/watch?v=NXyq6p6oRtg

Apple - Transforming/Digitizing the Store Experience. https://www.youtube.com/watch?v=Mh1RLbOP7jE

 

Automotive 

Schaeffler - www-03.ibm.com/press/us/en/pressrelease/50673.wss

Honda - formula 1 - /www-03.ibm.com/press/us/en/pressrelease/49355.wss

Local Motors - Olli - www-03.ibm.com/press/us/en/pressrelease/49957.wss

 

Buildings

Kone - www.ibm.com/watson/stories/kone-with-watson.html

https://www-03.ibm.com/press/us/en/pressrelease/49143.wss

ISS - www-03.ibm.com/press/us/en/pressrelease/50059.wss

Kimberly Clark - facilities - https://www-03.ibm.com/press/us/en/pressrelease/49634.wss

 

Manufacturing

Northstar Bluescope Steel - employee safety - www-03.ibm.com/press/us/en/pressrelease/49994.wss

Whirlpool - https://www-03.ibm.com/press/us/en/pressrelease/48762.wss
Siemens - http://www.siemens.com/press/en/pressrelease/?press=/en/pressrelease/2016/digitalfactory/pr2016120102dfen.htm&content[]=DF

 

Electronics 

Panasonic - Digtial Concierge - http://www-03.ibm.com/press/us/en/pressrelease/51350.wss

Ricoh - interactive whiteboard - https://www-03.ibm.com/press/us/en/pressrelease/51571.wss

Whirlpool - https://www-03.ibm.com/press/us/en/pressrelease/48443.wss

Panasonic, Nokia, Bragi https://www-03.ibm.com/press/us/en/pressrelease/50452.wss

 

Travel & Transportation

SNCF https://www.ibm.com/annualreport/2016/story/railway-engineers.html

 

Watson Visual Recognition food model

 

IBM Watson Service Demos

1 NLC - And Factoid Demo -  http://nlc-factoid-assistant.mybluemix.net/

2.  NLC Anthony's Factoid Assistant Code https://github.com/biosopher/nlc-factoid-assistant

3.  NLC for claims processing https://www.youtube.com/watch?v=FKDmZ0XO-eo&feature=youtu.be

4.  NLC bootstrapping from TONE for custom TONE  https://www.youtube.com/watch?v=2aVPvJI9tM0https://www.youtube.com/watch?v=2aVPvJI9tM0

3. Text to Speech: http://www.ibm.com/smarterplanet/us/en/ibmwatson/developercloud/text-to-speech.html

4. Speech to Text : http://www.ibm.com/smarterplanet/us/en/ibmwatson/developercloud/speech-to-text.html

5.  Tone Analyzer Demo https://tone-analyzer-demo.mybluemix.net/

6.  TWILIO - Test Platform to integrate with Watson Enabled Twilio service - https://github.com/cognitive-catalyst/twilio

7.  100 IBM Watson Videos - http://meta-guide.com/videography/100-best-ibm-watson-videos

 

Spark

  1.  Spark Streaming - Rafi Kurlansik  https://github.com/kurlare/spark_streaming_demo
  2. Generalized Streaming Pipelines with Apache Spark and Kafka https://www.youtube.com/watch?v=xCAjoFZbMxA&feature=youtu.be

 

Alchemy API Webinars: Previous session replays:

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  1. Social Media Monitoring APIs in a BI Dashboard http://event.on24.com/wcc/r/1153654/770B652E9F4AFC708BB2D5A600A41340
  2. Social Media Monitoring Enhanced with Watson APIs http://event.on24.com/wcc/r/1153652/D463791F71820D25339AD6EA5F05A474
  3. Conversational Application Showcase http://event.on24.com/wcc/r/1107724/84FB28E42E72115B858C5EFB8A37042A
  4. Deploying Your Watson App to Bluemix http://event.on24.com/wcc/r/1107715/BC45F88174B46138FE4462D19D7D20D1
  5. Beyond the Basics for Conversational Apps http://event.on24.com/wcc/r/1107724/84FB28E42E72115B858C5EFB8A37042A
  6. Training and Preparing Your Conversational System http://event.on24.com/wcc/r/1107704/3CCFE57431F112C415D260FBF1CFA284
  7. Conversational Apps Built with Watson Language APIs http://event.on24.com/wcc/r/1107697/A56FA5C2E0A6CC69BF4D85DF23863B6F
  8. Optimize Conflicting Decisions with the Tradeoff Analytics API http://event.on24.com/wcc/r/1055068/C3FC544341E5A63C92B9183FA9AEF214
  9. Interpreting Language Using the Natural Language Classifier http://event.on24.com/wcc/r/1055061/575ABEBB77C459FE4F9FC8BEE5680AD5
  10. Taking Speech to a New Level of Intelligence with NLP http://event.on24.com/wcc/r/1055048/F5A353D11E57E0D5059BF3576DDC130E
  11. Building an App using the News API http://event.on24.com/wcc/r/1055033/9D3FFC43AE6DAD8D11054232A291BE85

 

 

 

 

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About the Author

Ryan Anderson

Ryan Anderson

Hi! I like to play with data, analytics and hack around with robots and gadgets in my garage. Lately I've been learning about machine learning.

About this blog

This is an informal blog that explores tools, code and tricks that group members have developed to engage IBM Watson cognitive computing services - from the R Programming Language. Packages include RCURL to access Watson APIs - for services that include Natural Language Classifier and Speech to Text. THIS IS MY PERSONAL BLOG - it does not represent the views of my employer. Code is presented as 'use at your own risk' (it has lots of bugs)

Created: September 13, 2015

English

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