Power BI Machine Learning and OpenAI: Explore data through business intelligence, predictive analytics, and text generation

Price: $49.99 – $47.42
(as of Dec 24,2024 15:19:18 UTC – Details)

From the Publisher

What makes this book different from other Power BI machine learning books?

Unlike similar resources that feature training data, the data used for this book is real data from the Federal Aviation Administration (FAA), providing an example of real-world data.

This book also features a unique step-by-step GitHub repo that follows the examples in the chapters, which enables you to recreate the content from those readings for hands-on learning. At the same time, your journey is structured so that you can progress from raw data to ML and OpenAI, learning via a real-world end-to-end data experience.

How has your experience helped you write this book?

I have worked on many different real-world data projects with hundreds of customers, in many different industries. Based on my experience, two common threads among data professionals are the need for time and easily accessible training materials.

Data professionals are frequently pressured to deliver new content on aggressive timelines, yet the rapidly changing technologies in the data space require frequent continuous training. One of my goals for this book was to create easily consumable workshop-style content that will help readers skill up quickly, on-demand, and in a format that is enjoyable to read.

How can Power BI Machine Learning and OpenAI help you to leverage Power BI and OpenAI together?

Power BI professionals are usually accustomed to working with structured data that exists in rows and columns. This book provides examples on how you can expand your existing use cases to include generative AI for added value.

I’ve chosen the workshop format with the GitHub repo to help readers implement these examples for hands-on experience, and with both OpenAI and Microsoft Azure OpenAI. These examples will also contain architectural patterns to help you leverage OpenAI for summarization and text generation for numerous instances in historical databases.

How does this book cater to both beginners and more experienced practitioners in the field of data science and machine learning?

The Power BI ML tools in this book are no-code SaaS tools that are designed for beginners. The book is a great way for BI professionals to learn about ML and related use cases, while experienced data science professionals will learn more about Power BI and some of the tools that can be used for reporting and prepping data for data science projects.

The end-to-end workshop-style approach with an affiliated Git repo will give you hands-on experience with ML and help you build a project that you can show in interviews and on resumes.

Publisher ‏ : ‎ Packt Publishing (May 31, 2023)
Language ‏ : ‎ English
Paperback ‏ : ‎ 308 pages
ISBN-10 ‏ : ‎ 183763615X
ISBN-13 ‏ : ‎ 978-1837636150
Item Weight ‏ : ‎ 1.19 pounds
Dimensions ‏ : ‎ 9.25 x 7.52 x 0.65 inches

In today’s data-driven world, businesses are constantly looking for ways to gain insights and make informed decisions. One powerful tool that is revolutionizing the way companies analyze data is Power BI Machine Learning, which combines business intelligence with advanced analytics to provide actionable insights.

With Power BI Machine Learning, businesses can harness the power of predictive analytics to forecast trends, identify patterns, and make data-driven decisions. By using algorithms and statistical models, companies can uncover hidden patterns in their data and make predictions about future outcomes.

But the power of Power BI Machine Learning doesn’t stop there. With the integration of OpenAI’s text generation capabilities, businesses can now analyze and generate text data to uncover insights and trends that were previously inaccessible. By using natural language processing and machine learning, companies can extract valuable information from text data sources such as social media, customer reviews, and surveys.

By combining the power of Power BI Machine Learning and OpenAI, businesses can explore their data in new and innovative ways, helping them make better decisions and stay ahead of the competition. Whether it’s analyzing customer sentiment, forecasting sales trends, or generating insights from text data, the possibilities are endless with Power BI Machine Learning and OpenAI.
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