Unleashing Your Data with Power BI Machine Learning and OpenAI: Embark on a data adventure and turn your raw data into meaningful insights

Unleash the full potential of Power BI with the integration of AI and machine learning techniques using OpenAI

Purchase of the print or Kindle book includes a free PDF eBook

Key Features:

• 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

Book 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 along with integration of OpenAI into the solution
• 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 along with integration of OpenAI into the solution

Who this book is for:

This book is for data science and BI professionals looking to expand their skill sets into Power BI machine learning and OpenAI. This book is also useful for data scientists, data analysts, and IT professionals who want to learn how to incorporate OpenAI into Power BI for advanced experience

發揮 Power BI 的全部潛力，並使用 OpenAI 的人工智慧和機器學習技術進行整合

購買印刷版或 Kindle 版書籍將包含免費的 PDF 電子書

主要特點：
- 使用 FAA 航空公司數據的實際示例，透過 Power BI 機器學習和 OpenAI 一同起飛
- 利用 OpenAI 解鎖 Power BI 的全部潛力，進行高級分析
- 設計令人驚豔的數據呈現，實現與 OpenAI 的機器學習工具和技術的無縫整合

書籍描述：
Microsoft Power BI 是企業希望做出數據驅動決策並發揮數據潛力的終極解決方案。《使用 Power BI 機器學習和 OpenAI 發揮數據潛力》專為數據科學家和商業智能專業人士設計，旨在通過使用人工智慧來改進現有的解決方案和工作負載。

本書通過使用工作坊式的數據故事，介紹了 Power BI 機器學習的數據輸入、數據建模、分析和預測分析的細節。在此過程中，您將了解人工智慧功能、人工智慧可視化、R/Python 整合以及 OpenAI 整合。

工作坊式的內容讓您能夠在實際挑戰中練習所學，獲得實踐經驗。此外，您還將通過可複製的示例和參考資料逐步了解人工智慧/機器學習。從增強數據可視化到構建 SaaS Power BI 機器學習模型，再到整合 Azure OpenAI，本書將幫助您在 Power BI 中開啟新的能力。

通過閱讀本書，您將具備在 Power BI 中建立機器學習模型的能力，規劃商業智能和機器學習項目，了解 R/Python 可視化與 Power BI，並引入 OpenAI 來增強您的分析解決方案。

您將學到：
- 發現在 Power BI 中實施人工智慧和機器學習能力的最佳實踐，以及如何將 OpenAI 整合到解決方案中
- 瞭解如何將 OpenAI 和認知服務整合到 Power BI 中
- 探索如何在 Power BI 中建立 SaaS 自動機器學習模型
- 瞭解 R/Python 與 Power BI 的整合
- 增強數據可視化以進行機器學習特徵發現
- 發現如何使用人工智慧和機器學習能力改進現有的解決方案和工作負載，並將 OpenAI 整合到 Power BI 中
- 獲得在 Power BI 中成功使用人工智慧和機器學習能力以及將 OpenAI 整合到解決方案中的技巧和訣竅

本書適合對數據科學和商業智能專業人士，希望將其技能擴展到 Power BI 機器學習和 OpenAI 領域的讀者。同樣，本書也適用於希望學習如何將 OpenAI 整合到 Power BI 中以獲得高級體驗的數據科學家、數據分析師和 IT 專業人士。