Sign In Start Free Trial
Account

Add to playlist

Create a Playlist

Modal Close icon
You need to login to use this feature.
  • Book Overview & Buying Power BI Machine Learning and OpenAI
  • Table Of Contents Toc
Power BI Machine Learning and OpenAI

Power BI Machine Learning and OpenAI

By : Greg Beaumont
4.9 (8)
close
close
Power BI Machine Learning and OpenAI

Power BI Machine Learning and OpenAI

4.9 (8)
By: Greg Beaumont

Overview of this book

Microsoft Power BI is the ultimate solution for businesses looking to make data-driven decisions and unlock the full potential of their data. Unleashing Your Data with Power BI Machine Learning and OpenAI is designed for data scientists and BI professionals seeking to improve their existing solutions and workloads using AI. The book explains the intricacies of the subject by using a workshop-style data story for data ingestion, data modeling, analytics, and predictive analytics with Power BI machine learning. Along the way, you’ll learn about AI features, AI visuals, R/Python integration, and OpenAI integration. The workshop-style content allows you to practice all your learnings in real-life challenges and gain hands-on experience. Additionally, you’ll gain an understanding of AI/ML, step by step, with replicable examples and references. From enhancing data visualizations to building SaaS Power BI ML models, and integrating Azure OpenAI, this book will help you unlock new capabilities in Power BI. By the end of this book, you’ll be well-equipped to build ML models in Power BI, plan projects for both BI and ML, understand R/Python visuals with Power BI, and introduce OpenAI to enhance your analytics solutions.
Table of Contents (21 chapters)
close
close
1
Part 1: Data Exploration and Preparation
6
Part 2: Artificial Intelligence and Machine Learning Visuals and Publishing to the Power BI Service
10
Part 3: Machine Learning in Power BI
15
Part 4: Integrating OpenAI with Power BI

Exploring data with Python visuals

In addition to R, Power BI also supports Python queries and visuals. Python is a very popular language that is also frequently used by data scientists. Per the requirements at the beginning of this chapter, you’ll need to install Python on your local machine for Power BI Desktop: https://learn.microsoft.com/en-us/power-bi/connect-data/desktop-python-visuals.

In the FAA Wildlife Strike data, Height and Speed are both fields that can be recorded for reports. Height is a measure in feet from the ground at which an incident happened, while speed is a measure of the speed the aircraft was traveling when it was struck by wildlife. You will take a look at both of these metrics using Python histograms so that you can compare the distribution of those values when selecting different filters.

You will follow these steps:

  1. Preparing the data for the Python histogram.
  2. Building the Python histogram visualization and add it to your report...
Visually different images
CONTINUE READING
83
Tech Concepts
36
Programming languages
73
Tech Tools
Icon Unlimited access to the largest independent learning library in tech of over 8,000 expert-authored tech books and videos.
Icon Innovative learning tools, including AI book assistants, code context explainers, and text-to-speech.
Icon 50+ new titles added per month and exclusive early access to books as they are being written.
Power BI Machine Learning and OpenAI
notes
bookmark Notes and Bookmarks search Search in title playlist Add to playlist download Download options font-size Font size

Change the font size

margin-width Margin width

Change margin width

day-mode Day/Sepia/Night Modes

Change background colour

Close icon Search
Country selected

Close icon Your notes and bookmarks

Confirmation

Modal Close icon
claim successful

Buy this book with your credits?

Modal Close icon
Are you sure you want to buy this book with one of your credits?
Close
YES, BUY

Submit Your Feedback

Modal Close icon
Modal Close icon
Modal Close icon