AI Show (Audio) - Channel 9
Technology Podcasts
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
Location:
United States
Genres:
Technology Podcasts
Description:
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
Twitter:
@ch9
Language:
English
Email:
ch9@microsoft.com
Episodes
AI Show | AI for Birds
11/12/2021
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...
Duration:00:13:17
AI Show | Oct 22 | Translator now supports 100+ languages and dialects | Episode 36
10/29/2021
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...
Duration:00:31:38
AI Show Live | Building computer vision models using AutoML for Images | Episode 35
10/22/2021
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
[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...
Duration:00:17:09
AI Show | High Level MLOps with Microsoft Data Scientists | Episode 33
10/8/2021
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...
Duration:00:33:59
AI Show | 2021 OpenCV AI Competition | Grand Prize Winners | Cortic Tigers | Episode 32
10/1/2021
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...
Duration:00:16:29
AI Show | Ramping up your custom NLP tasks with Verseagility | Episode 30
9/17/2021
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]...
Duration:00:22:09
AI Show | Automate Data Extraction from ID documents with Azure Form Recognizer | Episode 26
8/20/2021
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...
Duration:00:12:50
Prebuilt Docker Images for Inference in Azure Machine Learning | AI Show
7/30/2021
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...
Duration:00:10:06
Learn how to build bots with Azure Bot Service's comprehensive development experience
7/2/2021
On this episode from our #MSBuild recap, Gary Pretty is back to showcase the very latest in Azure Bot Service and demo how to build and deploy your bot in just a few steps!
Jump to:
[00:00] AI Show begins
[00:25] Seth welcomes Gary
[00:58] What's New with Azure Bot Service
[03:02] Get Started with Composer
[04:20] Authoring Conversational Experience
[07:00] Enhanced testing and debugging
[08:59] Extend your bot using package component
[09:20] Teams-based bots
[11:26] Bot...
Duration:00:20:39
Improving customer experiences with Speech to Text and Text to Speech
7/2/2021
In this episode of the AI Show, Edward Un is back and he's joined by Heiko Rahmel to talk about what's new in Speech to Text and Text to Speech. Landing the core scenarios for Speech service including speech transcription for call centers, text to speech for content creation, read-out functionality, and chatbots. Check it out!
Jump to:
[00:15] Seth welcomes Edward and Heiko
[01:15] Speech to Text - What's new
[02:30] Demo - Speech to Text
[06:45] Pronunciation Assessment
[09:35] Text...
Duration:00:26:37
Managed Endpoints
6/25/2021
On this episode from our #MSBuild recap, Sethu Raman is here to highlight how Managed Endpoints provides out-of-box capabilities to operationalize models. Sethu will demo how to deploy and score a GPU model: highlighting dev experience with CLI & local deployment and how to perform safe rollout: highlighting metrics, log analytics integration.
Jump to:
[00:16] AI Show welcomes welcomes Sethu
[00:38] How Managed Online Endpoints supports Azure Machine Learning
[02:20] Intro to Endpoint...
Duration:00:13:19
PyTorch Enterprise on Microsoft Azure
6/18/2021
On this week's episode, Alon Bochman is here to talk about the exciting collaboration between PyTorch and Microsoft, PyTorch Enterprise on Microsoft Azure, and all that it has to offer!
Jump to:
[00:15] Seth welcomes Alon
[01:04] What is PyTorch
[01:41] Microsoft and PyTorch collaboration
[02:57] What is PyTorch Enterprise on Microsoft Enterprise and what does it include?
[03:39] Support
[05:33] Testing
[08:02] Integration
[08:35] How to get involved
[09:32] Partner...
Duration:00:11:25
Translate documents at scale and preserve formatting with Azure Translator
6/18/2021
Check out this episode from our #MSBuild recap when Seth welcomed Krishna Doss back to the show to share the latest and greatest from Azure Translator, translating documents at scale and preserving formatting!
Jump to:
[00:17] Seth welcomes Krishna
[00:59] What's new in Azure Translator
[04:25] How it works
[05:26] Sample requests
[06:23] Source v. Translated docs
[06:45] Demo
[08:40] Developer experience
[09:33] Learn more
Learn more:
Document Translation user documentation...
Duration:00:10:50
What's new in Text Analytics for Health
6/11/2021
On this week's episode, Ashly Yeo will demo the exciting announcement made at #MSBuild about What's new in Text Analytics for Health!
Jump to:
[00:15] Seth welcomes Ashly
[01:02] #MSBuild announcements on Text Analytics for Health
[02:48] How to access Text Analytics for Health
[03:40] API Output visualization 05:38 Demo in Visual Studio Code
[08:54] Demo in Python SDK - see sample link below
Learn more:
How-to Text Analytics for health...
Duration:00:11:45
Reduce time to value with Azure Applied AI Services
6/4/2021
On this week's episode, Jeff Mendenhall is here to demo the exciting announcement made at #MSBuild - Reducing time to value with Azure Applied AI Services.
Jump to:
[00:00] AI Show begins
[00:16] Seth welcomes Jeff
[00:58] Why Azure Applied AI Services?
[03:01] From general purpose to scenario-specific
[04:34] Azure Video Analyzer
[06:05] Azure Metrics Advisor
[07:15] Who is using Azure Applied AI Services?
[08:34] Azure Applied AI Services in a nutshell
Learn more:
Azure Applied...
Duration:00:09:53
What’s new in Computer Vision OCR
5/21/2021
Computer Vision just updated its models with industry-leading models built by Microsoft Research. These models are tagging contents in an image with significantly more detail & accuracy, across more languages.
Jump to:
[00:16] Seth welcomes Sanjeev
[00:48] What is OCR?
[02:21] What's new to OCR? Multiple languages in same text line, handwritten and print, confidence thresholds and large documents!
[03:55] How Read operations works
[05:14] Demo - Read image as text
[07:05] Demo -...
Duration:00:22:35
New to Anomaly Detector: Multivariate Capabilities
5/7/2021
On this week's episode of the AI Show Live with Seth Juarez, Tony Xing joins the show to talk about the latest multivariate capabilities with Anomaly Detector. Stay tuned after the segment as Seth gets back to work on his Roshambo game.
Jump to:
[00:17] Seth welcomes Tony
[00:49] What is Anomaly Detector?
[01:30] New to Anomaly Detector: Multivariate detection
[02:55] Use case scenario visualization
[05:00] API Endpoints
[08:57] Submit the model training with a blob file
[13:44] How...
Duration:00:16:14
What's new in the world of conversational AI
4/23/2021
In this episode of the AI Show Seth, Gary Pretty and Vishesh Oberoi showcase how Azure Bot Service's new telephony channel and Bot Framework Composer's recent enhancements complement each other.
Jump to:
[00:00] Welcome
[01:01] What is Azure Bot Service?
[02:10] What's new in Azure Bot Service? Telephony Channel
[03:46] How Telephony Channel is used
[07:02] Telephony Channel Demo
[11:25] Where to go to learn more: https://aka.ms/AIShow/TelephonyDoc
[12:05] What is Bot Framework...
Duration:00:29:29
Run Azure Machine Learning anywhere
4/9/2021
Leveraging Kubernetes and Azure Arc to train ML Models across hybrid cloud. In this episode Seth talks with Saurya Das about this new Azure Machine Learning integration with Azure Arc – to enable Data Scientists to use existing kubernetes infrastructure on-premises or in multicloud to run machine learning.
Jump to:
[00:48] What is Machine Learning?
[01:28] Run Azure Machine Learning anywhere
[02:37] What is Azure Arc?
[03:24] Demo: Use on premises Azure Machine Learning clusters...
Duration:00:13:44
Extract information from your documents with new capabilities in Form Recognizer
3/29/2021
Documents contain invaluable information powering core business processes. Extracting information from these documents with minimum manual intervention helps bolster organizational efficiency and productivity. As more and more processes and workflows get automated, the need for new features to help extract text and structures increases. The new capabilities in Form Recognizer which were announced at Ignite support pre-built IDs, invoices and 73 new languages.
Jump to:
[01:00] What's new...
Duration:00:20:10