Book description
Create applications using Industry 4.0. Discover how artificial intelligence (AI) and machine learning (ML) capabilities can be enhanced using the Internet of things (IoT) and secured using Blockchain, so your latest app can be not just smarter but also more connected and more secure than ever before. This book covers the latest easy-to-use APIs and services from Microsoft, including Azure IoT, Cognitive Services APIs, Blockchain as a Service (BaaS), and Machine Learning Studio.
As you work through the book, you’ll get hands-on experience building an example solution that uses all of these technologies—an IoT suite for a smart healthcare facility. Hosted on Azure and networked using Azure IoT, the solution includes centralized patient monitoring, using Cognitive Services APIs for face detection, recognition, and tracking. Blockchain is used to create trust-based security and inventory management. Machine learning is used to create predictive solutions to proactively improve quality of life. By the end of the book, you’ll be confident creating richer and smarter applications using these technologies.
What You’ll Learn
- Know the technologies underpinning Industry 4.0 and AI 2.0
- Develop real-time solutions using IoT in Azure
- Bring the smart capabilities of AI 2.0 into your application using a simple API call
- Host and manage your solution on Azure
- Understand Blockchain as a Service
- Capture and analyze data on the fly
- Make predictions using existing data
Who This Book Is For
Novice and intermediate .NET developers and architects who want to learn what it takes to create a modern or next-generation application
Table of contents
- Cover
- Front Matter
- 1. The Artificial Intelligence 2.0 Revolution
- 2. Understanding the Internet of Things and Azure IoT Suite
- 3. Creating Smart IoT Applications
- 4. Understanding Cognitive APIs
- 5. Consuming Microsoft Cognitive APIs
- 6. Building Smarter Applications Using Cognitive APIs
- 7. Understanding Blockchain
- 8. Implementing Blockchain as a Service
- 9. Capturing, Analyzing, and Visualizing Real-Time Data
- 10. Making Predictions with Machine Learning
- Back Matter
Product information
- Title: IoT, AI, and Blockchain for .NET: Building a Next-Generation Application from the Ground Up
- Author(s):
- Release date: August 2018
- Publisher(s): Apress
- ISBN: 9781484237090
You might also like
book
IoT Solutions in Microsoft's Azure IoT Suite: Data Acquisition and Analysis in the Real World
Collect and analyze sensor and usage data from Internet of Things applications with Microsoft Azure IoT …
article
Run Llama-2 Models Locally with llama.cpp
Llama is Meta’s answer to the growing demand for LLMs. Unlike its well-known technological relative, ChatGPT, …
book
Developing Bots with Microsoft Bots Framework: Create Intelligent Bots using MS Bot Framework and Azure Cognitive Services
Develop Intelligent Bots using Microsoft Bot framework (C# and Node.js), Visual Studio Enterprise & Code, Microsoft …
book
Designing Internet of Things Solutions with Microsoft Azure: A Survey of Secure and Smart Industrial Applications
Build a strong and efficient IoT solution at industrial and enterprise level by mastering industrial IoT …
