AI Show - Channel 9: Recent Episodes
Microsoft
The AI Show Live showcases the amazing work that happens with AI at Microsoft. Developers can learn something new in AI in a short amount of time and further be directed to assets that allow them to get started and on the road to success immediately. Tune in Fridays for livestream programming while Seth Juarez works on his current Machine Learning project and Aysegul Yonet works on her Cognitive Services project live on LearnTV also streamed on YouTube. See our full schedule at https://aka.ms/AIShow
On this very special episode of the AI Show, Seth is joined by high-school student, Saumya Soni who is here to showcase her creation, AI for Birds - a phone app that bird enthusiasts can use to predict the bird species name and learn more about the species. AI for Birds showcases Cognitive Services with Microsoft Custom Vision AI. Saumya is also the CEO of AI for Environment, a nonprofit on a mission to use technologies including AI, Internet of Things (IoT) and Business Intelligence to generate awareness of and solve global environmental challenges. Check it out!Jump to:[00:16] Seth welcomes Saumya Soni[01:20] Inspiration for AI for Environment[03:26] Demo - AI for Birds[06:10] How Saumya got started[08:36] Challenges training the model[10:00] How AI and IoT can enhance environmental sustainabilityLearn more:AI for Birds https://www.aiforbirds.com/AI for Environment https://aiforenvironment.org/Custom Vision Microsoft Azure https://aka.ms/AIShow/CustomVision Zero to Hero Machine Learning on Azure https://aka.ms/ZerotoHero/MLonAzureZero to Hero Azure AI https://aka.ms/ZerotoHero/AzureAIMachine Learning for Data Scientists https://aka.ms/AIShow/MLforDataScientistsPackt: Principles of Data Science https://aka.ms/AIShow/DataSciencePacktCreate a Free account (Azure) https://aka.ms/aishow-seth-azurefreeFollow Seth https://twitter.com/sethjuarezFollow AI for Environment https://aka.ms/LinkedIn/AIforEnvironment Don't miss new episodes, subscribe to the AI Show https://aka.ms/AIShowsubscribe AI Show Playlist https://aka.ms/AIShowPlaylistJoin us every other Friday, for an AI Show livestream on Learn TV and YouTube https://aka.ms/LearnTV - https://aka.ms/AIShowLive
Recorded LIVE on Friday, November 12th at 11AM pacific!
Sethu Raman is back to showcase what's new in Managed Online Endpoints from AzureML! Sethu will demo exciting new features including 0 to 100k requests, hands-free safe rollout: CICD pipelines, Autoscaling and VS Code interactive debugging!
Jump to:
[03:53] On today's show
[07:46] Seth welcomes Sethu Raman
[10:45] Managed Online Endpoints
[11:11] New features in Managed Online Endpoints
- Autoscaling
- No code deployment
- Interactive debugging of models
[13:15] Demo of new features
[29:25] Q&A
[35:15] Rock, Paper, Scissors - where were we?
Learn more:
Get Started with online endpoints https://aka.ms/AIShow/OnlineEndpoints/GetStarted
Online endpoints blog https://aka.ms/AIShow/OnlineEndpoints/Blog
Safer rollout on GitHub https://github.com/rsethur/saferollout
Interested in Responsible AI?
Check out Put Responsible AI into Practice. Seth will be interviewing folks about this important topic on December 7th 9:30 -11 am PST at https://aka.ms/AzureResponsibleAI
Zero to Hero Machine Learning on Azure https://aka.ms/ZerotoHero/MLonAzure
Zero to Hero Azure AI
https://aka.ms/ZerotoHero/AzureAI
Machine Learning for Data Scientists https://aka.ms/AIShow/MLforDataScientists
Packt: Principles of Data Science https://aka.ms/AIShow/DataSciencePackt
Create a Free account (Azure) https://aka.ms/aishow-seth-azurefree
Follow Seth https://twitter.com/sethjuarez
Follow Sethu https://twitter.com/Sethu20
Don't miss new episodes, subscribe to the AI Show https://aka.ms/AIShowsubscribe
AI Show Playlist https://aka.ms/AIShowPlaylist
Join us every other Friday, for an AI Show livestream on Learn TV and YouTube https://aka.ms/LearnTV - https://aka.ms/AIShowLive
Tune in LIVE Friday, November 5th at 11AM pacific on https://aka.ms/LearnTVTune in for a very special show featuring a recap of some of the most exciting announcements made at Ignite https://aka.ms/AIShow/Ignite. Ayşegül and Bea welcome Bozhong Lin to talk about Arc enabled ML; Hazem El-Hammamy to share the latest in Language services; and Chris Hoder to spotlight the latest in OpenAI!Jump to: [00:00] Intro to Arc-enabled ML for Inference on Azure with Bozhong Lin [01:42] Who uses Arc- enabled ML [02:43] Demo [17:03] Kubernetes online endpoints v. Azure managed online endpoints [19:27] Q&A [24:00] Welcome Hazem El-Hammamy [27:27] What's new with Language Service [28:10] What problems does Cognitive Service for Language address[29:09] Demo [43:15] Ignite announcements: [45:44] Q&A [50:39] Welcome Chris Hoder [53:09] New OpenAI Capabilities on Azure [54:00] What is OpenAI [56:52] Ignite announcement - OpenAI Service Preview [58:45] Demo [01:05:15] Using OpenAI responsibly [01:07:24] Q&A [01:13:15] Demo - GitHub copilot [01:25:19] Wrap up with Bea and AyşegülLearn more: Ignite Data & AI https://aka.ms/IgniteDataAIArc ML Doc https://aka.ms/ArcMLDocsArc ML Blog https://aka.ms/ArcMLBlogAML Kubernetes on GitHub https://github.com/Azure/AML-KubernetesOpenAI Service Preview https://aka.ms/OpenAIServicePreviewOpen AI Service Blog https://aka.ms/OpenAIServiceBlogZero to Hero Machine Learning on Azure https://aka.ms/ZeroToHeroMLZero to Hero Azure AI https://aka.ms/ZeroToHeroAzureAIMachine Learning for Data Scientists https://aka.ms/ZeroToHeroDataScientistPackt: Principles of Data Science https://aka.ms/PrinciplesOfDataScienceCreate a Free account (Azure) https://aka.ms/CognitiveServicesFreeFollow Ayşegül https://twitter.com/AysSomethingFollow Bea https://twitter.com/beastollnitzBea's blog https://bea.stollnitz.com/blogFollow Chris: https://aka.ms/ChrisHoder/LinkedInDon't miss new episodes, subscribe to the AI Show https://aka.ms/AIShowsubscribeAI Show Playlist https://aka.ms/AIShowPlaylistJoin us every other Friday, for an AI Show livestream on Learn TV and YouTube https://aka.ms/LearnTV - https://aka.ms/AIShowLive
Krishna Doss and Mohamed Elghazali join Ayşegül Yönet to showcase how to break language barriers with Custom Translator, now supporting 100+ languages and dialects! Jump to:[00:16] Introductions[01:00] What problems does Translator address[02:01] Languages and dialects[02:53] Translator Compliance & Data Residency[05:05] Translator Challenges-Domain specific terminology-Accuracy and fluency-Adaptation-Time & cost[07:17] Do I need to be an AI specialist to create custom translations?[10:21] Demo - Custom Translator[14:13] Examples of quality data[26:49] Demo - Custom Translator new portal[29:10] Learn moreLearn more:Ignite Data & AI https://aka.ms/IgniteDataAICustom Translation Blog https://aka.ms/CustomTranslationBlogCustom Translation Portal https://aka.ms/CustomTranslationPortalTranslator Docs https://aka.ms/AzureTranslatorDocsPython SDK Kit https://aka.ms/TranslationPythonSDK.NET SDK https://aka.ms/TranslatorDotNetSDKDocument Translation App Githubhttps://aka.ms/DocumentTranslationAppCodeZero to Hero Machine Learning on Azure https://aka.ms/ZeroToHeroMLZero to Hero Azure AI https://aka.ms/ZeroToHeroAzureAIMachine Learning for Data Scientistshttps://aka.ms/ZeroToHeroDataScientistPackt: Principles of Data Sciencehttps://aka.ms/PrinciplesOfDataScienceCreate a Free account (Azure) https://aka.ms/CognitiveServicesFreeFollow Ayşegül https://twitter.com/AysSomethingFollow Bea https://twitter.com/beastollnitzBea's blog https://bea.stollnitz.com/blogFollow Krishna https://twitter.com/Krishna_DossFollow Mohamedhttps://www.linkedin.com/in/mohamed-el-ghazali-6863737/Don't miss new episodes, subscribe to the AI Show https://aka.ms/AIShowsubscribeAI Show Playlist https://aka.ms/AIShowPlaylistJoin us every other Friday, for an AI Show livestream on Learn TV and YouTube https://aka.ms/LearnTV - https://aka.ms/AIShowLive
Recorded LIVE on Friday, October 29th for the AI Show: Live on https://aka.ms/LearnTV.
Join us for this episode of the AI Show where Cassie Breviu does another TAKEOVER. She will be bringing on guests to talk about the PyTorch profiler as well as educate us in the ways of the ONNX Runtime.
Learn more:
PyTorch Profiler Kineto https://github.com/pytorch/kineto
Zero to Hero Machine Learning on Azure
https://aka.ms/ZerotoHero/MLonAzure
Zero to Hero Azure AI
https://aka.ms/ZerotoHero/AzureAI
Machine Learning for Data Scientists
https://aka.ms/AIShow/MLforDataScientists
Packt: Principles of Data Science
https://aka.ms/AIShow/DataSciencePackt
Create a Free account (Azure) https://aka.ms/aishow-seth-azurefree
Follow Seth https://twitter.com/sethjuarez
Follow Cassie https://twitter.com/CassieBreviu
Don't miss new episodes, subscribe to the AI Show https://aka.ms/AIShowsubscribe
AI Show Playlist https://aka.ms/AIShowPlaylist
Join us every other Friday, for an AI Show livestream on Learn TV and YouTube https://aka.ms/LearnTV - https://aka.ms/AIShowLive
On today's episode of the AI Show, Seth welcomes Swati Gharse who will show us how to build computer vision models using AutoML for Images!Jump to:[00:29] Welcome Swati[00:46] What kinds of problems Computer Vision solves* Multi-class image classification * Multi-label image classification * Object detection * Instance segmentation [02:15] Why is this so challenging?[03:18] AutoML feature capabilities[05:00] Supported algorithms and tunable hyperparameters[07:30] Demo: Training object detection model[08:33] Using default hyperparameter values for specified algorithm[11:46] Completed AutoML run[15:15] Custom Vision v. Computer Vision v. AutoML for Images[16:40] Learn moreLearn more: AutoML Images Blog https://aka.ms/AIShow/AutoMLImages/Blog Zero to Hero Machine Learning on Azure https://aka.ms/ZerotoHero/MLonAzure Zero to Hero Azure AI https://aka.ms/ZerotoHero/AzureAI Machine Learning for Data Scientists https://aka.ms/AIShow/MLforDataScientists
Packt: Principles of Data Science https://aka.ms/AIShow/DataSciencePackt Create a Free account (Azure) https://aka.ms/aishow-seth-azurefree Follow Seth https://twitter.com/sethjuarez Follow Swatihttps://www.linkedin.com/in/swati-gharse-3781a97/AI Show Playlist https://aka.ms/AIShowPlaylist Don't miss new episodes, subscribe to the AI Show https://aka.ms/AIShowsubscribe Join us every other Friday, for an AI Show livestream on Learn TV and YouTube https://aka.ms/LearnTV - https://aka.ms/AIShowLive
Recorded LIVE Friday, October 22nd at 11AM pacific on https://aka.ms/LearnTVOn this week's episode of the AI Show Live, Ayşegül Yönet and Bea Stollnizt welcome Krishna Doss and Mohamed El-Ghazali to showcase how to break language barriers with Custom Translator, now supporting 100+ languages and dialects!Learn more: Custom Translation Blog: https://aka.ms/CustomTranslationBlogCustom Translation Portal: https://aka.ms/CustomTranslationPortalTranslator Docs: https://aka.ms/AzureTranslatorDocsPython SDK Kit: https://aka.ms/TranslationPythonSDK.NET SDK: https://aka.ms/TranslatorDotNetSDKDocument Translation App Github: https://aka.ms/DocumentTranslationAppCodeLearn more: Zero to Hero Machine Learning on Azure https://aka.ms/ZeroToHeroMLZero to Hero Azure AI https://aka.ms/ZeroToHeroAzureAIMachine Learning for Data Scientists https://aka.ms/ZeroToHeroDataScientistPackt: Principles of Data Science https://aka.ms/PrinciplesOfDataScienceCreate a Free account (Azure) https://aka.ms/CognitiveServicesFreeFollow Ayşegül: https://twitter.com/AysSomethingFollow Bea: https://twitter.com/beastollnitzBea's blog: https://bea.stollnitz.com/blogFollow Krishna: https://twitter.com/Krishna_DossFollow Mohamed https://www.linkedin.com/in/mohamed-el-ghazali-6863737/Don't miss new episodes, subscribe to the AI Show https://aka.ms/AIShowsubscribeAI Show Playlist https://aka.ms/AIShowPlaylistJoin us every other Friday, for an AI Show livestream on Learn TV and YouTube https://aka.ms/LearnTV - https://aka.ms/AIShowLive
Recorded Friday, October 15th at 11am PST on Learn TV https://aka.ms/LearnTV
On today's episode of the AI Show, Seth welcomes Swati Gharse who will show us how to build computer vision models using AutoML for Images!
Jump to:
[03:32] Seth opens the show
[07:03] On today's show
[11:32] Welcome Swati
[14:20] Building computer vision models using AutoML for Images
[15:02] What kinds of problems does AutoML for Images address
-Multi-class image classification
-Multi-label image classification
-Object detection Instance segmentation
[17:29] How AutoML saves time for data scientists
[21:37] Demo - training an object detection model using AutoML
[31:15] Q&A
[42:00] AI Show Takeover by Cassie Breviu: Contribute to ONXRuntime (ORT) for Hacktoberfest
[52:30] What is OnnxRunTime
[55:04] Xamarin demo
[57:50] Sherlock Huang - Contribute to the ONNXRuntime for Hacktoberfest
[01:29:07] Changming Sun -Machine Learning based perf tuning
[01:47:26] Let's get to work! Rock, Paper, Scissors
Learn more:
AutoML Images Blog https://aka.ms/AIShow/AutoMLImages/Blog
Hacktoberfest https://hacktoberfest.digitalocean.com/
ONNXRuntime on GitHub https://github.com/microsoft/onnxruntime
Zero to Hero Machine Learning on Azure
https://aka.ms/ZerotoHero/MLonAzure
Zero to Hero Azure AI https://aka.ms/ZerotoHero/AzureAI
Machine Learning for Data Scientists
https://aka.ms/AIShow/MLforDataScientists
Packt: Principles of Data Science https://aka.ms/AIShow/DataSciencePackt
Create a Free account (Azure) https://aka.ms/aishow-seth-azurefree
Join the Roshambo Discussion: https://aka.ms/AIShow/RoshamboDiscussion
Follow along https://github.com/aiadvocates/roshambo
Follow Seth https://twitter.com/sethjuarez
AI Show Playlist https://aka.ms/AIShowPlaylist
Don't miss new episodes, subscribe to the AI Show https://aka.ms/AIShowsubscribe
Join us every other Friday, for an AI Show livestream on Learn TV and YouTube https://aka.ms/LearnTV - https://aka.ms/AIShowLive
On this episode of the AI Show, we're talking about MLOps. Seth welcomes Microsoft Data Scientist, Spyros Marketos, ML Engineer, Davide Fornelli and Data Engineer, Samarendra Panda. Together they make up an AI Taskforce and they'll give us a high-level intro into MLOps and share some of the surprises and lessons they've learned along the way!
Jump to:
[00:17] AI Show Intro
[00:34] Welcome and Introductions
[01:41] Use cases from the AI Taskforce
[02:47] Commonalities across projects
[03:50] Common challenges - from the Data Engineer perspective
[06:47] Common challenges - from the ML Engineer perspective
[08:46] Common challenges from the Data Science perspective
[10:48] What does success in MLOps look like?
[12:30] Surprising challenges working with customers and how to avoid them
[19:27] Review - what is ML Ops
[19:45] MLOps in Delivery mission
[21:57] MLOps principles
[27:52] Tips from the pros
Learn more:
Machine Learning for Data Scientists https://aka.ms/AIShow/MLforDataScientists
Pakt: Principles of Data Science https://aka.ms/AIShow/DataSciencePackt
Zero to Hero Machine Learning on Azure https://aka.ms/ZerotoHero/MLonAzure
Zero to Hero Azure AI https://aka.ms/ZerotoHero/AzureAI
Create a Free account (Azure) https://aka.ms/aishow-seth-azurefree
Follow Seth https://twitter.com/sethjuarez
Follow Spyros https://www.linkedin.com/in/smarketos/
Follow Davide https://www.linkedin.com/in/davidefornelli/
Follow Sam https://www.linkedin.com/in/samarendra-panda/
Don't miss new episodes, subscribe to the AI Show https://aka.ms/AIShowsubscribe
AI Show Playlist https://aka.ms/AIShowPlaylist
Join us every other Friday, for an AI Show livestream on Learn TV and YouTube https://aka.ms/LearnTV - https://aka.ms/AIShowLive
Recorded live on Friday, October 8th at 11 AM pacific
Deep learning gets all the hype these days! Not sure how to get started? Ayşegül Yönet and Bea Stollnitz will give you a gentle overview of the topic and show you code for a simple neural network.
Learn more:
MS Learn Keras tutorial https://aka.ms/LearnKeras
Bea's blog https://bea.stollnitz.com/blog/
Azure Cognitive Services https://aka.ms/DevRel/CognitiveServices
Join the discussion on Github https://aka.ms/AIPlayground-Discussion
Azure Cognitive DevRel latest links https://aka.ms/DevRel/CognitiveServices
Create free Azure Cognitive Services Account https://aka.ms/CognitiveServicesFree
AI Playground Github https://aka.ms/AIPlaygroundCode
Cognitive Services Docs https://aka.ms/CognitiveServicesDocs
Azure Cognitive Services Overview: https://aka.ms/CognitiveServicesOverview
Azure Cognitive Services face package https://aka.ms/CognitiveServicesFaceSDK
Follow us:
AI Show Live Playlist https://aka.ms/AIShowLive
Follow Ayşegül https://twitter.com/AysSomething
Follow Bea https://twitter.com/beastollnitz
Follow Seth https://twitter.com/sethjuarez
AI Show Playlist https://aka.ms/AIShowPlaylist
Don't miss new episodes, subscribe to the AI Show https://aka.ms/AIShowsubscribe
Join us every other Friday, for an AI Show livestream on Learn TV and YouTube https://aka.ms/LearnTV - https://aka.ms/AIShowLive
On this week's show, Seth welcomes grand prize winners of the 2021 OpenCV AI Competition. Satya Mallick from OpenCV is here with Ye Lu and Him Wai (Michael) Ng from Team Cortic Tigers, who will demo their award-winning project - Cortic Edge Platform (CEP) which aims to democratize AI for everyone!
Jump to:
[00:17] Welcome to the AI Show
[01:01] What is the OpenCV AI Competition
[03:15] 2021 Grand Prize Winner - Cortic Edge Platform (CEP) - allowing beginners and advanced programmers to start doing rapid AI prototyping
[05:21] CEP use cases
[10:01] Using Microsoft MakeCode to build CEP
[13:34] What's next from OpenCV AI
Learn more:
OpenCV AI Competition https://opencv.org/opencv-ai-competition-2021/
Cortic Technology GitHub repo https://github.com/cortictechnology/cep
Shop the OAK-D camera
https://shop.luxonis.com/products/1098obcenclosure
Kickstarter campaign https://www.opencv.org/kickstarter
Zero to Hero Machine Learning on Azure https://aka.ms/ZerotoHero/MLonAzure
Zero to Hero Azure AI https://aka.ms/ZerotoHero/AzureAI
Create a Free account (Azure) https://aka.ms/aishow-seth-azurefree
Follow Seth https://twitter.com/sethjuarez
Follow Satya https://twitter.com/LearnOpenCV
Follow Cortic Technology https://twitter.com/CorticTechnolo1
Follow Cortic Technology Group https://www.linkedin.com/company/cortic/
Don't miss new episodes, subscribe to the AI Show https://aka.ms/AIShowsubscribe
AI Show Playlist https://aka.ms/AIShowPlaylist
Join us every other Friday, for an AI Show livestream on Learn TV and YouTube https://aka.ms/LearnTV - https://aka.ms/AIShowLive
On this episode of the AI Show, Seth welcomes Microsoft Data Scientists, Spyros Marketos, Davide Fornelli and Samarendra Panda. They will give a high-level intro into MLOps and share some of the lessons they've learned working with customers along the way.
Jump to:
[03:41] Seth opens the show
[07:56] What we're doing today
[11:08] Welcome Spyros, Davide and Sam
[15:48] High-level MLOps with Microsoft Data Scientists
[58:00] Back to work on roshambo
Learn more:
Zero to Hero Machine Learning on Azure https://aka.ms/ZerotoHero/MLonAzure
Zero to Hero Azure AI https://aka.ms/ZerotoHero/AzureAI
Create a Free account (Azure) https://aka.ms/aishow-seth-azurefree
Join the Roshambo Discussion https://aka.ms/AIShow/RoshamboDiscussion
Follow along https://github.com/aiadvocates/roshambo
Follow Seth https://twitter.com/sethjuarez
Follow Spyros https://www.linkedin.com/in/smarketos/
Follow Davide https://www.linkedin.com/in/davidefornelli/
Follow Sam https://www.linkedin.com/in/samarendra-panda/
Don't miss new episodes, subscribe to the AI Show https://aka.ms/AIShowsubscribe
AI Show Playlist https://aka.ms/AIShowPlaylist
Join us every other Friday, for an AI Show livestream on Learn TV and YouTube https://aka.ms/LearnTV - https://aka.ms/AIShowLive
Recorded LIVE on Friday, September 24, 2021 11am-1pm PST
On this week's episode of the AI Show, Seth welcomes Satya Mallick from OpenCV and this year's Grand Prize Winners of the OpenCV AI Competition, Ye Lu and Him Wai (Michael) Ng who will demo their award-winning project - Cortic Edge Platform (CEP) which aims to democratize AI for everyone!
Jump to:
[02:26] AI Show with Seth Juarez
[08:23] Seth welcomes Satya, Ye and Michael
[11:57] Intro Team Cortic Tigers
[12:26] What is the OpenCV AI Competition
[14:46] 2021 Grand Prize Winner - Cortic Edge Platform (CEP)
[16:48] Demo: Use cases
[18:40] Training robot, Charlie
[26:09] Introducing OAK-D Lite
[27:56] Q&A
[30:34] Back to the Roshambo game
Learn more:
OpenCV AI Competition
https://opencv.org/opencv-ai-competition-2021/
Cortic Technology GitHub repo https://github.com/cortictechnology/cep
OAK-D camera
https://shop.luxonis.com/products/1098obcenclosure
Kickstarter campaign https://www.opencv.org/kickstarter
Join the Roshambo Discussion https://aka.ms/AIShow/RoshamboDiscussion
Follow along https://github.com/aiadvocates/roshambo
Zero to Hero Machine Learning on Azure https://aka.ms/ZerotoHero/MLonAzure
Zero to Hero Azure AI https://aka.ms/ZerotoHero/AzureAI
Create a Free account (Azure) https://aka.ms/aishow-seth-azurefree
Follow Seth https://twitter.com/sethjuarez
Follow Satya https://twitter.com/LearnOpenCV
Don't miss new episodes, subscribe to the AI Show https://aka.ms/AIShowsubscribe
AI Show Playlist https://aka.ms/AIShowPlaylist
Join us every other Friday, for an AI Show livestream on Learn TV and YouTube https://aka.ms/LearnTV - https://aka.ms/AIShowLive
Recorded live on September 10, 2021
On this episode of the AI Show, Timm Walz joins Seth to talk about how ramping up your custom NLP tasks with Verseagility will benefit your data science workflow. He'll show us how to use the toolkit in combination with Azure Machine Learning. Be sure to check it out!
Jump to:
[00:27] Welcome Timm Walz
[01:00] What is Verseagility
[02:40] What does Verseagility include
-standardized template for Infra as code
-scripts
-project conflicts
[04:25] Demo
[07:44] More about the data
[11:42] Machine Learning tech stack
[15:42] Learn more
[16:35] Example tickets
Learn more:
Github Microsoft Verseagility https://github.com/microsoft/verseagility
Verseagility Azure Websites https://verseagility.azurewebsites.net
Zero to Hero Machine Learning on Azure https://aka.ms/ZerotoHero/MLonAzure
Zero to Hero Azure AI https://aka.ms/ZerotoHero/AzureAI
Create a Free account (Azure) https://aka.ms/aishow-seth-azurefree
Follow Seth https://twitter.com/sethjuarez
Follow Timm https://twitter.com/nonstoptimm/
Don't miss new episodes, subscribe to the AI Show https://aka.ms/AIShowsubscribe
AI Show Playlist https://aka.ms/AIShowPlaylist
Join us every other Friday, for an AI Show livestream on Learn TV and YouTube https://aka.ms/LearnTV - https://aka.ms/AIShowLive
Live on Friday, September 17th at 11am PST on https://aka.ms/LearnTVI wanna Rock (Paper, Scissors) with Seth! Join Seth as he makes an intelligent online rock-paper-scissors game! Using machine learning, game players will be able to interact with the game just as they would when playing with others - by making the appropriate hand gestures! Jump to:[03:40] Seth starts the show[05:44] On today's show-Review-Pull our model-Integrate into client side w/React/Onnx runtime[09:15] Let's Get to Work Learn more:
Join the Roshambo Discussion: https://aka.ms/AIShow/RoshamboDiscussion
Follow along https://github.com/aiadvocates/roshambo
Zero to Hero Machine Learning on Azure https://aka.ms/ZerotoHero/MLonAzure
Zero to Hero Azure AI https://aka.ms/ZerotoHero/AzureAI
Create a Free account (Azure) https://aka.ms/aishow-seth-azurefree
Follow Seth https://twitter.com/sethjuarezAI Show Playlist https://aka.ms/AIShowPlaylistDon't miss new episodes, subscribe to the AI Show https://aka.ms/AIShowsubscribeJoin us every other Friday, for an AI Show livestream on Learn TV and YouTube https://aka.ms/LearnTV - https://aka.ms/AIShowLive
Recorded LIVE on Friday, September 10th at 11am PST on Learn TV!On this episode of the AI Show, Timm Walz joins Seth to talk about how ramping up your custom NLP tasks with Verseagility will benefit your data science workflow. He'll show us how to use the toolkit in combination with Azure Machine Learning. Be sure to check it out!Jump to:[02:25] Seth starts the show[04:32] On today's show[08:00] Seth welcomes Timm Walz[10:44] Ramping up your custom NLP tasks with Verseagility[11:32] What is Verseagility[13:11] What does the toolkit include[14:56] Demo:-Binary multi-class and multi-label classification-Named entity recognition-Question answering[26:16] Learn more[32:42] Q&A[39:42] Back to work on RoshamboLearn more:
Verseagility Azure Websites https://verseagility.azurewebsites.net
Join the Roshambo Discussion https://aka.ms/AIShow/RoshamboDiscussion
Follow along: https://github.com/aiadvocates/roshambo
Zero to Hero Machine Learning on Azure https://aka.ms/ZerotoHero/MLonAzure
Zero to Hero Azure AI https://aka.ms/ZerotoHero/AzureAI
Create a Free account (Azure) https://aka.ms/aishow-seth-azurefreeFollow Seth https://twitter.com/sethjuarez
Follow Timm on https://twitter.com/nonstoptimm/
Don't miss new episodes, subscribe to the AI Show https://aka.ms/AIShowsubscribe
AI Show Playlist https://aka.ms/AIShowPlaylist
Join us every other Friday, for an AI Show livestream on Learn TV and YouTube https://aka.ms/LearnTV - https://aka.ms/AIShowLive
I wanna 🤘 Rock (Paper, Scissors) with Seth! Join Seth as he makes an intelligent online rock-paper-scissors game! Using machine learning game players should be able to interact with the game just as they would when playing with others: by making the appropriate hand gestures.
Jump to:
[03:52] Welcome
[07:50] What to expect today
[13:10] Test/Review
[24:30] TorchVision models - expand experimentation
Follow along https://github.com/aiadvocates/roshambo
Join the Roshambo Discussion: https://aka.ms/AIShow/RoshamboDiscussion
Zero to Hero Machine Learning on Azure https://aka.ms/ZerotoHero/MLonAzure
Zero to Hero Azure AI https://aka.ms/ZerotoHero/AzureAI
MLFlow.PyTorch https://www.mlflow.org/docs/latest/python_api/mlflow.pytorch.html
Torchvision https://pytorch.org/vision/stable/index.html
Create a Free account (Azure) https://aka.ms/aishow-seth-azurefree
AI Show Playlist https://aka.ms/AIShowPlaylist
Follow Seth https://twitter.com/sethjuarez
Don't miss new episodes, subscribe to the AI Show https://aka.ms/AIShowsubscribe
Join us every other Friday, for an AI Show livestream on Learn TV and YouTube https://aka.ms/LearnTV - https://aka.ms/AIShowLive
On this episode of the AI Show, Seth welcomes back Lu Zhang! Lu will walk us through how to use the new prebuilt model in Azure Form Recognizer to extract key-value pairs from ID documents like passport and US driver's license, using the REST APIs, SDKs or low-code/no-code in AI Builder.
Jump to:
[00:17] Seth welcomes Lu Zhang
[00:29] What is Form Recognizer?
[01:17] What Form Recognizer does for ID documents?
[01:52] What is an ID Doc?
[02:53] How it works
[03:45] What is FOTT?
[04:40] Demo
[09:10] How to do this in a low code, no code way
[09:42] What is AI Builder?
[10:21] ID flow Demo
[11:47] Where to go to learn more
Learn more:
Azure Form Recognizer Get Started https://aka.ms/AIShow/FormRecognizer/Get-Started
Form Recognizer Client Library SDKs https://aka.ms/AIShow/FormRecognizer/ClientLibrarySDKs Form Recognizer API doc https://aka.ms/AIShow/FormRecognizerAPI/Doc
Prebuilt ID doc https://aka.ms/AIShow/PrebuiltID/Doc
Zero to Hero Machine Learning on Azure https://aka.ms/ZerotoHero/MLonAzure
Zero to Hero Azure AI https://aka.ms/ZerotoHero/AzureAI
Create a Free account (Azure) https://aka.ms/aishow-seth-azurefree
Follow Seth https://twitter.com/sethjuarez
Follow Lu Lu Zhang | LinkedIn
AI Show Playlist https://aka.ms/AIShowPlaylist
Don't miss new episodes, subscribe to the AI Show https://aka.ms/AIShowsubscribe
Join us every other Friday, for an AI Show livestream on Learn TV and YouTube https://aka.ms/LearnTV - https://aka.ms/AIShowLive
I wanna 🤘 Rock (Paper, Scissors) with Seth! Join Seth as he makes an intelligent online rock-paper-scissors game! Using machine learning game players should be able to interact with the game just as they would when playing with others: by making the appropriate hand gestures.
Jump to:
[03:05] Seth joins the livestream
[11:16] What are we working on today?
[17:00] Changes made to AI code
[22:30] Move AI Building to the Cloud - ML Ops
[01:19:36] How to run this in the Cloud
[01:47:25] Download the outputs
[01:51:07] Deploying the model
Follow along https://github.com/aiadvocates/roshambo
Join the Roshambo Discussion: https://aka.ms/AIShow/RoshamboDiscussion
Zero to Hero Machine Learning on Azure https://aka.ms/ZerotoHero/MLonAzure
Zero to Hero Azure AI https://aka.ms/ZerotoHero/AzureAI
Learn PyTorch fundamentals https://aka.ms/LearnPyTorch
Create a Free account (Azure) https://aka.ms/aishow-seth-azurefree
AI Show Playlist https://aka.ms/AIShowPlaylist
Follow Seth https://twitter.com/sethjuarez
Don't miss new episodes, subscribe to the AI Show https://aka.ms/AIShowsubscribe
Join us every other Friday, for an AI Show livestream on Learn TV and YouTube https://aka.ms/LearnTV - https://aka.ms/AIShowLive
Today Seth welcomes Lu Zhang back to the AI Show. Lu will walk us through how to use the new prebuilt model in Azure Form Recognizer to extract key-value pairs from ID documents like passport and US driver's license, using the REST APIs, SDKs or low-code/no-code in AI Builder. Stay tuned as we get back to working on the Roshambo game.
Jump to:
[03:55] Seth joins the show
[07:48] On today's show
[14:15] Automate Data Extraction from ID documents with Azure Form Recognizer
[14:39] What is Azure Form Recognizer?
[15:17] Form Recognizer Capabilities: Layout, Prebuilt(s) and Custom
[15:46] Challenges with ID documents
[16:51] Demo
[17:42] What is FOTT?
[18:47] Leveraging Python SDK and REST API to extract data from ID documents
[24:21] Demo low code, no code with AI Builder
[26:48] Q&A
[27:52] Back to work on building the intelligent online Roshambo game with AzureML
Learn more:
Azure Form Recognizer Get Started https://aka.ms/AIShow/FormRecognizer/Get-Started
Form Recognizer Client Library SDKs https://aka.ms/AIShow/FormRecognizer/ClientLibrarySDKs Form Recognizer API doc https://aka.ms/AIShow/FormRecognizerAPI/Doc
Prebuilt ID doc https://aka.ms/AIShow/PrebuiltID/Doc
Follow along https://github.com/aiadvocates/roshambo
Join the Roshambo Discussion: https://aka.ms/AIShow/RoshamboDiscussion
Zero to Hero Machine Learning on Azure https://aka.ms/ZerotoHero/MLonAzure
Zero to Hero Azure AI https://aka.ms/ZerotoHero/AzureAI
Create a Free account (Azure) https://aka.ms/aishow-seth-azurefree
Azure Machine Learning https://aka.ms/AIShow/AzureML
AI Show Playlist https://aka.ms/AIShowPlaylist
Follow Seth https://twitter.com/sethjuarez
Don't miss new episodes, subscribe to the AI Show https://aka.ms/AIShowsubscribe
Join us every other Friday, for an AI Show livestream on Learn TV and YouTube https://aka.ms/LearnTV - https://aka.ms/AIShowLive
Streamed live August 6, 2021 11AM pacific
Cassie Breviu and Bea Stollnitz are back for part two of the AI Show series, Azure Percept – AI IoT Edge Made Easy. They'll be playing with the Azure Percept DK which provides simple IoT edge hardware, model building solutions and deployment. It has three separate parts: Azure Percept DK (board), Azure Percept Vision (Camera) and Azure Percept Ear (microphone). From there we can use the Azure Percept Studio to create and deploy models (with and without code)! Be sure to tune in! Seth returns August 13th.
Learn more:
Configure a voice assistant app within Azure Percept Studio:
https://aka.ms/AzurePercept-SpeechAssist
Cognitive Services: https://aka.ms/CognitiveServicesDocs
PyTorch w/Audio tutorial: https://aka.ms/LearnPyTorch/Audio
Translator Docs: https://aka.ms/AzureTranslator
Documentation: https://aka.ms/AzurePrecept_AIShow
Custom Vision: https://aka.ms/CognitiveServicesVision
Tutorial: https://aka.ms/Classify-birds
Create a Free account (Azure) https://aka.ms/aishow-seth-azurefree
Zero to Hero Machine Learning on Azure https://aka.ms/ZerotoHero/MLonAzure
Zero to Hero Azure AI https://aka.ms/ZerotoHero/AzureAI
Azure Machine Learning https://aka.ms/AIShow/AzureML
Follow Cassie https://twitter.com/cassieview
Follow Bea https://twitter.com/beastollnitz
Follow Seth https://twitter.com/sethjuarez
AI Show Playlist https://aka.ms/AIShowPlaylist
Don't miss new episodes, subscribe to the AI Show https://aka.ms/AIShowsubscribe
Join us every Friday, for an AI Show livestream on Learn TV and YouTube https://aka.ms/LearnTV - https://aka.ms/AIShowLive
Join Seth as he welcomes Shivani Santosh Sambare to talk about Prebuilt Docker Images for Inference in Azure Machine Learning.
Jump to:
[00:17] Show begins
[00:29] Welcome Shivani
[00:38] What are the challenges working with ML environments?
[01:11] Solutions to ML challenges/environments = Prebuilt Docker Images for Inference
[02:12] How do I make this work with other specialized environments?
[04:10] Demo: Deploying PyTorch model using Azure ML
[04:30] Scoring script
[06:50] End demo & recap
[09:06] Learn more
Learn more:
Concept Prebuilt Docker Images: https://aka.ms/AIShow/PrebuiltDockerImages/AzureML/Doc Python Extensibility Solution: https://aka.ms/AIShow/PrebuiltDockerImages/PythonExtSolution Blog post: https://aka.ms/AIShow/PrebuiltDockerImages/TechComm/Blog
Zero to Hero Machine Learning on Azure https://aka.ms/ZerotoHero/MLonAzure
Zero to Hero Azure AI https://aka.ms/ZerotoHero/AzureAI
Create a Free account (Azure) https://aka.ms/aishow-seth-azurefree
Azure Machine Learning https://aka.ms/AIShow/AzureML
Follow Seth https://twitter.com/sethjuarez
AI Show Playlist https://aka.ms/AIShowPlaylist
Don't miss new episodes, subscribe to the AI Show https://aka.ms/AIShowsubscribe
This week we will be playing with the Azure Percept DK which provides simple IoT edge hardware, model building solutions and deployment. It has three separate parts: Azure Percept DK (board), Azure Percept Vision (Camera) and Azure Percept Ear (microphone). From there we can use the Azure Percept Studio to create and deploy models (with and without code)! Join us as we discover together what the Azure Percept can create.
Jump to:
[00:00] AI Show starts with Cassie
[00:55] Cassie welcomes second host Bea
[02:12] Azure Precept introduction
[03:13] Azure Precept documentation overview
[15:18] Demo of object detection model
[17:18] Demo of Bird classification model
[22:00] Start building your IoT solution
Learn more:
Documentation: https://aka.ms/AzurePrecept_AIShow
Custom Vision: https://aka.ms/CognitiveServicesVision
Tutorial: https://aka.ms/Classify-birds
AI Show Playlist https://aka.ms/AIShowPlaylist
Create a Free account (Azure) https://aka.ms/aishow-seth-azurefree
Get Started with Machine Learning https://aka.ms/AIShow/StartML
AI for Developers https://aka.ms/AIShow/AIforDevelopers
Follow Cassie https://twitter.com/cassieview
Follow Bea https://twitter.com/beastollnitz
Don't miss new episodes, subscribe to the AI Show https://aka.ms/AIShowsubscribe
Join us every Friday, for an AI Show livestream on Learn TV and YouTube https://aka.ms/LearnTV - https://aka.ms/AIShowLive
Join Seth as he welcomes Shivani Santosh Sambare to talk about Prebuilt Docker Images for Inference in Azure Machine Learning. Stay tuned as we get back to working on the Roshambo game.
Jump to:
[02:52] Show begins
[05:06] What are we working on today?
[09:00] Welcome Shivani
[12:50] Prebuilt Docker Images
[13:14] What are the challenges working in Azure ML?
[14:01] Solutions to Azure ML challenges = Prebuilt Docker Images for Inference
[16:44] Demo: Deploying PyTorch model using Azure ML
[21:20] Scoring script
[29:04] Return to Roshambo
[01:22:30] Cassie Breviu previews next week's livestream: Azure Percept – AI IoT Edge Made Easy
Learn more:
Concept Prebuilt Docker Images: https://aka.ms/AIShow/PrebuiltDockerImages/AzureML/Doc Python Extensibility Solution: https://aka.ms/AIShow/PrebuiltDockerImages/PythonExtSolution Blog post: https://aka.ms/AIShow/PrebuiltDockerImages/TechComm/Blog
Join the Roshambo Discussion https://aka.ms/AIShow/RoshamboDiscussion
Follow along https://github.com/aiadvocates/roshambo
Zero to Hero Machine Learning on Azure https://aka.ms/ZerotoHero/MLonAzure
Zero to Hero Azure AI https://aka.ms/ZerotoHero/AzureAI
Create a Free account (Azure) https://aka.ms/aishow-seth-azurefree
Get Started with Machine Learning https://aka.ms/AIShow/StartML
AI for Developers https://aka.ms/AIShow/AIforDevelopers
Azure Machine Learning https://aka.ms/AIShow/AzureML
Follow Seth https://twitter.com/sethjuarez
Follow Cassie https://twitter.com/Cassieview
AI Show Playlist https://aka.ms/AIShowPlaylist
Don't miss new episodes, subscribe to the AI Show https://aka.ms/AIShowsubscribe
Join us every other Friday, for an AI Show livestream on Learn TV and YouTube https://aka.ms/LearnTV - https://aka.ms/AIShowLive
A highlight reel of the 2020-2021 AI Shows with Seth Juarez & special guests Anders Hejlsberg, Kaitlin McKinnon and Burke Holland. Seth returns live on July 23!
Join the Roshambo Discussion: https://aka.ms/AIShow/RoshamboDiscussionFollow along https://github.com/aiadvocates/roshamboZero to Hero Machine Learning on Azure https://aka.ms/ZerotoHero/MLonAzureZero to Hero Azure AI https://aka.ms/ZerotoHero/AzureAICreate a Free account (Azure) https://aka.ms/aishow-seth-azurefreeGet Started with Machine Learning https://aka.ms/AIShow/StartMLAI for Developers https://aka.ms/AIShow/AIforDevelopersAzure Machine Learning https://aka.ms/AIShow/AzureMLFollow Seth https://twitter.com/sethjuarezFollow Anders https://twitter.com/ahejlsbergFollow Burke https://twitter.com/burkehollandAI Show Playlist https://aka.ms/AIShowPlaylistDon't miss new episodes, subscribe to the AI Show https://aka.ms/AIShowsubscribeJoin us every other Friday, for an AI Show livestream on Learn TV and YouTube https://aka.ms/LearnTV - https://aka.ms/AIShowLive