March 2024
Intermediate to advanced
472 pages
11h 46m
English
Content preview from Artificial Intelligence with Microsoft Power BI
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Chapter 7. Diving Deeper: Using Azure AI Services
Microsoft is making considerable investments in artificial intelligence and business solutions. AI is one of the building blocks of the future, along with mixed reality, quantum computing, and blockchain.
All of these technologies, however, are data hungry. As a consequence, organizations are moving toward an intelligent data platform and therefore will need to consider better ways of handling their data. They may need to design and implement a data modernization strategy, which could mean upgrading on-premises estates, planning hybrid estates, or becoming cloud-first such that the organization prioritizes storing new data only in the cloud. As businesses expand to 24-hour global operations, they will need to consider how to manage and monitor globally distributed datasets while offering cloud-scale analytics to ensure that they are making the right decisions at the speed of the global customer.
Businesses also need to trust the results of these technologies, and data visualization is one crucial way of helping companies to make data-based and AI-based decisions. Power BI can build trust in the data and AI operations.
We can use AI tools, such as ChatGPT, for assistance from a business or personal perspective, using natural language to interact with them. For example, ChatGPT can help you create a data dictionary. In fact, we will do this in one of the chapter exercises. However, it’s not enough to throw a few questions at ChatGPT ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.