R_Scripts_for_Watson

R Scripts for Watson Experimental Scripts Written in R Programming Language, leveraging RCURL that Access the IBM Watson Services / APIs see: http://www.ibm.com/smarterplanet/us/en/ibmwatson/developercloud/ for services

This is VERY rough code - mostly proof of concept work - so not hardened

https://dreamtolearn.com/ryan/r_journey_to_watson for some blogs

The postings on this site are my own and don't necessarily represent IBM's position, strategies or opinions. Anyone is free to use, copy, distribute, modify or sell the source code here on GitHub and other materials directly linked from dreamtolearn.com and is provided "as is" without warranties. I am not responsible for any harm or damage caused to your computer, software or anything else caused by the material. (So handle with care :)

Searching for SORTING HAT info? Look here: https://dreamtolearn.com/ryan/data_analytics_viz/98

Sorting Hat CSV written by Lucy Anderson

You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0

https://github.com/rustyoldrake/R_Scripts_for_Watson/blob/master/bridges_r_to_watson_logo2.png

IBM Watson - Starter Kits

CODE PATTERNS: https://developer.ibm.com/code/technologies/artificial-intelligence/ DEVELOPER PATTERNS - https://developer.ibm.com/code/patterns/ 50+ USE CASES (searchable) - https://www.ibm.com/w3-techblog/use-cases/ CALL FOR CODE - https://developer.ibm.com/callforcode/resources/ NLU BEST PRACTICES - https://www.eba.ai/docs/articles/NLUBestPractices.html IBM CODER PROGRAM https://ibmcoders.influitive.com/ (w registration) MAINT https://developer.ibm.com/callforcode/resources/preventative-action/ BUILD WITH WATSON Starter kits & resources: https://console.bluemix.net/developer/watson/dashboard COGNITIVE CLASS - https://cognitiveclass.ai/courses/ IBM BLUEMIX DOCUMENTS - https://console.bluemix.net/docs/ WATSON LANDING PAGE - https://github.com/dtoczala/watson-landing-page CALL CENTER INSTRUMENTATION & ANALYTICS (CCIA) - https://github.com/mamoonraja/call-center-think18/blob/master/README.md USAGE INSIGHTS https://developer.ibm.com/code/patterns/discover-hidden-facebook-usage-insights/ APPLICATION STARTER KITS (ASKs) - https://www.ibm.com/watson/developercloud/starter-kits.html IBM GBS Patterns (IBM GBS internal) https://cognitive-asset-library.mybluemix.net/ ARCHITECTURE CENTER: https://www.ibm.com/devops/method/category/architectures WATSON ACCELERATORS https://watsonaccelerators.mybluemix.net/welcome 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 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 CODE HOME: Collection REST APIs and SDKs that use cognitive computing to solve complex problems: https://github.com/watson-developer-cloud GETTING STARTED WITH BLUEMIX - https://www.youtube.com/watch?v=u0Tx2QzBZqA ZERO TO COGNITIVE - building first app https://www.youtube.com/watch?v=c5nmbF72lCM GENTLE INTRO / BEGINNER TO BOTS & DESIGN THINKING - t https://developer.ibm.com/courses/all/chatbots-for-good-empathetic-chatbots/ ARCHITECTURES & PATTERNS - IBM's architectures provide the best practices for building applications in the Cloud. https://www.ibm.com/devops/method/category/architectures/ Cloud Patterns, AI Patterns, Data Patterns https://developer.ibm.com/code/ 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 VIsion - Sample ASP.Net Core Application for the IBM Watson Visual Recognition Service https://github.com/watson-developer-cloud/visual-recognition-aspnet 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 Bot Builder - A simple sample application demonstrating the conversation api - https://github.com/watson-developer-cloud/conversation-simple SPEECH - Sample Node.js Application for the IBM Watson Speech to Text Service - https://github.com/watson-developer-cloud/speech-to-text-nodejs 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 PYTHON - Audio - https://github.com/profjsb/python-seminar/blob/master/DataFiles_and_Notebooks/04_Interacting_with_the_World/4_audio.ipynb PYTHON - Josh Bloom Heaps of info https://github.com/profjsb/python-seminar 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 SPEECH Python Streaming - https://dreamtolearn.com/ryan/r_journey_to_watson/42 Conversation + NLU + Weather + Tone Analyzer: https://github.com/joe4k/conversation-nlu-ta Conversation + NLU + Weather + Tone Analyzer + Personality Insights: https://github.com/joe4k/conversation-nlu-ta-pi http://freedville.com/blog/2017/10/12/what-does-your-cognitive-system-know-about-your-documents-and-why-does-it-matter/ http://freedville.com/blog/2017/10/27/how-to-organize-documents-when-digitizing-them/ https://developer.ibm.com/code/patterns/analyze-san-francisco-traffic-data-with-ibm-pixiedust-and-data-science-experience https://developer.ibm.com/code/patterns/analyze-starcraft-ii-replays-with-jupyter-notebooks https://developer.ibm.com/code/patterns/analyze-open-medical-data-sets-to-gain-insights https://developer.ibm.com/code/patterns/create-visualizations-to-understand-food-insecurity

IBM Watson - Useful Blogs and Code Snippets

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

SchoolFInder http://nycschoolfinder.mybluemix.net/

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

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

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

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

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

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

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

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

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

Virtual Reality and Augmented Reality for Enterprise

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

IBM Watson - Handbooks

Watson Developer Cloud Handbook: https://ibm.box.com/s/nav52vt6q2xwib5zqwupwjf78mxtgems Personality (PI) Handbook https://ibm.box.com/s/6h8dxsc3pq5idtgehjb6fwh7vbejsvtc Natural Language Classifier (NLC) Handbook: https://ibm.box.com/s/rdlog2sue79178816s0rabkbi7ifu5vg Retrieve and Rank (R&R) Handbook: https://ibm.box.com/s/n0lqowt0v97nxb5mtei6qrbkkbtdt2dm 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

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

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

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

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

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

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/ Watson Conversation Service – Deep Dive (with PPT deck) - https://joshicohen.wordpress.com Conversational Guidelines: https://conversational-ux.mybluemix.net/design/conversational-ux/ Web Based Intelligent Personal Assistant: https://github.com/biosopher/watson-ipa-web-nodejs/ Seriously, what do I need a bot for? The Bots are Coming! Getting Chatty with IBM Watson Conversation Patterns with IBM Watson Bot Feedback with IBM Watson An Adventure with Watson Santa’s Little Twitter Bot IBM Watson Gets Personal A Cognitive Mystery Differentiating the same with IBM Watson Conversation Gathering Information with IBM Watson Conversation My First Bot Let Watson Guide You Conversational Design Write On 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

TJBOT - Bring TJ Bot to life (raspberry pi) https://ibmtjbot.github.io/ TJ Waves - https://github.com/victordibia/tjwave TJ BOT 1- https://medium.com/ibm-watson-developer-cloud/build-a-chatbot-that-cares-part-1-d1c273e17a63#.g21fogr8r WEARABLE TONE - A cognitive computing experiment to analyze audience's collective tone of voice http://tone-led-pin.mybluemix.net/ 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/ How To Build a Candy Machine With Feelings https://medium.com/@joshzheng/how-to-build-a-candy-machine-with-feelings-922285a475c8#.84xx9zdel Cognitive Lego - STT TTS activated Lego-Bot https://www.youtube.com/watch?v=m4bzQUjr10E Cognitive Wingman - Autism Assist Prototype https://www.youtube.com/watch?v=OyM3GfHVY4w Cognitive Wingman - Never Walk Alone - http://cognitivewingman.com/ 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 BEER - Come and taste it - https://www.ibm.com/innovation/milab/work/ibm-sxsw-tasting-experience/ Voice Controlled Robot Arm ($1) - https://dreamtolearn.com/ryan/r_journey_to_watson/40 WINE Selection with your Food: STT NLC TTS - https://www.youtube.com/watch?v=KPOANTGm3hQ COFFEE Selection by taste https://www.youtube.com/watch?v=9PtkXj07-4U IBM Blue Voice - Playing with Amazon Echo/Alexa - very light test https://www.youtube.com/watch?v=QyXDUxkNj_k Audio Analysis Dashboard - TedTalks and Youtube Vids TRANSCRIPTS gen https://audio-analysis-application-starter-kit.mybluemix.net/ MACKENZIE - an IBM Watson Powered Speech / Text / NLC interface for R-Studio https://www.youtube.com/watch?v=imNjZKtyx0s Sensemaking Systems in Call Centers - https://dreamtolearn.com/ryan/r_journey_to_watson/55 Boaty Mc Boatface - https://dreamtolearn.com/ryan/r_journey_to_watson/36 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/ Call for Code: Introducing DroneAid, Puerto Rico - DRONES post disaster https://www.youtube.com/watch?v=9fRcis-5Zuc 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 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 - http://ibm.co/2dLwa1y https://techcrunch.com/2016/06/29/ibm-drone/source code - https://github.com/IBM-Bluemix/skylink Drones performing unmanned inspections: http://bit.ly/2fCpgt9 Hail damage classification with Watson - https://youtu.be/VrZMQZSB_UE?t=1h8m6s Similarity search for retail: http://bit.ly/1sKkaRm Visual Recognition for videos: https://github.com/IBM-Bluemix/openwhisk-darkvisionapp iTrend case study - http://ecc.ibm.com/case-study/us-en/ECCF-ASC12419USEN US Open - https://www.ibm.com/blogs/bluemix/2016/09/us-open-2016-bluemix-delivering-cognitive/ Pokemon Go - https://www.ibm.com/blogs/internet-of-things/pokemon-go-watson/ Seafood Fraud (U.S. State Dept hackathon winner) - https://devpost.com/software/dory Under Armour + IBM Watson - http://ibm.co/2jqOBKE YNAP Video (Retail): https://ibm.ent.box.com/s/kocj7yor2aol9g4ny6obdola0lio7m2f Tile Localization technique / code: https://github.com/IBM-Bluemix/Visual-Recognition-Tile-Localization

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: https://developer.ibm.com/dwblog/2017/command-line-tools-watson-visual-recognition/ Best practices for custom classifiers - http://ibm.co/2ehdy7P Guidelines for good training - http://ibm.co/2cpFS7i

Andrew Trice demonstrates a solution for insurance adjustment utilizing drones and built on IBM Bluemix. Build cognitive solutions https://www.youtube.com/watch?v=ITE-TCtDlBM&feature=youtu.be

Digital Twins and Asset Management

IBM Watson & Digital Twins - Holistic Asset Management https://www.linkedin.com/pulse/digital-twins-threads-holistic-asset-management-ryan-anderson Designing Better Machines - PPT Deck from Sky on Cognitive Digital Twin https://www.slideshare.net/IBMIoT/hannover-messe-evolution-of-a-cognitive-digital-twin 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) 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/ Building a Digital Twin using Watson IoT Platform https://developer.ibm.com/iotplatform/2017/05/01/building-digital-twin-using-watson-iot-platform/ IOT & Digital Twin - Industry 4.0 https://www.enterpriseirregulars.com/113624/ibm-watson-iot-digital-twin-industry-4-0/ Digital Twin: Bridging the physical-digital divide https://www.ibm.com/internet-of-things/resources/digital-twin/digital-convergence/ Immersive Insights and International Space Station (Watson Verbal Interface) https://www.youtube.com/watch?v=6WRNqdOMXmc https://vimeo.com/216672088 Blogs https://www.ibm.com/blogs/internet-of-things/category/iot-digital-twin/ 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 OM blog: https://ibm.biz/BdingD Research blog: https://ibm.biz/Bdin8k Demo: https://visual-recognition-demo.mybluemix.net/ Documentation: https://ibm.biz/Bdin86 Tooling: http://visual-recognition-tooling.mybluemix.net/

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

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

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

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

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

9. 100 IBM Watson Videos - http://meta-guide.com/videography/100-best-ibm-watson-videos

Spark

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