Many businesses today should understand the importance of using AI to improve the business processes and delight customers.
We will show how you can use AI & ML technologies to get insights from processed data
Azure Cognitive Services for DevelopersMarvin Heng
Azure Cognitive Services has been an AI solution that close to many developers's heart. They implement it in their applications easily. There are some new Microsoft Cognitive Services that are newly being introduced.
Create real value in your business process by automated data and form extractionMarvin Heng
Business processes are crucial and documentation are often done with high human involvement. The possibilities of automating it can be valuable to us. Join us to explore, discuss and share more.
Intelligent Assistant with Microsoft BotFrameworkMarvin Heng
A sharing of how difference pieces of technologies can be put together to be great solution for small businesses.
Technologies involved: Microsoft BotFramework, SignalR and ASP.NET Core on Azure.
www.techconnect.io
Youtube: https://www.youtube.com/watch?v=nwGFZA0h9k8&feature=youtu.be
A Journey with Microsoft Cognitive Service IMarvin Heng
A Journey with Microsoft Cognitive Service I
This slide is about Microsoft Cognitive Services. By going through you will understand what and how Microsoft Cognitive Service works.
Marvin Heng
Medium: @hmheng
Twitter: @hmheng
Github: hmheng
A Journey With Microsoft Cognitive Services IIMarvin Heng
A Journey with Microsoft Cognitive Service II
This slide is about Microsoft Cognitive Services. By going through you will understand what and how Microsoft Cognitive Service works.
Marvin Heng
Medium: @hmheng
Twitter: @hmheng
Github: hmheng
Building conversation AI using Azure Bot & LUISNitin Raj
Conversational AI is another big topic in recent trend as most of the business started adopting conversation AI for
customer support services and internal support and operational activities. Natural interaction with language,
speech, and semantic understanding, and supporting multi model interaction. There are two main components
which are Bot and LUIS (Language Understanding Intelligent Service) / NLP (Natural Language Processing). There
are many tools and technologies are offering different services for Bot and LUIS /NLP. Here we will use Microsoft
tools as an example and build the demo from scratch and see how this work in real world example
Azure Cognitive Services for DevelopersMarvin Heng
Azure Cognitive Services has been an AI solution that close to many developers's heart. They implement it in their applications easily. There are some new Microsoft Cognitive Services that are newly being introduced.
Create real value in your business process by automated data and form extractionMarvin Heng
Business processes are crucial and documentation are often done with high human involvement. The possibilities of automating it can be valuable to us. Join us to explore, discuss and share more.
Intelligent Assistant with Microsoft BotFrameworkMarvin Heng
A sharing of how difference pieces of technologies can be put together to be great solution for small businesses.
Technologies involved: Microsoft BotFramework, SignalR and ASP.NET Core on Azure.
www.techconnect.io
Youtube: https://www.youtube.com/watch?v=nwGFZA0h9k8&feature=youtu.be
A Journey with Microsoft Cognitive Service IMarvin Heng
A Journey with Microsoft Cognitive Service I
This slide is about Microsoft Cognitive Services. By going through you will understand what and how Microsoft Cognitive Service works.
Marvin Heng
Medium: @hmheng
Twitter: @hmheng
Github: hmheng
A Journey With Microsoft Cognitive Services IIMarvin Heng
A Journey with Microsoft Cognitive Service II
This slide is about Microsoft Cognitive Services. By going through you will understand what and how Microsoft Cognitive Service works.
Marvin Heng
Medium: @hmheng
Twitter: @hmheng
Github: hmheng
Building conversation AI using Azure Bot & LUISNitin Raj
Conversational AI is another big topic in recent trend as most of the business started adopting conversation AI for
customer support services and internal support and operational activities. Natural interaction with language,
speech, and semantic understanding, and supporting multi model interaction. There are two main components
which are Bot and LUIS (Language Understanding Intelligent Service) / NLP (Natural Language Processing). There
are many tools and technologies are offering different services for Bot and LUIS /NLP. Here we will use Microsoft
tools as an example and build the demo from scratch and see how this work in real world example
Build 2017 - B8090 - How Microsoft Cognitive Services can help your apps comm...Windows Developer
Microsoft Cognitive Services Language APIs - Bing Spell Check, Language Understanding, Linguistic Analysis, Text Analytics, Translator and Web LM - can enable your apps to understand language and communicate with people.
This is my presentation for Global Azure Verona 2021, where I talked about Azure Functions and how this technology can be used to process messages that come from WhatsApp in a chatbot environment.
My participation at Cloud Skills Challenge with the knowledge acquired when studying the AI modules at Discover AI challenge and a solution developed to detect facemasks in videos.
by Amit Narayanan, Solutions Architect, AWS
Amazon Lex is a service for building conversational interfaces into any application using voice and text, and Amazon Polly is a service that turns text into lifelike speech. This session combines both of these AWS services, the presenter will demonstrate how to build DevOps and Help Desk chatbots that feature spoken-voice interfaces, and explore the potential of bringing characters to life through interactive chatbots that improves customer engagement. Attendees will be provided with the foundational skills for those looking to enrich their applications with natural, conversational interfaces. Level 300
Artificial Intelligent: Intelligent Bot With Microsoft Bot Framework & AzureMarvin Heng
With Microsoft's Botframework - Create a simple chatbot or AI bot that can help your website to serve customers intelligently. By following this tutorial, you should learn how to create a simple bot using Bot Framework.
Read more @ www.techconnect.io/
by Marvin, Heng
Twitter: @hmheng
Blog: www.techconnect.io
In this session, Mandar shows how to use the ChatBot Framework SDK and the Management Services, which came with BizTalk Server 2016 FP2, to develop a chatbot which can be used to administer BizTalk Server.
GraphQL Summit 2019 - Configuration Driven Data as a Service Gateway with Gra...Noriaki Tatsumi
In this talk, you’ll learn about techniques used to build a scalable GraphQL based data gateway with the capability to dynamically on-board various new data sources. They include runtime schema evolution and resolver wiring, abstract resolvers, auto GraphQL schema generation from other schema types, and construction of appropriate cache key-values.
So, you have IoT Devices connected to IoT Hub sending telemetry data into the Microsoft Azure cloud. Now what? This session will take you through setting up real-time stream processing of IoT data. We’ll look at integrating services like Azure Stream Analytics, Azure Functions, and Cosmos DB to build a highly scalable stream processing backend for any IoT solution. You’ll leave this session better prepared to handle real-time IoT stream processing in Azure; plus you’ll do it with less code by utilizing serverless Azure Functions.
Build 2017 - B8090 - How Microsoft Cognitive Services can help your apps comm...Windows Developer
Microsoft Cognitive Services Language APIs - Bing Spell Check, Language Understanding, Linguistic Analysis, Text Analytics, Translator and Web LM - can enable your apps to understand language and communicate with people.
This is my presentation for Global Azure Verona 2021, where I talked about Azure Functions and how this technology can be used to process messages that come from WhatsApp in a chatbot environment.
My participation at Cloud Skills Challenge with the knowledge acquired when studying the AI modules at Discover AI challenge and a solution developed to detect facemasks in videos.
by Amit Narayanan, Solutions Architect, AWS
Amazon Lex is a service for building conversational interfaces into any application using voice and text, and Amazon Polly is a service that turns text into lifelike speech. This session combines both of these AWS services, the presenter will demonstrate how to build DevOps and Help Desk chatbots that feature spoken-voice interfaces, and explore the potential of bringing characters to life through interactive chatbots that improves customer engagement. Attendees will be provided with the foundational skills for those looking to enrich their applications with natural, conversational interfaces. Level 300
Artificial Intelligent: Intelligent Bot With Microsoft Bot Framework & AzureMarvin Heng
With Microsoft's Botframework - Create a simple chatbot or AI bot that can help your website to serve customers intelligently. By following this tutorial, you should learn how to create a simple bot using Bot Framework.
Read more @ www.techconnect.io/
by Marvin, Heng
Twitter: @hmheng
Blog: www.techconnect.io
In this session, Mandar shows how to use the ChatBot Framework SDK and the Management Services, which came with BizTalk Server 2016 FP2, to develop a chatbot which can be used to administer BizTalk Server.
GraphQL Summit 2019 - Configuration Driven Data as a Service Gateway with Gra...Noriaki Tatsumi
In this talk, you’ll learn about techniques used to build a scalable GraphQL based data gateway with the capability to dynamically on-board various new data sources. They include runtime schema evolution and resolver wiring, abstract resolvers, auto GraphQL schema generation from other schema types, and construction of appropriate cache key-values.
So, you have IoT Devices connected to IoT Hub sending telemetry data into the Microsoft Azure cloud. Now what? This session will take you through setting up real-time stream processing of IoT data. We’ll look at integrating services like Azure Stream Analytics, Azure Functions, and Cosmos DB to build a highly scalable stream processing backend for any IoT solution. You’ll leave this session better prepared to handle real-time IoT stream processing in Azure; plus you’ll do it with less code by utilizing serverless Azure Functions.
ArcGIS 10.2 includes additional and improved functionality for cartography. In this demonstration, I introduce enhancements to the software for mapmaking, including labeling, symbology, map elements, data management, and exporting. Improvements to the ArcGIS for Desktop interface are also shown.
AWS January 2016 Webinar Series - Managing your Infrastructure as CodeAmazon Web Services
In this session, you will learn how you can provision, configure, and manage your infrastructure using code and treat it just like your application code. We will discuss the AWS services that enable these practices (AWS CloudFormation, AWS OpsWorks, and AWS CodeDeploy) and that allow you to control everything from Amazon VPCs and AWS Identity and Access Management to the configuration of individual applications on a single host. We’ll also talk about on-going management, how to best update your resources, and which tools are best suited for AWS resource management and host-based configuration management.
Learning Objectives:
Understand Infrastructure as Code
Understand the AWS services that help you manage your infrastructure as code
Discover best practices for managing your AWS infrastructure, host configuration, and applications
Who Should Attend:
DevOps Engineers, IT Professionals, Systems Administrators, Architects, Operations Professionals, Developers
Python business intelligence (PyData 2012 talk)Stefan Urbanek
What is the state of business intelligence tools in Python in 2012? How Python is used for data processing and analysis? Different approaches for business data and scientific data.
Video: https://vimeo.com/53063944
MongoDB.local Sydney: Evolving your Data Access with MongoDB StitchMongoDB
You have valuable data in MongoDB and while it's important to use that data to empower your users and customers it can be tough to do so in a safe, secure way. In this session, you'll learn how to simply connect your users with the data they need using MongoDB Stitch. We'll cover how to quickly set-up complex access controls using Stitch's Read and Write Rules as well as how to expose that data through Stitch's SDKs, Functions, and Services.
WSO2Con USA 2015: WSO2 Analytics Platform - The One Stop Shop for All Your Da...WSO2
Today’s highly connected world is flooding businesses with big and fast-moving data. The ability to trawl this data ocean and identify actionable insights can deliver a competitive advantage to any organization. The WSO2 Analytics Platform enables businesses to do just that by providing batch, real-time, interactive and predictive analysis capabilities all in one place.
Today’s highly connected world is flooding businesses with big and fast-moving data. The ability to trawl this data ocean and identify actionable insights can deliver a competitive advantage to any organization. The WSO2 Analytics Platform enables businesses to do just that by providing batch, real-time, interactive and predictive analysis capabilities all in one place.
In this tutorial we will
* Plug in the WSO2 Analytics Platform to some common business use cases
* Showcase the numerous capabilities of the platform
* Demonstrate how to collect data, analyze, predict and communicate effectively
* Demonstrate how it can analyze integration, security and IoT scenarios
Stick around till the end and you will walk away with the necessary skills to create a winning data strategy for your organization to stay ahead of its competition.
Accelerating Personal Development through Microsoft CertificationsMarvin Heng
Professional certifications like Microsoft certifications are important to IT professionals and developers. It does not only help in personal development but also your career. In this session, we will be discussing what exactly is a certification, what preparation can be done, and knowing what to take know during the exam. Some certifications are offered free which you might not want to miss.
Copyright Marvin Heng
@hmheng
Microsoft BotFramework - Global AI Bootcamp Nepal 2022Marvin Heng
Microsoft Botframework - AI
In this hands-on lab you are going to work with Bot Composer.
Microsoft Botframework Composer
Microsoft Botframework Emulator
Ref: https://www.meetup.com/NepalCloudPro/events/279731864/
How AI Bot can help to increase the productivity of an organization. Learn the integration of Bot into a team collaboration tool - Microsoft Teams.
www.techconnect.io
Marvin Heng, Microsoft MVP
Artificial Intelligence - Tell You What I SeeMarvin Heng
Tell You What I See - Marvin Heng
This topic will be showcasing how to make use of multiple Microsoft Cognitive Services to create better real-life use cases that could be useful for your businesses or daily application.
Read more AI topics at www.techconnect.io
Handwriting Detection with Microsoft Cognitive ServicesMarvin Heng
Introduction to handwriting detection & recognition using Microsoft Cognitive Services. Specifically Custom Vision service and Computer Vision's Handwriting Recognition service(preview). At the same time, demo on how Handwriting Recognition service works and as well as, conceptually how handwriting detection can be work on automation process.
Read more on @ www.techconnect.io
by Marvin, Heng
Twitter: @hmheng
Blog: www.techconnect.io
Create a Q&A Bot to Serve Your CustomersMarvin Heng
Frequently answered questions are always the useful information that will help your customers to understand products and business. We will learn to create an interactive bot from QnA sheet to improve your customer support process.
Read more @ https://wp.me/p9i67S-cJ
by Marvin, Heng
Twitter: @hmheng
Blog: www.techconnect.io
Facial Analysis with Angular Web App & ASP.NET CoreMarvin Heng
Creating Angular Web App running on ASP.NET Core is so easy using Visual Studio 2017. This session will demonstrate further integration with Face API to analyze faces that have been taken using the Web App.
by Marvin, Heng
Twitter: @hmheng
Blog: www.techconnect.io
AI/ML/DL: Introduction to Deep Learning with Cognitive ToolKitMarvin Heng
Brief Introduction about the technology - Deep Learning & Microsoft Cognitive ToolKit (CNTK).
by Marvin, Heng
Twitter: @hmheng
Blog: www.techconnect.io
#artificialintelligence #ai #MachineLearning
AI/ML/DL: Getting Started with Machine Learning on AzureMarvin Heng
The machine learning allows your application gets smarter and smarter over the time. It can predict more accurately, identify purposes more precisely and it keeps learning by itself.
Read more @ www.techconnect.io
by Marvin, Heng
Twitter: @hmheng
Blog: www.techconnect.io
#artificialintelligence #ai #MachineLearning
AI: Integrate Search Function into Your App Using Bing Search API.Marvin Heng
Learn how to integrate web search function into your mobile app using Bing Search API.
#xamarin #cognitiveservice #bingsearch #microsoft #appdevelopment #crossplatform #ios #android #uwp
Click here for viewing full tutorial @ www.techconnect.io
by Marvin, Heng
Twitter: @hmheng
Blog: www.techconnect.io
AI: Mobile Apps That Understands Your Intention When You TypedMarvin Heng
With Microsoft's Cognitive Services - Language Understanding Intelligent Service (LUIS), we can build a smart app. By following this tutorial, you should learn how to create a intelligent cross platform Mobile App that understands what is your intention.
Read more @ www.techconnect.io
By Marvin Heng
Twitter: @hmheng
Blog: www.techconnect.io
App Development: Create Cross Platform Mobile App with .NETStandard 2.0Marvin Heng
Marvin Heng - Going through this slide, you will learn how to create a cross platform mobile app that's working on mobile, PC, Hololens & even XBOX with the latest .NET Standard in C#!
#hmheng @hmheng
#crossplatform #mobileapp #xamarin #windows #android #iOS #uwp #.netstandard
Click here for viewing full tutorial @ www.techconnect.io
Twitter: @hmheng
Blog: www.techconnect.io
App Development: Create Cross Platform Mobile App with Just 6 StepsMarvin Heng
Marvin Heng - Going through this slide, you will learn how to create a cross platform mobile app with just 6 steps and most importantly, just one and only one programming language C#!
#hmheng @hmheng
#crossplatform #mobileapp #xamarin #windows #android #iOS #uwp
Click here for viewing full tutorial @ www.techconnect.io
By Marvin Heng
Twitter: @hmheng
Blog: www.techconnect.io
AI: Together We Make World Smarter With LUISMarvin Heng
With Language Understanding Intelligent Service (LUIS), we can build a smart app. By following this tutorial, you should learn how to create a backend AI service which will return you a set of entities and intention in JSON string.
Read more @ www.techconnect.io
By Marvin Heng
Twitter: @hmheng
Blog: www.techconnect.io
Cloud: Publish First Web Application to Azure Using Visual StudioMarvin Heng
Learn how you can create and publish your very first web application to well-known cloud provider, Azure using Visual Studio 2017.
Throughout this tutorial, you should be able to launch a website on Azure's App Service within few couple of minutes.
By Marvin Heng
Twitter: @hmheng
Blog: www.techconnect.io
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualityInflectra
In this insightful webinar, Inflectra explores how artificial intelligence (AI) is transforming software development and testing. Discover how AI-powered tools are revolutionizing every stage of the software development lifecycle (SDLC), from design and prototyping to testing, deployment, and monitoring.
Learn about:
• The Future of Testing: How AI is shifting testing towards verification, analysis, and higher-level skills, while reducing repetitive tasks.
• Test Automation: How AI-powered test case generation, optimization, and self-healing tests are making testing more efficient and effective.
• Visual Testing: Explore the emerging capabilities of AI in visual testing and how it's set to revolutionize UI verification.
• Inflectra's AI Solutions: See demonstrations of Inflectra's cutting-edge AI tools like the ChatGPT plugin and Azure Open AI platform, designed to streamline your testing process.
Whether you're a developer, tester, or QA professional, this webinar will give you valuable insights into how AI is shaping the future of software delivery.
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Albert Hoitingh
In this session I delve into the encryption technology used in Microsoft 365 and Microsoft Purview. Including the concepts of Customer Key and Double Key Encryption.
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
Connector Corner: Automate dynamic content and events by pushing a buttonDianaGray10
Here is something new! In our next Connector Corner webinar, we will demonstrate how you can use a single workflow to:
Create a campaign using Mailchimp with merge tags/fields
Send an interactive Slack channel message (using buttons)
Have the message received by managers and peers along with a test email for review
But there’s more:
In a second workflow supporting the same use case, you’ll see:
Your campaign sent to target colleagues for approval
If the “Approve” button is clicked, a Jira/Zendesk ticket is created for the marketing design team
But—if the “Reject” button is pushed, colleagues will be alerted via Slack message
Join us to learn more about this new, human-in-the-loop capability, brought to you by Integration Service connectors.
And...
Speakers:
Akshay Agnihotri, Product Manager
Charlie Greenberg, Host
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
Accelerate your Kubernetes clusters with Varnish CachingThijs Feryn
A presentation about the usage and availability of Varnish on Kubernetes. This talk explores the capabilities of Varnish caching and shows how to use the Varnish Helm chart to deploy it to Kubernetes.
This presentation was delivered at K8SUG Singapore. See https://feryn.eu/presentations/accelerate-your-kubernetes-clusters-with-varnish-caching-k8sug-singapore-28-2024 for more details.
5. Form Recognizer
• Applies advanced machine learning to accurately extract text, key/value pairs, and
tables from documents.
• Tailors its understanding to your documents, both on-premises and in the cloud.
Easily extract text and structure, with simple REST API.
• Capable to run on the edge devices with container services. (link)
6. Form Recognizer
• Mixed Mode Support
(Printed Text + Handwritten Text)
• Pre-built Receipts
• Off the shelf model
• Available as a managed service
• Empowered by Azure OCR service
8. Why do we need Form Recognizer?
Time consuming manual
entry
Not efficient Long business process
9. Challenges of Data Extraction from Forms
Various Types of Forms Document Quality –
Scanned, Fax, Photo
Different Types of Text
Forms – Printed, hand-
written signatures, tables,
check marks.
10. Form Recognizer Service
Data extraction in any business process that intakes forms and outputs structured daa
INPUT: Forms
{
"status": "Succeeded",
"recognitionResults": [
{
"page": 1,
“clockwiseOrientation": 355.77,
"width": 3024,
"height": 4032,
"unit": "pixel",
…
…
"understandingResults": [
{
"pages": [ 1 ],
"fields": {
"Subtotal": {
"valueType": "numberValue",
"value": 1098.99,
"text": "1098.99",
"elements": [ { "$ref":
"#/recognitionResults/0/lines/15/words/1" } ]
},
}
OUTPUT: Structured Data
Key Pair Values and Tables
18. Benefits
• Easily Extract Data with no manual labeling required
• Only a handful of example documents needed to train a model (5 forms)
• Tailored to your forms
• Pre-Built Receipts data extraction
• Enterprise-grade security and privacy
• Available as a managed service or cognitive services container