Applied AI Community
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WE are a community of Builders. This presentation shares who we are, what we do, and how you can get involved.
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Applied AI Community
- 1. @NoelleSilver_ or Visit http://noelle.ai Noelle Silver Founder AI Leadership Institute and LOVEfluencers Managing Editor of AI Leadership Journal Alexa Skill Developer & Voice/AI Influencer Getting Started in Applied AI
- 3. “What is success? To laugh often and much; to win the respect of intelligent people and the affection of children; to earn the appreciation of honest critics and endure the betrayal of false friends; to appreciate the beauty; to find the best in others; to leave the world a bit better, whether by a healthy child, a garden patch Or a redeemed social condition; to know even one life has breathed easier because you have lived. This is to have succeeded!” ― Bessie Andersen Stanley And… Ralph Waldo Emerson
- 4. You have more power at your fingertips than ever before.
- 5. Use AI to change the world that you see
- 6. We are a community of builders.
- 7. We believe in Diversity of Thought.
- 8. We believe in Ethics and the Responsible Use of Technology and AI
- 9. We believe in Learn by Doing
- 10. Applied AI Models Infuse your apps, websites, and bots with human-like intelligence Speech Language Knowledge SearchVision Speech to text (Speech Transcription) Speaker ID and authentication Customized speech Transcription (complex word, noisy environment) Real-time speech translation Spell checking Contextual language understanding – customized intent analysis Sentiment analysis, key phrase detection text translation up to 60+ languages Customized decision making with reinforcement learning Q&A service and bot training Automatic search suggestions Comprehensive news, image, and video results Entity information augmentation Tailored and customized search experiences Image Tagging, Thumbnails OCR, Handwriting recognition Customized image recognition Face detection Video insights - people detection, visual search, keyframe detection, object recognition Image and video moderation Text Moderation Emotion recognition Text to speech
- 11. Let’s take a look… Browser Testing Github
- 12. Advocacy Learn to document your Journey
- 13. What Impact Can You Have? ● Not a Dev Yet? No-Code Alexa Skill Development ○ http://blueprints.amazon ● Clone the Intelligent Kiosk ○ https://github.com/microsoft/Cognitive-Samples-IntelligentKiosk ● Do the Applied AI Labs ○ https://github.com/Azure/LearnAI-Bootcamp Tell Your Story #AIforDevs
- 14. What is Success?
- 16. Your Ideas Matter. Join Us!
- 18. Cognitive Services Infuse your apps, websites, and bots with human-like intelligence Speech Language Knowledge SearchVision Speech to text (Speech Transcription) Speaker ID and authentication Customized speech Transcription (complex word, noisy environment) Real-time speech translation Spell checking Contextual language understanding – customized intent analysis Sentiment analysis, key phrase detection text translation up to 60+ languages Customized decision making with reinforcement learning Q&A service and bot training Automatic search suggestions Comprehensive news, image, and video results Entity information augmentation Tailored and customized search experiences Image Tagging, Thumbnails OCR, Handwriting recognition Customized image recognition Face detection Video insights - people detection, visual search, keyframe detection, object recognition Image and video moderation Labs Entity Identification and Linking Academic Content Index and search Knowledge Content inde and search Augmented entity information Tailored search experiencesText Moderation Emotion recognition Text to speech
- 19. WHERE DO WE START? The Evolution of a Skill Traffic Skill Example Give an estimated time of arrival from home to work. Traffic Skill Example Include accidents, construction and closures on route. Traffic Skill Example Proactively alert user to delays and provide alternate routes. RUN Evolve Over Time CRAWL What’s Your Core Functionality? ANALYZE USER FEEDBACK & OPTIMIZE SKILL WALK Expand Capabilities & Features INNOVATE FOR CUSTOMERS
Editor's Notes
- We have been working over the last year to transform our Cognitive Services into enterprise-grade solutions that can solve our leading customers’ and partners’ business and IT challenges. And that’s exactly the evolution we would like to share with you today. Cognitive Services are intelligent, business-ready, and easy to deploy services that can be customized for your specific business scenario. The APIs can be combined, like building blocks, to infuse your business with AI, and rapidly accelerate time to market. We are going to demonstrate how you can get started today, using our advanced artificial intelligence technology to solve the complex, real-world business and IT challenges many of you face. With Microsoft Cognitive Services, you can build the way you want to build and customize AI for your business.
- We have been working over the last year to transform our Cognitive Services into enterprise-grade solutions that can solve our leading customers’ and partners’ business and IT challenges. And that’s exactly the evolution we would like to share with you today. Cognitive Services are intelligent, business-ready, and easy to deploy services that can be customized for your specific business scenario. The APIs can be combined, like building blocks, to infuse your business with AI, and rapidly accelerate time to market. We are going to demonstrate how you can get started today, using our advanced artificial intelligence technology to solve the complex, real-world business and IT challenges many of you face. With Microsoft Cognitive Services, you can build the way you want to build and customize AI for your business.
- We have been working over the last year to transform our Cognitive Services into enterprise-grade solutions that can solve our leading customers’ and partners’ business and IT challenges. And that’s exactly the evolution we would like to share with you today. Cognitive Services are intelligent, business-ready, and easy to deploy services that can be customized for your specific business scenario. The APIs can be combined, like building blocks, to infuse your business with AI, and rapidly accelerate time to market. We are going to demonstrate how you can get started today, using our advanced artificial intelligence technology to solve the complex, real-world business and IT challenges many of you face. With Microsoft Cognitive Services, you can build the way you want to build and customize AI for your business.
- We have been working over the last year to transform our Cognitive Services into enterprise-grade solutions that can solve our leading customers’ and partners’ business and IT challenges. And that’s exactly the evolution we would like to share with you today. Cognitive Services are intelligent, business-ready, and easy to deploy services that can be customized for your specific business scenario. The APIs can be combined, like building blocks, to infuse your business with AI, and rapidly accelerate time to market. We are going to demonstrate how you can get started today, using our advanced artificial intelligence technology to solve the complex, real-world business and IT challenges many of you face. With Microsoft Cognitive Services, you can build the way you want to build and customize AI for your business.
- We have been working over the last year to transform our Cognitive Services into enterprise-grade solutions that can solve our leading customers’ and partners’ business and IT challenges. And that’s exactly the evolution we would like to share with you today. Cognitive Services are intelligent, business-ready, and easy to deploy services that can be customized for your specific business scenario. The APIs can be combined, like building blocks, to infuse your business with AI, and rapidly accelerate time to market. We are going to demonstrate how you can get started today, using our advanced artificial intelligence technology to solve the complex, real-world business and IT challenges many of you face. With Microsoft Cognitive Services, you can build the way you want to build and customize AI for your business.
- We have been working over the last year to transform our Cognitive Services into enterprise-grade solutions that can solve our leading customers’ and partners’ business and IT challenges. And that’s exactly the evolution we would like to share with you today. Cognitive Services are intelligent, business-ready, and easy to deploy services that can be customized for your specific business scenario. The APIs can be combined, like building blocks, to infuse your business with AI, and rapidly accelerate time to market. We are going to demonstrate how you can get started today, using our advanced artificial intelligence technology to solve the complex, real-world business and IT challenges many of you face. With Microsoft Cognitive Services, you can build the way you want to build and customize AI for your business.
- Vision: Image-processing algorithms to smartly identify, caption and moderate your pictures Computer vision: Distill actionable information from images Content Moderator: Automatically moderate potentially offensive images, text and videos Customer Vision Service: Train a web service to recognize specific content in images Face: Identify human faces and emotions in images Video indexer: Easily extract insights from your videos to enrich your applications Speech: Convert spoken audio into text, use voice for verification, or add speaker recognition to your app Bing Speech: Convert speech to text and text to speech Speaker Recognition: Use speech to identify and authenticate individual speakers Custom Speech Service: Overcome speech recognition barriers like speaking style, background noise, and vocabulary Translator Speech: Easily conduct real-time speech translation on your app Language: Enable your apps to process natural language with pre-built scripts, evaluate sentiment and learn how to recognize what users want Bing Spell Check: Add spell checking functionality to your app Language Understanding (LUIS): Add language understanding intelligence to your apps with minimal effort Linguistic Analysis: Easily parse complex text with language analysis Text Analytics: Easily evaluate sentiment, language, and key phrases to understand what users want Translator Text: Easily conduct machine translation for 60+ languages Knowledge: Map complex information and data in order to solve tasks such as intelligent recommendations and semantic search Knowledge Exploration Service: Enable interactive search experiences over structured data via natural language inputs Entity Linking Service: Power your app's data links with named entity recognition and disambiguation Academic Knowledge: Tap into the wealth of academic content in the Microsoft Academic Graph using the Academic Knowledge API QnA Maker: Distill information into an easy-to-navigate FAQ for bot services Customer Decision Service: Create custom experiences with adaptive, contextual decision-making Search: Add Bing Search APIs to your apps and harness the ability to comb billions of webpages, images, videos, and news with a single API call Bing Autosuggest: Give your app intelligent autosuggest options for searches Bing News Search: Search for news and get comprehensive results Bing Web Search: Get enhanced search details from billions of web documents Bing Entity Search: Enrich your experiences by identifying and augmenting entity information from the web Bing Image Search: Search for images and get comprehensive results Bing Video Search: Search for videos and get comprehensive results Bing Custom Search: Create tailored site search or vertical search experiences for topics you care about Labs: Cognitive Services Labs are early preview limited availability leading innovation APIs and SDKs that allow developers to start experimenting with Microsoft’s latest and greatest Cognitive Services. Project Prague: SDK to incorporate gesture-based controls into your apps. Quickly define and implement customized hand gestures, creating a more natural user experience. Limited private preview availability at launch. Project Cuzco: API to help developers find events associated with Wikipedia entities. Begin with a Wikipedia entity, and receive a list of related events organized by time. Project Johannesburg: API to calculate route logistics for with deeper location intelligence to account for specific enterprise requirements. IE: weight, height length, hazardous materials, etc. Project Nanjing: API to calculate isochrones - time and distance-based recommendations for enterprise route optimization. Project Abu Dhabi: API to create distance matrices, enabling you to calculate a histogram of travel times, and serve as stepping stone for enterprise route optimization. Project Wollongong: API to help ‘score’ the attractiveness of a location, based on how many of a particular amenity are within a specific distance. Ex: restaurants, parks, transit stops. With Cognitive Services, developers can easily add intelligent features – such as emotion and sentiment detection, vision and speech recognition, knowledge, search and language understanding – into their applications. The collection will continuously improve, adding new APIs and updating existing ones. Cognitive Services includes: <click> Vision: From faces to feelings, allow apps to understand images and video <click> Speech: Hear and speak to users by filtering noise, identifying speakers, and understanding intent <click> Language: Process text and learn how to recognize what users want <click> Knowledge: Tap into rich knowledge amassed from the web, academia, or your own data <click> Search: Access billions of web pages, images, videos, and news with the power of Bing APIs Why choose these APIs? They work, and it’s easy. <click> Easy: The APIs are easy to implement because of the simple REST calls. There’s a common way to implement, and you can get started with all of them for free simply by going to one place, one website, www.microsoft.com/cognitive. Flexible: We’ve got a breadth of intelligence and knowledge APIs so developers will be able to find what intelligence feature they need. And, importantly, they all work on whatever language, framework, or platform developers choose. So, developers can integrate into their apps—iOS, Android, Windows—using their own tools they know and love. Tested: Tap into an ever-growing collection of powerful AI algorithms developed by experts. Developers can trust the quality and expertise build into each API by experts in their field from Microsoft’s Research organization, Bing, and Azure machine learning and these capabilities are used across many Microsoft first party products such as Cortana, Bing and Skype. Transition: When it comes to real-world applications for Cognitive Services, the sky is the limit! Let’s look at some examples. <click>
- We have been working over the last year to transform our Cognitive Services into enterprise-grade solutions that can solve our leading customers’ and partners’ business and IT challenges. And that’s exactly the evolution we would like to share with you today. Cognitive Services are intelligent, business-ready, and easy to deploy services that can be customized for your specific business scenario. The APIs can be combined, like building blocks, to infuse your business with AI, and rapidly accelerate time to market. We are going to demonstrate how you can get started today, using our advanced artificial intelligence technology to solve the complex, real-world business and IT challenges many of you face. With Microsoft Cognitive Services, you can build the way you want to build and customize AI for your business.
- We have been working over the last year to transform our Cognitive Services into enterprise-grade solutions that can solve our leading customers’ and partners’ business and IT challenges. And that’s exactly the evolution we would like to share with you today. Cognitive Services are intelligent, business-ready, and easy to deploy services that can be customized for your specific business scenario. The APIs can be combined, like building blocks, to infuse your business with AI, and rapidly accelerate time to market. We are going to demonstrate how you can get started today, using our advanced artificial intelligence technology to solve the complex, real-world business and IT challenges many of you face. With Microsoft Cognitive Services, you can build the way you want to build and customize AI for your business.
- We have been working over the last year to transform our Cognitive Services into enterprise-grade solutions that can solve our leading customers’ and partners’ business and IT challenges. And that’s exactly the evolution we would like to share with you today. Cognitive Services are intelligent, business-ready, and easy to deploy services that can be customized for your specific business scenario. The APIs can be combined, like building blocks, to infuse your business with AI, and rapidly accelerate time to market. We are going to demonstrate how you can get started today, using our advanced artificial intelligence technology to solve the complex, real-world business and IT challenges many of you face. With Microsoft Cognitive Services, you can build the way you want to build and customize AI for your business.
- Alexa’s genesis was born through Jeff and Amazon’s leadership team dreaming of ways to make life easier… discussing how consumers will connect with the everyday tasks of life, w/ or w/o a device… at little or no cost to the customer. Similar to the way computing changed how customers gathered information and connected with customers across the world; or the way cloud computing changed how we manage our data – we believe voice technology will change the way consumers interact with your product. You can imagine a world where we are making dinner reservations while driving to a restaurant, asking for the best wine pairings when driving to the store, or controlling the news through voice while driving into work. The kitchen is where a lot of Echos live today; customers are asking for recipe ideas, controlling their entertainment (w/ music and podcasts), setting timers, etc. all in a hands-free way. Of course the connected home is already a huge industry; and customers can set alarms, control their lighting, heat and garage door openers w/out having to open up their laptop or find their phones. We feel confident that those visions already are, or are ever closer to being a reality because of voice technology. As you can tell we believe voice is a huge part of the future and think its pertinent for you to be thinking about how your product will connect with customers through voice right now.
- Vision: Image-processing algorithms to smartly identify, caption and moderate your pictures Computer vision: Distill actionable information from images Content Moderator: Automatically moderate potentially offensive images, text and videos Customer Vision Service: Train a web service to recognize specific content in images Face: Identify human faces and emotions in images Video indexer: Easily extract insights from your videos to enrich your applications Speech: Convert spoken audio into text, use voice for verification, or add speaker recognition to your app Bing Speech: Convert speech to text and text to speech Speaker Recognition: Use speech to identify and authenticate individual speakers Custom Speech Service: Overcome speech recognition barriers like speaking style, background noise, and vocabulary Translator Speech: Easily conduct real-time speech translation on your app Language: Enable your apps to process natural language with pre-built scripts, evaluate sentiment and learn how to recognize what users want Bing Spell Check: Add spell checking functionality to your app Language Understanding (LUIS): Add language understanding intelligence to your apps with minimal effort Linguistic Analysis: Easily parse complex text with language analysis Text Analytics: Easily evaluate sentiment, language, and key phrases to understand what users want Translator Text: Easily conduct machine translation for 60+ languages Knowledge: Map complex information and data in order to solve tasks such as intelligent recommendations and semantic search Knowledge Exploration Service: Enable interactive search experiences over structured data via natural language inputs Entity Linking Service: Power your app's data links with named entity recognition and disambiguation Academic Knowledge: Tap into the wealth of academic content in the Microsoft Academic Graph using the Academic Knowledge API QnA Maker: Distill information into an easy-to-navigate FAQ for bot services Customer Decision Service: Create custom experiences with adaptive, contextual decision-making Search: Add Bing Search APIs to your apps and harness the ability to comb billions of webpages, images, videos, and news with a single API call Bing Autosuggest: Give your app intelligent autosuggest options for searches Bing News Search: Search for news and get comprehensive results Bing Web Search: Get enhanced search details from billions of web documents Bing Entity Search: Enrich your experiences by identifying and augmenting entity information from the web Bing Image Search: Search for images and get comprehensive results Bing Video Search: Search for videos and get comprehensive results Bing Custom Search: Create tailored site search or vertical search experiences for topics you care about Labs: Cognitive Services Labs are early preview limited availability leading innovation APIs and SDKs that allow developers to start experimenting with Microsoft’s latest and greatest Cognitive Services. Project Prague: SDK to incorporate gesture-based controls into your apps. Quickly define and implement customized hand gestures, creating a more natural user experience. Limited private preview availability at launch. Project Cuzco: API to help developers find events associated with Wikipedia entities. Begin with a Wikipedia entity, and receive a list of related events organized by time. Project Johannesburg: API to calculate route logistics for with deeper location intelligence to account for specific enterprise requirements. IE: weight, height length, hazardous materials, etc. Project Nanjing: API to calculate isochrones - time and distance-based recommendations for enterprise route optimization. Project Abu Dhabi: API to create distance matrices, enabling you to calculate a histogram of travel times, and serve as stepping stone for enterprise route optimization. Project Wollongong: API to help ‘score’ the attractiveness of a location, based on how many of a particular amenity are within a specific distance. Ex: restaurants, parks, transit stops. With Cognitive Services, developers can easily add intelligent features – such as emotion and sentiment detection, vision and speech recognition, knowledge, search and language understanding – into their applications. The collection will continuously improve, adding new APIs and updating existing ones. Cognitive Services includes: <click> Vision: From faces to feelings, allow apps to understand images and video <click> Speech: Hear and speak to users by filtering noise, identifying speakers, and understanding intent <click> Language: Process text and learn how to recognize what users want <click> Knowledge: Tap into rich knowledge amassed from the web, academia, or your own data <click> Search: Access billions of web pages, images, videos, and news with the power of Bing APIs Why choose these APIs? They work, and it’s easy. <click> Easy: The APIs are easy to implement because of the simple REST calls. There’s a common way to implement, and you can get started with all of them for free simply by going to one place, one website, www.microsoft.com/cognitive. Flexible: We’ve got a breadth of intelligence and knowledge APIs so developers will be able to find what intelligence feature they need. And, importantly, they all work on whatever language, framework, or platform developers choose. So, developers can integrate into their apps—iOS, Android, Windows—using their own tools they know and love. Tested: Tap into an ever-growing collection of powerful AI algorithms developed by experts. Developers can trust the quality and expertise build into each API by experts in their field from Microsoft’s Research organization, Bing, and Azure machine learning and these capabilities are used across many Microsoft first party products such as Cortana, Bing and Skype. Transition: When it comes to real-world applications for Cognitive Services, the sky is the limit! Let’s look at some examples. <click>
- As we work with brands, we encourage them to familiarize themselves with the platform and think about building Skills and letting them evolve through a Crawl > Walk > Run Approach. Its important to start by thinking of the main functionality your product provides. How could that translate to a voice forward approach where a screen is not the main interaction. We are use to building for a screen, but what happens when that is not present? We should imagine that north star scenario where voice is as advanced as your web/mobile/tv experience; however its also important to do something simple that still provides a lot of utility and hits a home run in functionality from the start. Think of this approach as a versioned experience that allows you to get your foot in the door and the continue to build on top of that foundation. Crawl What is your MVP? What experience can you use as a gateway to establish a presence for your brand on the platform and to allow it to flourish. And what allows you to get there today — and be first to market? Walk Where can you take that MVP to add content and functionality that extend its capabilities and leverage even more of the platform’s features and, injecting even more power into the voice experience for your brand. Run Take the training wheels off....how can you push the platform and extend its gravity within your digital ecosystem? The possibilities are endless…
- Alexa’s genesis was born through Jeff and Amazon’s leadership team dreaming of ways to make life easier… discussing how consumers will connect with the everyday tasks of life, w/ or w/o a device… at little or no cost to the customer. Similar to the way computing changed how customers gathered information and connected with customers across the world; or the way cloud computing changed how we manage our data – we believe voice technology will change the way consumers interact with your product. You can imagine a world where we are making dinner reservations while driving to a restaurant, asking for the best wine pairings when driving to the store, or controlling the news through voice while driving into work. The kitchen is where a lot of Echos live today; customers are asking for recipe ideas, controlling their entertainment (w/ music and podcasts), setting timers, etc. all in a hands-free way. Of course the connected home is already a huge industry; and customers can set alarms, control their lighting, heat and garage door openers w/out having to open up their laptop or find their phones. We feel confident that those visions already are, or are ever closer to being a reality because of voice technology. As you can tell we believe voice is a huge part of the future and think its pertinent for you to be thinking about how your product will connect with customers through voice right now.