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]…

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…

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…

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…

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.…

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…

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…

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…

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…

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…

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…

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…

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 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…

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…

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…

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…

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…

Documents contain invaluable information powering core business processes. Extracting information from these documents with minimum manual intervention helps bolster organizational efficiency and…

Walkthrough of newly released PyTorch Learn the basics tutorial with PyTorch Developer Advocate Suraj Subramanian. Jump to: [00:38] What is PyTorch[01:09] Why is PyTorch a Good Library to Start…

The new semantic search capability in Azure Cognitive Search uses Bing AI models to help you find the most relevant information. This will be a discussion on how you can enable your enterprise and…

Error Analysis, a new Responsible AI open source toolkit, enables machine learning practitioners to identify model errors and diagnose the root causes behind these errors, helping to build…

Learn about the latest research breakthrough in Image captioning and latest updates in Azure Computer Vision 3.0 API. Image captioning service generates automatic captions for images, enabling…

In this episode of the AI Show, Seth, Edward and Sarah talk about a recently GA'd feature called Custom Neural Voice. Jump to: [04:05] About Traditional TTS and Neural TTS[05:20] Neural Voices…

We are introducing a new feature to our Translator Cognitive Service that will delight and excite developers! With this new feature, developers can intelligently translate documents (supporting a…

Machine learning is an important piece of any Analytics solution. The integration between Synapse and Azure ML promotes a seamless collaboration between data professionals in Synapse and ML…

Andreas Vrålstad chats with Seth Juarez about how we can use deep learning for audio. We'll explain how we can use sounds, convert them into images and build a classifier model to tag songs according…

In today's AI show, you will learn about the recently launched Opinion Mining and Async offerings of Text Analytics. In the first half, we will discuss how Opinion Mining (an extension of Sentiment…

Text Analytics for health is a preview feature of Text Analytics which enables developers to process and extract insights from unstructured clinical and biomedical text. Through a single API call,…

Being able to explain your own code a few months after you wrote it is hard. Imagine having to explain the decisions of some AI algorithm a few years after it run! However, it is relatively easy to…

The next version of QnA Maker advances several core capabilities like better relevance and precise answering, by introducing state-of-art deep learning technologies. In addition, it also simplifies…

In this episode we will talk about the Python community and the scientific Python ecosystem. So if you always wanted to know what is so great about Python for Machine learning and its community this…

PyTorch is one of the most popular open source machine learning framework that accelerates the path from research to production deployment. In this tutorial, Dmytro Dzhulgakov, core contributor for…

Learn the basics of PyTorch such as what it is, how to build and deploy a model, its strong community and more. Jump To: [01:15] What makes PyTorch different from other frameworks?[02:31] What is…

ONNX Runtime is a high-performance inferencing and training engine for machine learning models. This show focuses on ONNX Runtime for model inference. ONNX Runtime has been widely adopted by a variety…

Dictation in productivity apps such as Word empower people to conquer the blank page. Dictating is a fast and easy way to get your thoughts on the page during brainstorming, outlining, and authoring…

When you think of "deep learning" you might think of teams of PhDs with petabytes of data and racks of supercomputers. But it turns out that a year of coding, high school math, a free GPU…

We discuss reinforcement learning – an AI approach that is especially promising for training naturally behaving game characters with nuanced reactions to human players. Viewers learn about key…

In this video, you will see how you can use drag-and-drop Designer to build, test and deploy a production-ready image classification model with state-of-the-art algorithms. Jump To: [01:19] Demo…

In this video, you will see what Automated Machine Learning is and how you can use it to solve machine learning problems. We also go through a demo to solve a banking problem starting from a dataset…

We're introducing to you the preview of Metrics Advisor, a new Cognitive Service, an AI analytics service that proactively monitors metrics and diagnoses issues. Learn More: Metrics Advisor &…

Computer Vision is an Azure Cognitive Service which runs vision AI on images, and is a new feature of the Computer Vision service. It runs Vision AI on live and recorded video streams to understand…

Join Seth Juarez as he delves into ethical concerns with AI with Josh Lovejoy, who leads Design for Microsoft Ethics & Society within Cloud + AI, and Sarah Bird, who leads Responsible AI for…

Learn how Azure ML supports Open Source ML Frameworks and MLflow in AzureML. We'll walk through a ScikitLearn and Pytorch example to show the built in support for ML frameworks. We'll also go over how…

Andreas Müller chats with Seth Juarez about his journey, watch for a short overview of scikit-learn and introduce his new dabl project. Stay tuned till the end to find out what he thinks is next for…

Learn about the latest updates in Azure Form Recognizer, including the Form Recognizer v2.1 Preview! Form Recognizer is a Cognitive Service that lets you identify and extract text, key/value pairs,…

The Azure Cognitive Services Face service provides algorithms that detect, recognize, and analyze human faces in images. The ability to process human face information is important in many different…

We’ll talk about our latest progress on Text to Speech, and how you could use it to enable your apps to speak naturally. More Information: CS Text To SpeechText To Speech DocSpeech StudioCreate a…

Trove is a new marketplace from Microsoft connecting AI/ML developers who can crowdsource licensed, high-quality data (photos) for training their Computer Vision AI projects from photo takers. We talk…

Parallel run in Azure Machine Learning enables big data processing in distributed manner. In this episode, you will find out more about Azure Machine Learning dataset; how it can help manage your data…

ONNX Runtime inference engine is capable of executing ML models in different HW environments, taking advantage of the neural network acceleration capabilities. Microsoft and Xilinx worked together to…

Quality advances in Microsoft's translation service. Functions of the Translator REST API. Speech translation using the Speech SDK. Cross-language conversations on multiple devices. Jump To: [06:22]…

Learn more about the research that powers InterpretML from Explainable Boosting Machine creator, Rich Caurana from Microsoft Research Learn More: Azure Blog Responsible MLAzure ML The AI Show's…

Learn how we use differential privacy to protect users' data in Windows. Learn More: Azure Blog Responsible MLAzure ML The AI Show's Favorite links: Don't miss new episodes, subscribe to the AI Show …

Learn more about the differential privacy research that powers the new toolkit from Salil Vadhan, leader of the Privacy Tools Project at Harvard University Learn More: Azure Blog Responsible MLAzure…

Using data for machine learning and analytics can potentially expose private data. How can we leverage data while ensuring that private information remains private? In this session, we'll discuss how…

There are many ways that an AI system can behave unfairly. In this AI show, you will learn about Fairlearn, a community-driven open source machine learning fairness toolkit that empowers developers of…

Bot Framework Composer is an open source, integrated bot development environment available as a cross platform application on GitHub. Bot Framework Composer provides a one stop shop environment that…

Learn more about the research that powers InterpretML from LIME creator, Marco Ribeiro from Microsoft Research. Learn More: Azure Blog Responsible MLAzure ML The AI Show's Favorite links: Don't miss…

Learn more about the research that powers InterpretML from SHAP creator, Scott Lundberg from Microsoft Research Learn More: Azure Blog Responsible MLAzure ML The AI Show's Favorite links: Don't miss…

With the recent popularity of machine learning algorithms such as neural networks and ensemble methods, etc., machine learning models become more like a 'black box', harder to understand and…

LUIS enables developers to quickly create enterprise-ready, conversational applications that communicate with a user in natural language. We'll introduce you to the improvements in the LUIS portal and…

Seth and I discussed confidential computing for AI, including how hardware trusted execution environments work, and how we can surface those guarantees for both inference and training.Learn More: …

Microsoft uniquely empowers both business users and developers to collaborate seamlessly in building conversational AI solutions. In this session, learn how Power Virtual Agents can help expedite bot…

The Bot Framework Composer is an integrated development environment that developers and multi-disciplinary teams can use to build bots. Within Composer, you'll find everything you need to build a…

Many customer care systems combine conversational AI with live agents. Users may want to talk to a live agent either because the bot does not understand the user (AI limitation), or the request cannot…

When working with a large corpus of data, we often start with an intuition on the latent insights. Azure Cognitive Search has all the tools needed for you to start with just that intuition to build an…

Deep Dive with AI Debug Sessions: Building skillsets and AI enrichment pipelines can be complex. Finding issues and debugging skillsets can be even more complex. In this session, you'll learn about a…

Azure Cognitive Search is evolving to meet the strict security requirements of enterprise and government customers. You need your data protected both at rest and in transit without having to be a…

There is an overwhelming amount of information (and misinformation) about COVID-19. How can we use AI to better understand this disease? In this session, we take an open dataset of research papers on…

Anomaly Detector, learn to use anomaly detector with simple REST API calls. The AI Show's Favorite links: Don't miss new episodes, subscribe to the AI Show Create a Free account (Azure)

Video Indexer, extract insights from Audio and media files using video indexer The AI Show's Favorite links: Don't miss new episodes, subscribe to the AI Show Create a Free account (Azure)

Extracting Data From Documents and Forms with OCR and Form Recognizer The AI Show's Favorite links: Don't miss new episodes, subscribe to the AI Show Create a Free account (Azure)

Learn how you can build a Voice Assistant using Speech in Azure Cognitive Services, with a deep dive into Custom Commands. The AI Show's Favorite links: Don't miss new episodes, subscribe to the AI…

Learn how you can use Immersive Reader to embed text reading and comprehension capabilities into your applications. The AI Show's Favorite links: Don't miss new episodes, subscribe to the AI Show …

Learn how you can use ready-to-go samples to get the most out of your call center audio content. The AI Show's Favorite links: Don't miss new episodes, subscribe to the AI Show Create a Free account…

Tibco customer demo; Wilson Allen + Insight examples The AI Show's Favorite links: Don't miss new episodes, subscribe to the AI Show Create a Free account (Azure)

ParallelRunStep is designed for scenarios where you are dealing with big data necessitating embarrassingly parallel processing and you do not need an instant reponse. A typical scenario is batch…

Data Labeling in AML is all about increasing the productiivity of the labeler in the labeling workflow cycle and to fast track in obtaining the groundtruth labeled dataset. The AI Show's Favorite…

Automated ML is an emerging field in Machine Learning that helps data scientists to improve their productivity while also helping developers with little data science knowledge to build Machine…

Notebooks in Azure ML Studio is a new first in-class notebook authoring experience packed with features that make it easier to create, edit and collaborate on machine learning notebooks and files…

It's important to track experiment in- and outputs across the ML lifecycle stages. Data versioning, experiment tracking and model management capabilities enable you to simplify the job. The AI Show's…

MSR Researcher Antoine Deligant-Lavaud will walk you through how Confidential ML can be used to securely and confidentially train and deploy machine learning models Learn More: Azure Blog Responsible…

Hear from the data science at EY on how they're using Fairlearn Learn More: Azure Blog Responsible MLAzure ML The AI Show's Favorite links: Don't miss new episodes, subscribe to the AI Show Create a…

Join us to learn about our open source machine learning fairness toolkit, Fairlearn, which empowers developers of artificial intelligence systems to assess their systems' fairness and mitigate any…

Hear from the data science at Scandinavian Airline on how they're using InterpretML. Learn More: Azure Blog Responsible MLAzure ML The AI Show's Favorite links: Don't miss new episodes, subscribe to…

Learn about InterpretML's new offering, Interpret-Text, which expands support to include text data with state-of-the-art explainers for NLP machine learning models such as BERT and RNNs. Learn More: …

Building forecasts is an integral part of any business, whether it's revenue, inventory, sales, or customer demand. Building machine learning models is time-consuming and complex with many factors to…

Are you curious how data scientists and researchers train agents that make decisions? Learn how to use reinforcement learning to optimize decision making using Azure Machine Learning. We show you…

Alex Bocharov, Principal Researcher at Microsoft Quantum Systems group and Chris Granade, Senior Research Software Development Engineer join Vadim Karpusenko to discuss the impact of Quantum Computing…

AI on IoT is moving from the cloud to the edge, running models closer to the data. Traditionally the hardware to run these models on the edge has been powerful, with GPUs or compute sticks. But what…

Indexing and Querying are pivotal when building the search platform. This video explains how Azure cognitive search works and how developers can add their own input to it. The focus is on explaining…

This video helps the user understand how to add custom skills to a skillset in Azure Cognitive Search. It explains what it means to enrich content as part of the ingestion pipeline. The video describe…

Search based apps are crucial for any business or enterprise for a variety of scenarios and end goals. This video helps the user understand what is azure cognitive search, the underlying technology,…

In this final part of the series of Bot Framework focused episodes, we take a look at how you can surface your bot in even more places, by extending the long list of options available within Azure Bot…

In this video, you'll learn how you can use Azure Event Grid and Azure Machine Learning to trigger and consume machine learnings events. We talk about why eventing is important and how you can enable…

In this video, you'll learn why and how to track assets and code you're creating in an end to end machine learning workflow. Jump To: [01:20] How to track assets and artifacts[04:20] Demo - How to…

In this video, you'll learn how you can use Azure Event Grid, Azure Machine Learning and Github Actions to create a continuous integration and continuous deployment workflow. You'll see how to…

Bing Ads allows advertisers to create custom search ads and run them in Bing to reach an audience that searches six billion times a month. Machine learning is applied to optimize campaigns, improve…

Editor is an intelligent proofing and editing service that leverages machine learning and natural language processing to make suggestions to help you improve your writing. The Editor team is making…

Designer utilizes machine learning to provide users with redesigned slides to maximize their engagement and visual appeal. Up to 4.1 million Designer slides are created daily and the Designer team is…

Suggested replies in Outlook on the web suggests three response options that you can use with a couple of clicks. By using Azure Machine Learning service, suggested replies help people communicate…

In part 2 of a 3 part series, focused on the Bot Framework, this episode looks at how you can use the telemetry capture capabilities built into the Bot Framework to analyze your bots usage and gain…

In the first of a 3-part series focused on the Bot Framework, this episode looks at how the Bot Framework now makes it easier than ever to develop incredible engaging experiences in Microsoft Teams –…

This is the final, part 4 of a four-part series that breaks up a talk that I gave at the Toronto AI Meetup. Part 1, Part 2 and Part 3 were all about the foundations of machine learning, optimization,…

This is Part 3 of a four-part series that breaks up a talk that I gave at the Toronto AI Meetup. Part 1 and Part 2 introduce basic machine learning concepts as well as specific models using…

This is Part 2 of a four-part series that breaks up a talk that I gave at the Toronto AI Meetup. Part 1 was all about the foundational concepts of machine learning. In this part I get into more…

For the next few weeks of AI Show, we are taking a bit of a different tack (let us know if you want more or less of this kind of content). I was invited to present at the Toronto AI User Group in…

Visual Studio Code offers many great features for Data Scientists and Python developers alike, allowing you to explore and experiment on your data using the flexibility of Jupyter Notebooks combined…

Bot Framework Composer is an integrated development tool for developers and multi-disciplinary teams to build bots and conversational experiences with the Microsoft Bot Framework. In this episode of…

Showcasing how you can build productive and intelligent solutions with Azure Cognitive Services. We'll walk through a series of demos highlighting our Computer Vision, Form Recognizer and Custom…

Azure machine learning datasets is our solution to manage your data for machine learning. With datasets, you can directly access data from multiple sources without incurring extra storage cost; load…

Recently the Global AI Community held their annual Global AI Bootcamp where Eric Boyd (Corporate Vice President of Azure AI) was the keynote speaker! We thought it would be a great idea to share this…

With ever changing data and customer signals continuous training and retraining can incur higher costs, especially on GPUs for deep learning models. In AzureML, we have heard this concern loud and…

Explore the Metropolitan Museum's collection using Cognitive Services on Spark. [00:39] – Description of the Met's Open Access initiative [01:49] – Demo: enrich the Met's dataset with intelligent…

Show how organizations do more with their data using the and AI capabilities of Azure Cognitive Search. I'll show how they can take data from databases and files and easily mine it for additional…

Azure Machine Learning has a large library of algorithms from the classification, recommender systems, clustering, anomaly detection, regression and text analytics families. Each is designed to…

This video talks about the new ML assisted data labeling capability in Azure Machine Learning Studio. You can create a data labeling project and either label the data yourself, or take help of other…

Learn about the new features Automated Machine Learning (Automated ML) is releasing, from enhanced time-series forecasting capabilities and no-code user interface, to DNN support for text and…

This episode helps you compare deep learning vs. machine learning. You'll learn how the two concepts compare and how they fit into the broader category of artificial intelligence. During this demo we…

In this episode we will cover a quick overview of new batch inference capability that allows Azure Machine Learning users to get inferences on large scale datasets in a secure, scalable, performant…

Azure Open Datasets is platform to host data from the open domain such as weather, socioeconomic statistics, machine learning samples, open images, GitHub activity data, etc. on Azure. Learn more…

Azure Machine Learning now offers two editions that are tailored for your machine learning needs, Enterprise and Basic, making it easy for developers and data scientists to accelerate the end to end…

The Azure Machine Learning studio is a new immersive web experience for managing the end-to-end lifecycle. The new web experience brings all of the data science capabilities for data scientists and…

This video talks about Azure Machine Learning Pipelines, the end-to-end job orchestrator optimized for machine learning workloads. With Azure ML Pipelines, all the steps involved in the data…

Building accurate machine learning models requires a deep understanding of machine learning, as well as other data science and coding skills. Automated machine learning's purpose is to alleviate these…

In this episode we'll cover a quick overview of new capabilities in Azure Machine Learning like the Visual Interface for drag-n-drop machine learning and the Automated Machine Learning UI as well as…

This video talks about Azure Machine Learning designer that will help citizen data scientists who were using the Studio (classic) and professional data scientists who are currently using Azure ML SDK…

In this episode we will discuss the new R capabilities coming to public preview in Azure Machine Learning, including the new Azure ML R SDK. Learn More: Azure ML SDK for R Interface to the Azure ML…

We'll be discussing updates to the Azure Machine learning service model registry to provide more insights about your model. Also, learn how you can deploy your models easily without going through the…

In this episode we'll learn how to build a "Visual Alert" for your IoT camera. We will use Custom Vision from Azure Cognitive Services to train an image classifier for a particular camera,…

Understanding what your AI models are doing is super important both from a functional as well as ethical aspects. In this episode we will discuss what it means to develop AI in a transparent way.…

In this episode Luis stopped by and showed how much more can really be done with Cognitive Search (with recipes to boot). Extracting structure from unstructured data is a powerful addition to…

Machine Learning is sometimes confusing. From the esoteric terms to elevated expositions it seems like a terribly difficult area to get into. Since I started as a developer I totally get the mismatch!…

Recently the Global AI Community held an AI night where Eric Boyd (Corporate Vice President of Azure AI) was the keynote speaker! We thought it would be a great idea to share this keynote as part of…

In this episode of the AI Show Vinod Kurpad stops by to show a new surprising feature of Azure Search called the knowledge store. The more I dig into Azure Search the more impressed I become: "It…

In the last eight years, poaching in Africa has been happening at an alarming rate. Currently, the continent loses three rhinos a day. Microsoft has collaborated with the Combating Wildlife Crime team…

Accelerate and optimize machine learning models regardless of training framework using ONNX and ONNX Runtime. This episode introduces both ONNX and ONNX Runtime and provides an example of ONNX Runtime…

In our previous episodes of the AI Show, we've learned all about the Azure Anomaly detector, how to bring the service on premises, and some awesome tips and tricks for getting the service to work well…

In our last two episodes we learned a bit about the Azure Anomaly Detector service. We first learned a bit about what it is and how it can be used. Then we looked into bringing the service on premises…

In the last episode of the AI Show we took a look at an amazing new service: the Azure Anomaly Detector. While these services are great, sometimes keeping everything local is a must given industry…

Stuff happens!!! In this episode of the AI Show we look at a simple way to detect anomalies that can occur in your data. Knowing when something goes off the rails is incredibly important and now…

BP is embracing artificial intelligence (AI) to change the way the company works. BP scientists now explore the potential of new energy deposits using Microsoft Azure Machine Learning and its…

The Large Hadron Collider at CERN is the largest physics machine ever built, and experiments using the collider generate close to an exabyte (one billion gigabytes) of data in the quest to understand…

For years, Chevron's Canada Business Unit manually mined critical data from drilling and completion reports; a laborious, time-consuming and error-prone process. The company is now using Microsoft…

This video shows how to build, train and deploy a time series forecasting solution with Azure Machine Learning. You are guided through every step of the modeling process including: Set up your…

MLOps (also known as DevOps for machine learning) is the practice of collaboration and communication between data scientists and DevOps professionals to help manage the production machine learning…

This new, drag-and-drop workflow capability in Azure Machine Learning service simplifies the process of building, testing, and deploying machine learning models for customers who prefer a visual…

Automated machine learning, also referred to as AutoML, allows data scientists, analysts, and developers to build ML models with high scale, efficiency, and productivity all while sustaining model…

Just over two years ago, The Met launched an Open Access Program seeking to make the images and data of public-domain works in the museum's collection available under an open data promise. The…

The Madrid-based Spanish football (soccer) organization LaLiga has hundreds of millions of fans around the world. LaLiga fans are passionate about the game, and the league is passionate about making…

Clean Water AI is a device that uses a deep learning neural network to detect dangerous bacteria and harmful particles in water. Users can see drinking water at a microscopic level, just like they…

Gen Studio is a prototype concept which was created over a two-day hackathon with collaborators across The Metropolitan Museum of Art (The Met), Microsoft, and Massachusetts Institute of Technology…

Get ideas about how to build engaging conversational applications using this fun retail example that leverages services from across Microsoft.

Understanding the landscape of sample projects available in Cognitive Services GitHub Samples hereStudybot (development credit to Winona Azure):…

In this video we will talk about our new capability that allows developers to deploy some of our cognitive services as containers! Get ready for the intelligent edge! Process data in the cloud or on…

In this video we will talk about the work we are doing to simplify the use of Cognitive Services in your applications. We now have a single key, which eliminates having to reference and manage many…

Ever wondered what breed that dog or cat is? In this show, you'll see us train, optimize and deploy a deep learning model using Azure Notebooks, Azure Machine Learning Service, and Visual Studio Code…

Storytelling is at the heart of human nature and Natural Language Processing is a field that is driving a revolution in the computer-human interaction. That is why we decided to explore AI Pix2Story…

The LearnAI team has updated the Azure Cognitive Services Bootcamp! Tune in to get an overview of the changes and a walk through of how you can add Bing Search, LUIS, and Azure Search to bots via the…

Anna Thomas has been collecting notes for the past two years from field members (internal and external) who have developed complex LUIS models. In this video, we'll explore some of the limitations or…

How to use this sample application to learn cognitive services and test applications that you are infusing with AI. Learn more: http://aka.ms/intelligentkiosksample

As discussed in Episode 4 data preparation can be a very time consuming and error prone part of the advanced analytics process. In this show, we look at the recently released AML data prep SDK that…

Data Preparation is generally regarded as taking 80% of the resources for an advanced analytics project, but does it really. Why is it so hard? What's the difference between prepping and modelling?…

Take a quick tour of computer vision and see an example of how we used a custom vision, object detection model to solve a fun use case.

In this episode we are exploring how quick and easy it is to create a chatbot that can answer top-of-mind questions for employees or customers. Leveraging QnA Maker we will build a bot in minutes from…

In this episode, we will provide step by step guidance on how to deploy machine learning models using the Visual Studio Code Tools for AI extension and Azure Machine Learning service. To learn more…

"This week in Cognitive" is focused on providing developers with a weekly look at what's new and exciting in the area of Cognitive Services and Pre-Built AI. This week we are taking a look…

In this episode, we will provide step by step guidance on how to train machine learning models using the Visual Studio Code Tools for AI extension and Azure Machine Learning service. To learn more see…

In this episode, we will provide a brief overview of Azure Machine Learning service and the Visual Studio Code Tools for AI extension. To learn more see…

Introducing ‘power bats’, an innovative sensor-powered sticker that measures the quality of a player’s shot by capturing data and analyzing impact characteristics through wireless sensor technology…

Snip Insights is an open source desktop utility that enables cross-platform users to retrieve intelligent insights over a snip or screenshot. Screenshots are essentially snapshots of moments. Snip…

The Need- User Interface Design process involves a lot a creativity that starts on a whiteboard where designers share ideas. Once a design is drawn, it is usually captured within a photograph and…

Using the example of the Conference Buddy, Wilson will show you the key ingredients needed to develop an intelligent chatbot with Microsoft AI – one that helps the attendees at a conference interact…

Content moderation is the process of monitoring for possible offensive, undesirable, and risky content. Content Moderator, a Cognitive Services product, combines machine-assisted content moderation…

Content moderation is the process of monitoring for possible offensive, undesirable, and risky content. Content Moderator, a Cognitive Services product, combines machine-assisted content moderation…

Ruth shows how to use Azure Custom Vision to train a model to recognize a modern Mercedes-Benz car keys since the design does not look like a traditional key. Then shows to how to call the generated…

Watch to learn about the latest bot building tools that are AI services aware, and support end-to-end bot development workflow to create, build, test, deploy and manage your bot. The tools we provide…

Connecting your bot to resources like the Microsoft Graph API, LinkedIn, or Uber can be challenging. In this video, learn about the newly built-in authentication cards supported in Azure Bot Service,…

In this session we will talk about when and how to inject NLU into your bot using LUIS. We are launching a new set of features in (LUIS) that enable a more integrated experience for building end to…

In this video, you will see what is coming out this Build for Vision Cognitive Services, including a view into the new computer vision and custom vision experiences in action.

In this session see how, in just minutes, you can create a commercial grade, ad-free, custom site search instance for your website that will improve how customers find content on your website. Learn…

Bing Visual Search enables users to identify objects and text within images to derive insights and find similar images and objects for categories including landmarks, flowers, fashion, celebrities and…

For those of you using the Microsoft Bot Framework, developing and testing your bot just became much easier with the newest release of the Bot Framework Emulator! We have updated the Emulator with…

Encountering chitchat and small talk is pretty common for a bot, and it's where a lot of bots struggle. Ron Owens joins Seth Juarez to discuss Project Personality Chat. Personality Chat helps a…

This episode is the second in the LearnAI-Bootcamp for Emerging AI Developers series. In this episode of the AI show, the materials for the LearnAI-Bootcamp for Emerging AI Developers will be shared…

See how easy it is to use the new Cognitive Services Speech SDK to build speech applications; and use the Speech Devices SDK with the matched dev kits to accelerate the integration with the Speech…

In this video, we will take a lap through Microsoft Cognitive Services and cover the updates and enhancements announced at the BUILD 2018 conference.

Introducing 'Cognitive Search' - an AI first approach to content understanding. Cognitive Search is powered by Azure Search with built in Cognitive Services. It pulls data from almost any data source…

Project Conversation Learner enables you to build and teach task-oriented conversational interfaces that learn directly from example interactions. Whereas traditional approaches to dialog control rely…

Generating the training data necessary to train and create a custom vision model is now easier than ever using AirSim. AirSim is a simulation environment; which allows us to create a 3D version of the…

At the core of Microsoft's drawing bot is a technology known as a Generative Adversarial Network, or GAN. The network consists of two machine learning models, one that generates images from text…

To create the style transfer application, we used Visual Studio Tools for AI to train the deep learning models and include them in our app. Visual Studio Tools for AI improved our productivity by…

Machine Reading Comprehension (MRC) is all about answering a query about a given context paragraph. Using a novel neural network architecture called the Reasoning Network (ReasoNet), Microsoft…

In this episode of the AI show, the materials for the LearnAI-Bootcamp for Emerging AI Developers will be shared and explained. After watching this video, you’ll be able to take the resources and…

Bing APIs provide the pre-built AI capabilities to your business to build diverse search scenarios at web-scale. With the Bing Web Search API, you can get the most relevant, contextual, and up-to-date…

Bing Entity Search API will identify the most relevant entity based on your search term, spanning multiple entity types such as famous people, places, movies, TV shows, video games, books, and even…

Bing Custom Search is an easy-to-use, ad-free search tool solution that enables users to build a search experience and query content on their own specific site, or across a hand-picked set of websites…

We've raised the stakes at this year's Build. Your mission, should you choose to accept it, will take your coding prowess to new heights, literally. The Search and Rescue Challenge at Microsoft Build…

You will learn how to get started analyzing text! We'll show you how to sign up for a cognitive service, and the power of Text Analytics, Entity Linking and Bing Entity Search. Create a Free Account…

This episode of the AI Show is the fourth (final) episode in a series talking about the Azure ML Services. The new Azure Machine Learning Services provide an integrated, end-to-end data science…

This episode of the AI Show is the third in a series talking about the Azure ML Services. The new Azure Machine Learning Services provide an integrated, end-to-end data science experience. It enables…

In this episode of the AI Show we dive into when and why one would use deep learning over classical machine learning. While many tasks can be performed cheaply and well with classical machine…

In this episode of the AI Show, machine learning is gently introduced from the standpoint of the algorithm and model. It starts with the simplest machine learning, linear regression, and ends on a…

This session is a primer to introduce the concepts of deep learning with a specific focus on computer vision. It covers concepts including CNN’s (Convolutional Neural Networks), deep learning and…

This episode of the AI Show is the second in a series talking about the Azure ML Services. The new Azure Machine Learning Services provide an integrated, end-to-end data science experience. It enables…

In part 1 of the 2-part Intelligent Edge series, Bharath and Xiaoyong explain how data scientists can leverage the Microsoft AI platform and open-source deep learning frameworks like Keras or PyTorch…

In part 2 of the 2-part Intelligent Edge series, Rosane and Wilson give an overview of what Windows ML can do for developers; and show how to easily use only three lines of code to develop UWP…

This episode of the AI Show is the first in a series talking about the Azure ML Services. The new Azure Machine Learning Services provide an integrated, end-to-end data science experience. It enables…

AI is moving at a very high speed today. How can we speed up AI aps for our developers? Here we talk about approaches using CoreML & Xamarin and how we can speed up real-time inferencing AI apps.…

In this episode of the AI show Erika follows up her previous episode by showing the actual code behind training and using the music generation model. This includes the code for both creating the…

In this episode of the AI show Erika explains how to create deep learning models with music as the input. She begins by describing the problem of generating music by specifically describing how she…

In this episode of the AI show Paige and Lo talk about Azure notebooks. They start off with the Titanic dataset and show how to use Azure Notebooks to create a random forest classifier from scratch.…

This episode of the AI Show is the first in a series talking about the Data Science Virtual Machine (DSVM). DSVM is a family of Azure Virtual Machine images published by Microsoft on the Azure…

Find out who Paige Bailey and Lois Smith are in this introduction video to PyMLadies. Two data scientists who explain how they got into the world of Machine Learning, Research, Predictive models and…

In this episode Corom Thompson shows powerful pattern for extracting meaning from a large set of unstructured documents. This demonstration shows the power of both Cognitive Services, Azure Search,…

Tune into the PyMLadies as they explain what Data Science is. Paige and Lo dive into this hot topic on how a data scientists handle research projects, data, and predictive models. To get started…

This episode is a broad overview of how Azure Machine Learning can be used to empower neuroscience researchers and neural engineers. We are in the process of creating something to further empower the…

In this episode, you will learn about the General Availability release of Azure Bot Service and Language Understanding service, the two top-notch AI services to create amazing conversational AI…

This show is a quick overview of the newly-launched AI School. The AI School features the latest and greatest content for developers and data scientists to get started and dive deep into the Microsoft…

Welcome to the inaugural episode of the AI Show. In this show you get to learn all about Data science and how to use Microsoft products to help you do data science. This show is not only for data…