Developers Guide to AI
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Artificial Intelligence (AI) is driving innovative solutions across all industries, but with machine learning (ML) applying a paradigm change to how we approach building products, we are all exploring how to expand our skill sets and enhance our applications.
In this session we won’t be able to teach you how to become a data scientist. But in this on demand session you can spend 3 hours, showing you how to build on your current developer skills to integrate AI services into your business applications and also set you up on your journey to become certified in AI Fundamentals.
During the session we will show you interesting technology through the lens of real business scenarios and to do that we would like to introduce you to Tailwind Traders. Tailwind Traders is a retail company looking for support on how to benefit from applying AI across their business. In ‘Developers Guide to AI’ we will show how Tailwind Traders have solved business challenges and implemented AI technologies.
In this online learning series and associated Microsoft Learn learning paths you will see a wide range of examples: dealing with different types of data (text, audio, image, unstructured), sharing best practices around unstructured search and conversational AI or taking your next step in learning more about machine learning theory with low code solutions.
Session Content
| Introduction | Introduction to the show and what we want people to achieve. |
| Introducing Computer Vision for Automation in Changing Times | Cognitive Services: Computer Vision |
| Interview: Willem Mentis (Global AI Community, AI MVP) | Working with Computer Vision technologies in the real world |
| Extracting Value from Text and Audio to Inform Business Strategy | Cognitive Services: Text and Speech |
| Interview: James Mann (UK) AI MVP | Working with Text data and extracting insights |
| Making Sense of your Unstructured Data with AI | Azure Cognitive Search |
| Interview: Kokila Katyal (BP) / Adelina Balasa (Microsoft) | Unstructured search in the real world |
| Improve Customer Engagement and Productivity with Conversational AI | Microsoft Bot Framework Composer + LUIS + QNA Maker |
| Interview: Product Group – Senior PM Microsoft Bot Composer Team Gary Pretty | Conversational AI, Bot Framework, and the future of this space |
| Start Building Machine Learning Models Faster than You Think | Azure Machine Learning Designer |
| Interview: Marta Rodriguez Martinez lead data science coach at WhiteHat | Getting started on your data science journey. |
| Q&A / Summary Session | All guests back on for live Q&A |
| Close | More details on MS Learn and Certification |
On Demand Session
Resources & Links from the session.
- AI Fundamentals certification page
- Microsoft Computer vision
- Microsoft Text and Speech
- Microsoft Cognitive search
- Microsoft Conversational AI
- Azure Machine Learning designer
- Build a Custom Vision model in 10 mins
- Interested in using Computer Vision with Virtual Reality? Sample code on github
- Microsoft Azure Forms Recogniser
- Azure Cognitive Services Power Skills Github repository
- Microsoft Bot Framework Composer Docs
- Microsoft Machine Learning Algorithm Cheat Sheet
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