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Key benefits

Take flight with Power BI machine learning and OpenAI using hands-on examples from the FAA airline data

Unlock the full potential of Power BI for advanced analytics using OpenAI

Design stunning data presentations, seamless integration of machine learning tools and technologies with OpenAI

Description

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.

What you will learn

Discover best practices for implementing AI and ML capabilities in Power BI using OpenAI

Understand how to integrate OpenAI and cognitive services into Power BI

Explore how to build a SaaS auto ML model within Power BI

Gain an understanding of R/Python integration with Power BI

Enhance data visualizations for ML feature discovery

Discover how to improve existing solutions and workloads using AI and ML capabilities in Power BI with OpenAI

Acquire tips and tricks for successfully using AI and ML capabilities in Power BI using OpenAI

What do you get with eBook?

Instant access to your Digital eBook purchase

Download this book in EPUB and PDF formats

Access this title in our online reader with advanced features

DRM FREE - Read whenever, wherever and however you want

AI Assistant (beta) to help accelerate your learning

Frequently bought together

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Total $ 154.97

Vinod Sangare Aug 07, 2023

This unique book promises to take us on an impactful learning journey at the intersection of business intelligence, machine learning, and artificial intelligence. The author has crafted an applied, hands-on approach using real-world FAA data that allows Power BI professionals to skill up on ML and AI in a practical workshop format. Rather than a technical manual on the specifics of Power BI ML, the goal is a holistic educational experience about bringing together BI, ML, and AI to prepare for the future of data analytics.This book fills an important gap by using a full project walkthrough to teach Power BI users about incorporating ML in the context of actual workflows. The inclusion of OpenAI provides a cutting-edge capstone to the journey. The complimentary GitHub repository allows readers to recreate the entire end-to-end solution along the way.The author has struck a good balance between providing beginner-friendly ML training for BI professionals using Power BI ML tools and setting appropriate expectations around production-level ML rigor. Cautioning against over-reliance on no code BI ML tools for highly accurate use cases is wise guidance.Overall, this book appears well-positioned to advance analytics skill sets for BI professionals on ML and AI while also allowing ML experts to gain valuable BI project perspective. The blend of technical training and conceptual discussion about bringing together different data disciplines sets it apart from more narrowly specialized analytics books. Following the preface, one anticipates an educational experience that will provide immediately applicable new skills combined with thought leadership about data convergence. For BI professionals looking to expand their capabilities or ML experts seeking cross-disciplinary learnings, this book represents an incredibly valuable opportunity. The author has laid out a compelling vision and roadmap in the preface for a book that should empower readers to flourish in the future of analytics.

Amazon Verified review

Yiqiao Yin Sep 13, 2023

The comprehensive nature of "Unleashing Your Data with Power BI Machine Learning and OpenAI" establishes it as an indispensable resource for those at the forefront of data analysis and interpretation. Using the FAA airline data as its primary case study, the text provides an intricate exploration of the synergies between Microsoft's Power BI and OpenAI. The significance of this integration can hardly be overstated, as it has the potential to redefine the paradigms of data-driven decision-making in contemporary business environments.The book adopts a workshop-style narrative that meticulously guides readers through the multifaceted processes of data ingestion, modeling, analytics, and predictive analysis. In doing so, it unveils the intricate landscape of AI features and their utility. Particularly noteworthy is the attention given to the integration of R and Python, and the pivotal role of OpenAI. It is a testament to the authors' dedication that the text manages to strike a delicate balance between theoretical rigor and practical application.By the conclusion of this tome, readers are not merely equipped with a cursory understanding of Power BI and OpenAI; rather, they are bestowed with a profound mastery over the orchestration of BI and ML. The expertise gained extends to the nuanced implementation of R/Python visuals, positioning practitioners at the vanguard of their respective fields.This text is primarily tailored for professionals in data science, business intelligence, and IT sectors. However, its depth and scope ensure that even those outside these disciplines, but with a vested interest in advanced data methodologies, will find it a worthy addition to their libraries. In summation, "Unleashing Your Data with Power BI Machine Learning and OpenAI" is a scholarly triumph that promises to be a seminal reference for years to come.

Amazon Verified review

tt0507 Aug 04, 2023

The book provides a comprehensive guide on using Power BI and combines them with machine learning. The books are a great way to practice implementing pipelines from machine learning to visualization. GitHub repo can be used for review and provides sufficient detail.

Amazon Verified review

Om S Jul 25, 2023

If you're a data enthusiast like me, "Unleashing Your Data with Power BI Machine Learning and OpenAI" is an absolute gem that should be on your reading list. From the moment I delved into its pages, I was captivated by the practical approach it takes to integrate AI and machine learning into the powerful platform of Power BI.The book starts off strong, using real-world examples from FAA airline data to showcase how Power BI can be harnessed for advanced analytics. As a data scientist, I found the workshop-style data story immensely valuable for learning about data ingestion, modeling, and predictive analytics. What sets this book apart is the seamless integration of OpenAI into the mix, unlocking endless possibilities for enhancing data presentations and driving data-driven decisions.The authors have a knack for breaking down complex AI concepts into digestible pieces, making it easy for readers to follow along. Throughout the journey, I couldn't help but appreciate the hands-on experience the book offers, allowing me to practice my learnings and gain confidence in my skills.What impressed me most was the section on building SaaS Power BI ML models and exploring R/Python visuals. These insights have significantly expanded my skill set, empowering me to tackle more challenging analytics solutions with ease.The book's step-by-step approach to implementing AI and ML capabilities in Power BI is truly commendable. Even for those new to the AI world, the examples and references provided offer a clear understanding of the subject matter.I must say that the chapters on deploying data ingestion components to the Power BI Cloud Service and evaluating ML models were real game-changers for me. It's evident that the authors' expertise shines through in these sections, providing practical tips and tricks for success."Unleashing Your Data with Power BI Machine Learning and OpenAI" is more than just a book; it's a comprehensive guide that equips data science and BI professionals with the tools to unleash the full potential of their data. Whether you're looking to enhance your data visualizations or incorporate OpenAI into your analytics solutions, this book covers it all.In conclusion, if you're ready to take your data analytics journey to the next level, this book is a must-have. With its hands-on examples, practical insights, and holistic approach to Power BI machine learning and OpenAI, you'll be well-equipped to tackle any data challenge that comes your way. Trust me; this book is a game-changer!

Amazon Verified review

Chaitanya Yadav Jul 17, 2023

Unleashing Your Data with Power BI Machine Learning and OpenAI is a hands-on guide for Power BI professionals who want to learn how to use machine learning (ML) and artificial intelligence (AI) to enhance their data analysis and visualization capabilities. The book covers a wide range of topics, from data discovery and exploration to building ML models and using OpenAI to generate text and summarize data.Overall, Unleashing Your Data with Power BI Machine Learning and OpenAI is a valuable resource for Power BI professionals who want to learn how to use ML and AI to enhance their data analysis and visualization capabilities.

Amazon Verified review

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

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