Cheah Eng Teong
多层感知机的从零开始实现
Author: Cheah Eng Teong

可以通过手动定义模型及其参数来实现简单的多层感知机。

Published at 17 Nov 2019

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Cheah Eng Teong
Implementation of Multilayer Perceptron from Scratch
Author: Cheah Eng Teong

We saw that implementing a simple MLP is easy, even when done manually. That said, with a large number of layers, this can get messy (e.g. naming and keeping track of the model parameters, etc).

Published at 16 Nov 2019

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Cheah Eng Teong
多层感知机
Author: Cheah Eng Teong

多层感知机在输出层与输入层之间加入了一个或多个全连接隐藏层,并通过激活函数对隐藏层输出进行变换。

Published at 10 Nov 2019

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Cheah Eng Teong
Multilayer Perceptron
Author: Cheah Eng Teong

The multilayer perceptron adds one or multiple fully-connected hidden layers between the output and input layers and transforms the output of the hidden layer via an activation function.

Published at 09 Nov 2019

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Cheah Eng Teong
Softmax回归的从零开始实现
Author: Cheah Eng Teong

可以使用softmax回归做多类别分类。与训练线性回归相比,你会发现训练softmax回归的步骤和它非常相似:获取并读取数据、定义模型和损失函数并使用优化算法训练模型。事实上,绝大多数深度学习模型的训练都有着类似的步骤。

Published at 03 Nov 2019

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Cheah Eng Teong
Implementation of Softmax Regression from Scratch
Author: Cheah Eng Teong

With softmax regression, we can train models for multi-category classification. The training loop is very similar to that in linear regression: retrieve and read data, define models and loss functions, then train models using optimization algorithms. As you’ll soon find out, most common deep learning models have similar training procedures.

Published at 02 Nov 2019

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Cheah Eng Soon
Configure encryption for data at rest
Author: Cheah Eng Soon

Azure Security Center Series (16) - Configure encryption for data at rest (16)

Published at 31 Oct 2019

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Cheah Eng Soon
Configure security for data infrastructure
Author: Cheah Eng Soon

Azure Security Center Series (15) - Configure security for data infrastructure

Published at 31 Oct 2019

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Cheah Eng Teong
图像分类数据集(Fashion-MNIST)
Author: Cheah Eng Teong

在介绍softmax回归的实现前我们先引入一个多类图像分类数据集。以方便我们观察比较算法之间在模型精度和计算效率上的区别。图像分类数据集中最常用的是手写数字识

Published at 27 Oct 2019

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Cheah Eng Teong
Image Classification Data (Fashion-MNIST)
Author: Cheah Eng Teong

Despite its popularity, MNIST is considered as a simple dataset, on which even simple models achieve classification accuracy over 95%. It is hard to spot the differences between better models and weaker ones. In order to get a better intuition, we will use the qualitatively similar, but comparatively complex Fashion-MNIS dataset came out in 2017.

Published at 26 Oct 2019

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Cheah Eng Teong
想要改变人生,就得先改变自己。
Author: Cheah Eng Teong

想要改变人生,就得先改变自己。

Published at 22 Oct 2019

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Cheah Eng Teong
线性回归的简洁实现
Author: Cheah Eng Teong

随着深度学习框架的发展,开发深度学习应用变得越来越便利。实践中,我们通常可以用比上一节更简洁的代码来实现同样的模型。

Published at 19 Oct 2019

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Cheah Eng Teong
Concise Implementation of Linear Regression
Author: Cheah Eng Teong

The surge of deep learning has inspired the development of a variety of mature software frameworks, that automate much of the repetitive work of implementing deep learning models. In the previous section we relied only on NDarray for data storage and linear algebra and the auto-differentiation capabilities in the autograd package. In practice, because many of the more abstract operations, e.g. data iterators, loss functions, model architectures, and optimizers, are so common, deep learning libraries will give us library functions for these as well.

Published at 19 Oct 2019

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Cheah Eng Teong
当一个男人准备放弃一个女人的时候从来都不是突然不爱了,而是一次又一次失望之后,攒够勇气才离开的。
Author: Cheah Eng Teong

当一个男人准备放弃一个女人的时候从来都不是突然不爱了,而是一次又一次失望之后,攒够勇气才离开的。

Published at 17 Oct 2019

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Cheah Eng Teong
男人一定要有自己的底线和原则!
Author: Cheah Eng Teong

男人一定要有自己的底线和原则!

Published at 17 Oct 2019

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.NET Developers Community Singapore
Session 9: Architecting .NET Microservices in a Docker Ecosystem
Author: .NET Developers Community Singapore

#dotnetconf #dotnetconfsg #dotnetfoundation Speaker: Dr. Li Haobin Website: https://www.isem.nus.edu.sg/research/c4ngl/team/dr-li-haobin/ Singapore - Success through containerization. Since 1986, Singapore has been the busiest port in the world in terms of shipping tonnage. Global connectivity is the key to Singapore's success as a world-leading hub for container transhipment. So would containerization with Docker and .NET help to further improve Singapore ports? Today, Dr Li from National University of Singapore shares with us on how to build a .NET Core solution container ready and aware, understand the difference between monolithic and microservices and architectural changes in .NET Core based solutions for cloud container hosting and they will get an overview of container technology using Docker. Website: https://conf.dotnet.sg/ Playlist of .NET Conf SG 2019: https://www.youtube.com/watch?v=5VX-bAcBOWw&list=PLJEtXrSgWKZqkaYgY3PxBjRbA8O2vKEL7

Published at 13 Oct 2019

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.NET Developers Community Singapore
Session 8: Overview On Apriori Machine Learning Algorithm (ML.NET)
Author: .NET Developers Community Singapore

#dotnetconf #dotnetconfsg #dotnetfoundation Speaker: Cheah Eng Soon Twitter: @CheahEngSoon AI is based on algorithms which allow input to become output. The Apriori algorithm that Eng Soon, Microsoft AI MVP, shares today is a categorization algorithm. Apriori machine learning algorithm works by identifying a particular characteristic of a data set and attempting to note how frequently that characteristic pops up throughout the set. Listen to Eng Soon to learn about the basic overview of Apriori Machine Learning Algorithm, how it works. He will also show the references of the Apriori Algorithm using C#. Website: https://conf.dotnet.sg/ Playlist of .NET Conf SG 2019: https://www.youtube.com/watch?v=5VX-bAcBOWw&list=PLJEtXrSgWKZqkaYgY3PxBjRbA8O2vKEL7

Published at 13 Oct 2019

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.NET Developers Community Singapore
Session 7: Azure MLOps: Bring your DevOps to Machine Learning
Author: .NET Developers Community Singapore

#dotnetconf #dotnetconfsg #dotnetfoundation Speaker: Cheah Eng Teong Twitter: @walkercet For those who has attended our Hacktoberfest meetup, Eng Teong is a familiar name to you. Eng Teong has been given talks about DevOps in our meetup sessions in the past few years. Today, he joins our .NET Conference again to show us how we can automate testing and deployment of Machine Learning services using Azure DevOps. Website: https://conf.dotnet.sg/ Playlist of .NET Conf SG 2019: https://www.youtube.com/watch?v=5VX-bAcBOWw&list=PLJEtXrSgWKZqkaYgY3PxBjRbA8O2vKEL7

Published at 13 Oct 2019

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.NET Developers Community Singapore
Session 6: How To Integrate ML.NET with a Chat Bot
Author: .NET Developers Community Singapore

#dotnetconf #dotnetconfsg #dotnetfoundation Speaker: Priyanka H. Shah Twitter: @fuzzymind1 Are you a .NET developer interested in Machine Learning? Using ML.NET and Visual Studio you can create the best Machine Learning model for your data. It won't take much time. No Machine Learning experience needed! Then you can use the model in all kinds of applications including Azure Web App Bot. Join Priyanka to see how we can build a smart chatbox together. Website: https://conf.dotnet.sg/ Playlist of .NET Conf SG 2019: https://www.youtube.com/watch?v=5VX-bAcBOWw&list=PLJEtXrSgWKZqkaYgY3PxBjRbA8O2vKEL7

Published at 13 Oct 2019

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.NET Developers Community Singapore
Session 5: Building Real-time Image Classifiers for Mobile Apps with Azure Custom Vision
Author: .NET Developers Community Singapore

#dotnetconf #dotnetconfsg #dotnetfoundation Speaker: Marvin Heng Twitter: @hmheng Is it a cat? Is it a dog? Or is it a rabbit? Marvin, the Microsoft AI MVP, will guide us on how with Azure Custom Vision Cognitive Service, we can create powerful image classifiers in minutes without having to be an AI expert. Just feed the service with images, tag them and train a model that can be exported to run offline into a mobile app for real-time classification experiences. Website: https://conf.dotnet.sg/ Playlist of .NET Conf SG 2019: https://www.youtube.com/watch?v=5VX-bAcBOWw&list=PLJEtXrSgWKZqkaYgY3PxBjRbA8O2vKEL7

Published at 13 Oct 2019

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.NET Developers Community Singapore
Session 4: Development and DevOps of Desktop Apps with .NET Core 3.0
Author: .NET Developers Community Singapore

#dotnetconf #dotnetconfsg #dotnetfoundation Speakers: Sabrina Kay, Goh Chun Lin Twitter: @oh_is_sabrina, @goh_chunlin Sabrina's Blog: https://sabrinaksy.wordpress.com/ Chun Lin's GitHub: https://github.com/goh-chunlin This is our first attempt doing co-speaking over Microsoft Teams with speaker from Malaysia. Sabrina starts the session by sharing with us why it's now time to build .NET desktop applications using the latest .NET Core 3 and cover different ways we can upgrade your WinForm and WPF applications with the cool program try-convert (https://github.com/dotnet/try-convert). Chun Lin then shares about some tips in developing WPF apps in Visual Studio 2019 (v16.4 preview) and XAML Islands. He ends the talk by showing how we can have a Build Pipeline in Azure DevOps for WPF and WinForm apps and how we can release them later on MS App Center. Website: https://conf.dotnet.sg/ Playlist of .NET Conf SG 2019: https://www.youtube.com/watch?v=5VX-bAcBOWw&list=PLJEtXrSgWKZqkaYgY3PxBjRbA8O2vKEL7

Published at 13 Oct 2019

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.NET Developers Community Singapore
Session 3: Introduction to Azure Sphere
Author: .NET Developers Community Singapore

#dotnetconf #dotnetconfsg #dotnetfoundation Speaker: Ben Ishiyama-Levy LinkedIn: https://www.linkedin.com/in/ben-ishiyama-levy/ It's Ben again! In this session, Ben, the CEO of Xamariners, talks about the Azure Sphere. Microsoft has developed the Azure Sphere application platform based on decades of IoT project-based experience. Attend this session for an overview of this astounding device as well as its best-in-class security, powerful hardware, connectivity options, and management. Website: https://conf.dotnet.sg/ Playlist of .NET Conf SG 2019: https://www.youtube.com/watch?v=5VX-bAcBOWw&list=PLJEtXrSgWKZqkaYgY3PxBjRbA8O2vKEL7

Published at 13 Oct 2019

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.NET Developers Community Singapore
Session 2: Mixed Reality with Xamarin and Azure Spatial Anchors
Author: .NET Developers Community Singapore

#dotnetconf #dotnetconfsg #dotnetfoundation Speaker: Ben Ishiyama-Levy LinkedIn: https://www.linkedin.com/in/ben-ishiyama-levy/ Beatboxing from Ben! In this session, Ben, the CEO of Xamariners, walk us through an app built with Azure Spatial Anchors and Xamarin. The app is a shared mixed reality experience built with Xamarin. So we now can get more details about how we can develop our own Pokemon Go! Join this session to learn about how we can harness the power from Mobile and Mixed Reality to build smart and real world interactive applications. Website: https://conf.dotnet.sg/ Playlist of .NET Conf SG 2019: https://www.youtube.com/watch?v=5VX-bAcBOWw&list=PLJEtXrSgWKZqkaYgY3PxBjRbA8O2vKEL7

Published at 13 Oct 2019

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.NET Developers Community Singapore
Session 1: Building Cloud Native Apps with .NET Core 3.0 and Kubernetes
Author: .NET Developers Community Singapore

#dotnetconf #dotnetconfsg #dotnetfoundation Speaker: Nilesh Gule Twitter: @nileshgule Blog: https://www.handsonarchitect.com/ With the latest version of .NET Core, it's now easier than ever to build microservices and cloud native applications. In this demo-filled session, Nilesh will share with us about the latest features, architecture, and support for building enterprise-grade solutions with C#, .NET Core, and Azure Kubernetes Service. Website: https://conf.dotnet.sg/ Playlist of .NET Conf SG 2019: https://www.youtube.com/watch?v=5VX-bAcBOWw&list=PLJEtXrSgWKZqkaYgY3PxBjRbA8O2vKEL7

Published at 13 Oct 2019

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.NET Developers Community Singapore
.NET Conf SG 2019 Keynote
Author: .NET Developers Community Singapore

#dotnetconf #dotnetconfsg #dotnetfoundation Speaker: Riza Marhaban Twitter: @rizamarhaban GitHub: https://github.com/rizamarhaban Are you interested about what's new in .NET Core 3.0 which is released recently (September 2019) together with Blazor, XAML Island, Azure Sphere, Kubernetes, ML.NET, Chatbot, and C# 8? Join Riza in this one-hour talk as he will give us a brief update on the .NET community, open source and details on the new format of this year's community engagement and conference! Website: https://conf.dotnet.sg/ Playlist of .NET Conf SG 2019: https://www.youtube.com/watch?v=5VX-bAcBOWw&list=PLJEtXrSgWKZqkaYgY3PxBjRbA8O2vKEL7

Published at 13 Oct 2019

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.NET Developers Community Singapore
Welcome to .NET Conf SG 2019
Author: .NET Developers Community Singapore

#dotnetconf #dotnetconfsg #dotnetfoundation .NET Conf SG provides a wide selection of sessions featuring speakers from the community and Microsoft MVP. It's a chance to learn, ask questions live, and get inspired for your next software projects. The agenda for .NET Conf SG 2019 is as follows. Keynote: Welcome to .NET Conf Singapore 2019 Riza Marhaban https://www.youtube.com/watch?v=KL5_2HRa0J0 Session 1: Building Cloud Native Apps with .NET Core 3.0 and Kubernetes Nilesh Gule https://www.youtube.com/watch?v=BwQ29ZXHuTg Session 2: Mixed Reality with Xamarin and Azure Spatial Anchors Ben Ishiyama-Levy https://www.youtube.com/watch?v=Hplga0uKr4c Session 3: Introduction to Azure Sphere Ben Ishiyama-Levy https://www.youtube.com/watch?v=-n6ajZEqC6Q Session 4: Development and DevOps of Desktop Apps with .NET Core 3.0 Sabrina Kay, Goh Chun Lin https://www.youtube.com/watch?v=YOuD51np8bM Session 5: Building Real-time Image Classifiers for Mobile Apps with Azure Custom Vision Marvin Heng https://www.youtube.com/watch?v=O4yPECGjktI Session 6: How To Integrate ML.NET with a Chat Bot Priyanka H. Shah https://www.youtube.com/watch?v=jgoHEJS9d9Y Session 7: Azure MLOps: Bring your DevOps to Machine Learning Cheah Eng Teong https://www.youtube.com/watch?v=usjh528JYlk Session 8: Overview On Apriori Machine Learning Algorithm (ML.NET) Cheah Eng Soon https://www.youtube.com/watch?v=jqhxsfC9kS4 Session 9: Architecting .NET Microservices in a Docker Ecosystem Dr. Li Haobin https://www.youtube.com/watch?v=03FkoAJKWYY Meetup: https://www.meetup.com/NET-Developers-SG/events/264889964/ Website: https://conf.dotnet.sg/ ================================================== BLOCK71 is our venue sponsor for this meetup. Kindly support and find out more about them by subscribing to their newsletters: https://singapore.block71.co/community/for-community/newsletters

Published at 13 Oct 2019

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Cheah Eng Teong
线性回归的从零开始
Author: Cheah Eng Teong

可以看出,仅使用NDArray和autograd模块就可以很容易地实现一个模型。

Published at 13 Oct 2019

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.NET Developers Community Singapore
[October 2019 Meetup] Hacktoberfest 2019: Singapore Meetup
Author: .NET Developers Community Singapore

Hacktoberfest — brought to you by DigitalOcean in partnership with DEV — is a month-long celebration of open source software. Maintainers are invited to guide would-be contributors towards issues that will help move the project forward, and contributors get the opportunity to give back to both projects they like and others they've just discovered. No contribution is too small — bug fixes and documentation updates are valid ways of participating. Hacktoberfest events are welcoming, open, and inclusive. Please read our Events Code of Conduct (https://do.co/hacktoberconduct) before attending. Happy hacking! Agenda 0. Opening (0:00) 1. How To Create a Pull Request on GitHub - Eng Soon, Microsoft MVP (5:05) 2. Community Talk - Chun Lin (29:00) 3. Industrial Talk - Taka-san from Hakovo (35:20) 4. Industrial Talk - Bernard from VIPGrad (41:21) 5. Planning for DevOps - Eng Teong, Microsoft MVP (50:14) 6. Closing (1:02:29) Meetup: https://www.meetup.com/AzureSG/events/265122447/ Website: http://dotnet.sg/ GitHub: https://github.com/sg-dotnet ================================================== BLOCK71 is our venue sponsor for this meetup. Kindly support and find out more about them by subscribing to their newsletters: https://singapore.block71.co/community/for-community/newsletters

Published at 12 Oct 2019

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Cheah Eng Teong
Linear Regression Implementation from Scratch
Author: Cheah Eng Teong

We saw how a deep network can be implemented and optimized from scratch, using just NDArray and autograd, without any need for defining layers, fancy optimizers, etc. This only scratches the surface of what is possible.

Published at 11 Oct 2019

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Cheah Eng Soon
Respond to and remediate security issues
Author: Cheah Eng Soon

Azure Security Center Series (13) - Respond to and Remediate Security Issues

Published at 30 Sep 2019

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Cheah Eng Soon
Configure security policies to manage data
Author: Cheah Eng Soon

Azure Security Center Series (14) - Configure security policies to manage data

Published at 30 Sep 2019

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.NET Developers Community Singapore
[September 2019 Meetup] Azure Information Protection and Azure Sphere
Author: .NET Developers Community Singapore

In this session, we are proud to have Sabrina and Snake (Microsoft MVP) from Malaysia to share with us some interesting topics about Azure Information Protection as well as Azure Sphere. Opening - Chun Lin (starts from 2:21) Session 1: Automate Your Protection of Sensitive Information - Sabrina (starts from 6:26) Having trouble to prevent sensitive data leaked from organization? Azure Information Protection is the new Rights Management for protecting your sensitive data, based on its automation capability and flexibility choices of what sensitive data to protect. Users can track and revoke protected documents from unrecognized location or from unauthorized person. Session 2: Introduction to Azure Sphere - Snake (starts from 44:39) With billions of new tech devices connected, organizations need to secure them to help protect data, privacy, physical safety, and infrastructure. Azure Sphere builds on decades of Microsoft experience in hardware, software, and cloud to provide a turnkey solution for IoT devices. Learn how Azure Sphere can help us to embrace IoT innovation with confidence. Closing and Announcement of .NET Conf SG and Hacktoberfest - Chun Lin (starts from 1:06:08) Meetup: https://www.meetup.com/AzureSG/events/264785645/ Website: http://dotnet.sg/ •••••••••••• Music By ••••••••••••• Song Title: Times Of Change Jay Man - OurMusicBox http://www.youtube.com/c/ourmusicbox

Published at 24 Sep 2019

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Cheah Eng Soon
Using Azure Machine Learning service to cloud accelerate deep learning
Author: Cheah Eng Soon

Global AI Nights, 5 September 2019, Singapore. Intermediate Track

Published at 05 Sep 2019

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Cheah Eng Soon
Introduction to Azure Blueprints
Author: Cheah Eng Soon

Azure Blueprints helps you deploy and update cloud environments in a repeatable manner using composable artifacts such as Azure Resource Manager templates to provision resources, role-based access controls, and policies.

Published at 01 Sep 2019

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Cheah Eng Soon
Journey to Azure Sentinel
Author: Cheah Eng Soon

Microsoft Azure Sentinel is a new Cloud native SIEM service with built-in AI for analytics that removes the cost and complexity of achieving a central and focused near real-time view of the active threats in your environment. Azure Sentinel is in preview today. Follow the link to try for yourself https://aka.ms/AzureSentinel

Published at 31 Aug 2019

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Cheah Eng Soon
Configure security policies by using Azure Security Center
Author: Cheah Eng Soon

Azure Security Center Series (11) - Configure Security Policies by using Azure Security Center

Published at 31 Aug 2019

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Cheah Eng Soon
Manage Security Alerts
Author: Cheah Eng Soon

Azure Security Center Series (12) - Manage Security Alerts

Published at 31 Aug 2019

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.NET Developers Community Singapore
[August 2019 Meetup] O2DES.NET for Building Smart Digital Twins
Author: .NET Developers Community Singapore

In this session, we are proud to have Prof Li Haobin from National University of Singapore to share with us about the O2DES Framework for Building Smart Digital Twins in the Era of Industry 4.0. Although some commercial simulation packages implemented partial of the features in their solutions, due to the nature of activity-based modelling paradigm, they are not flexible enough to integrate all the features or take any further extension into the model. To cope such challenges, Prof Li’s team developed a new model of the resource-constrained queues (RCQ) with O2DES framework adopting both event/state-based paradigm. Meetup: https://www.meetup.com/AzureSG/events/264130965/ Website: http://dotnet.sg/

Published at 28 Aug 2019

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.NET Developers Community Singapore
[August 2019 Meetup] AI Builder with PowerApps
Author: .NET Developers Community Singapore

In this session, Eng Soon, Microsoft MVP for Artificial Intelligence, shares with us how to enhance our apps and business processes with AI that is easy to build and configure within PowerApps. Meetup: https://www.meetup.com/AzureSG/events/264130965/ Website: http://dotnet.sg/

Published at 28 Aug 2019

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Cheah Eng Soon
Configure security services
Author: Cheah Eng Soon

Azure Security Center Series (10) - Configure Security Services

Published at 31 Jul 2019

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Cheah Eng Soon
Implement Subscription Security
Author: Cheah Eng Soon

Azure Security Series (9) - Implement Subscription Security

Published at 31 Jul 2019

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Cheah Eng Soon
4 Steps Integrate Microsoft Graph with Bot Framework v4
Author: Cheah Eng Soon

4 Steps Integrate Microsoft Graph with Bot Framework v3&v4

Published at 31 Jul 2019

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Cheah Eng Soon
Implement Platform Security
Author: Cheah Eng Soon

Azure Security Series (8) - Implement Platform Security

Published at 01 Jul 2019

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Cheah Eng Soon
Implement Host Security
Author: Cheah Eng Soon

Azure Security Series (7) - Implement Host Security

Published at 30 Jun 2019

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Marvin Heng
Azure Machine Learning - Export Data to Azure SQL
Author: Marvin Heng

This video demonstrate how you can export data from Azure Machine Learning Studio to Azure SQL automatically. #azureML #machinelearning #ai

Published at 25 Mar 2018

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Marvin Heng
AI: Introduction to Deep Learning with Cognitive ToolKit
Author: Marvin Heng

Brief explanation about Deep Learning & Microsoft Cognitive ToolKit (CNTK). Slides available @ SlideShare : https://www.slideshare.net/HiangMengHengMarvin/aimldl-introduction-to-deep-learning-with-cognitive-toolkit By Marvin Heng Twitter: @hmheng Blog: https://hmheng.pinsland.com

Published at 17 Mar 2018

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Marvin Heng
AI: Improve Business With AI Chatbot Agent with Natural Language Capabilities
Author: Marvin Heng

Getting right people to do consistently right things is always not easy. Learn how to use Azure Bot Framework to create a chatbot agent to improve your customer satisfaction and unlock new possibilities. By Marvin Heng Twitter: @hmheng Blog: http://hmheng.pinsland.com

Published at 04 Mar 2018

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Marvin Heng
Azure Machine Learning
Author: Marvin Heng

Azure Machine Learning is an integrated, end-to-end data science and advanced analytics solution. It enables data scientists to prepare data, develop experiments, and deploy models at cloud scale. Learn Azure Machine Learning with us. Speaker : Marvin Heng, AI Enthusiast Organized by Eng Soon Cheah , Microsoft MVP By Marvin Heng Twitter: @hmheng Blog: http://hmheng.pinsland.com

Published at 28 Jan 2018

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Marvin Heng
Microsoft Tech Summit 2018 in a glance
Author: Marvin Heng

#mstechsummit #2018 #msft #singapore By Marvin Heng Twitter: @hmheng Blog: hmheng.pinsland.com

Published at 25 Jan 2018

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Marvin Heng
Artificial Intelligent: Enabling Light Control with Natural Language Voice Command
Author: Marvin Heng

An Enhanced Version to the previous Voice Command App, that will use not only Bing Speech API but also LUIS API provided by Microsoft to offer better understanding of your voice command. Learn More @ https://wp.me/p9i67S-9H By Marvin Heng Twitter: @hmheng Blog: hmheng.pinsland.com

Published at 23 Dec 2017

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Marvin Heng
Artificial Intelligent: Controlling LED Lighting Using Voice Command
Author: Marvin Heng

This video demonstrate how we can use Microsoft Cognitive Service's Bing Speech API to develop a Voice Command Feature and integrate it into .NET App to voice control the Arduino IoT Device. Learn More @ https://wp.me/p9i67S-9o By Marvin Heng Twitter: @hmheng Blog: hmheng.pinsland.com

Published at 16 Dec 2017

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Marvin Heng
My First .NET App With Arduino IoT Device
Author: Marvin Heng

This video demonstrate how I developed a WPF application that controls Arduino - IoT Device through a serial connection. Read more in detail @ https://wp.me/p9i67S-8k By Marvin Heng Twitter: @hmheng Blog: hmheng.pinsland.com

Published at 01 Dec 2017

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Marvin Heng
Artificial Intelligent: Intelligent Bot With Microsoft Bot Framework & Azure
Author: Marvin Heng

Learn how to create an artificial intelligent bot hosted on the cloud with Microsoft Bot Framework. Read more @ http://hmheng.pinsland.com/2017/11/08/intelligent-bot-cloud-microsoft-bot-framework-azure/ By Marvin Heng Twitter: @hmheng Blog: hmheng.pinsland.com

Published at 11 Nov 2017

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Marvin Heng
App Development: How Mobile App Can Communicate With IoT Device via Network
Author: Marvin Heng

Enabling your mobile app communicate with IoT Devices via Network Protocol, as such, UDP. #xamarin #dotnet #iot #mobileapp #app #development Click here for viewing full tutorial @ https://wp.me/p9i67S-5a Twitter: @hmheng Blog: hmheng.pinsland.com

Published at 02 Nov 2017

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Marvin Heng
App Development : Create Cross Platform Mobile App With .NET Standard 2.0
Author: Marvin Heng

Marvin Heng - Today, we are going to learn how to create a Cross Platform Mobile App,with the latest .NET Standard 2.0 in C#! It's just easy and fast! .NET Standard 2.0 has provided more APIs than ever now! Full Tutorial: http://hmheng.pinsland.com/2017/10/30/cross-platform-mobile-app-with-net-standard-2-0/ Prepared by hmheng Twitter: @hmheng Blog: http://hmheng.pinsland.com Music Credit: https://www.bensound.com/

Published at 30 Oct 2017

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Marvin Heng
App Development: Create Cross Platform Mobile App with Just 6 Steps
Author: Marvin Heng

Marvin Heng - Going through this video, 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 http://hmheng.pinsland.com/2017/10/28/create-cross-platform-mobile-app-with-just-6-steps/ By Marvin Heng Twitter: @hmheng Blog: http://hmheng.pinsland.com Music Credit: https://www.bensound.com/

Published at 28 Oct 2017

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