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Power BI Machine Learning and OpenAI

Power BI Machine Learning and OpenAI

By : Greg Beaumont
4.9 (8)
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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)
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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

Index

As this ebook edition doesn't have fixed pagination, the page numbers below are hyperlinked for reference only, based on the printed edition of this book.

A

accuracy report

for Predict Damage ML 174, 175

Aircraft Mass Code 102-104

Aircraft Type Info 50-54

query 43

analytic report

building, to discover and select features for Predict Damage ML model 79-82

building, to discover and select features for Predict Height ML model 88-92

building, to discover and select features for Predict Size ML model 83-88

API key

reference link 253

area under the curve (AUC) 165

Azure OpenAI 239

configuring, for use in Power BI solution 252

Power BI dataflow, preparing for 254, 255

Azure OpenAI functions 255

creating, in Power BI dataflows 255

Power BI dataflow, creating 256-258

using, in Power BI dataflows 258-262

B

bias 191

binary prediction ML model, Power BI

building 154-159

training 154-159

binary...

CONTINUE READING
83
Tech Concepts
36
Programming languages
73
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Power BI Machine Learning and OpenAI
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