Business Intelligence and Data Analysis in the Age of AIКНИГИ » ОС И БД
Название: Business Intelligence and Data Analysis in the Age of AI Автор: Arshad Khan Издательство: Mercury Learning & Information Год: 2025 Страниц: 341 Язык: английский Формат: pdf (true), epub Размер: 18.1 MB
Unlock data-driven decision-making with Business Intelligence and Data Analysis in the Age of AI. This book embarks on a journey through the evolving landscape of Business Intelligence (BI) and data analysis, exploring the intersection of traditional methodologies with cutting-edge Artificial Intelligence (AI) technologies.
The book begins with an introduction to BI, then explores the analytics process and essential tools. Chapters on understanding data, big data, and data integration provide insights into managing and effectively leveraging vast amounts of information. Additionally, topics such as governance, security, privacy, and ethics shed light on the ethical considerations and regulatory frameworks surrounding data usage.
As we delve deeper, we explore the intricacies of data warehousing, data lakes, extraction, transformation, and loading (ETL) and data design. We will introduce you to the benefits and application of programming languages like R, SQL, and Python, which are extensively used for data manipulation and analysis.
The journey continues with chapters dedicated to reporting in BI, cloud computing, and data visualization, emphasizing the importance of presenting data in meaningful and accessible formats. Furthermore, we explore predictive analytics, unlocking the potential to forecast future trends and outcomes based on historical data. In the latter part of the book, we examine advanced topics such as fundamental and advanced insights in data analysis.
Whether you are a seasoned data professional or a novice navigating the world of BI and data analysis, this book serves as a comprehensive guide to understanding, implementing, and leveraging AI in the age of data-driven decision-making. Join us on this enlightening journey as we unravel the intricacies of BI and data analysis in the era of AI.
Features: BI Fundamentals: Master analytics processes and tools Ethical and Regulatory Challenges: Navigate governance, security, privacy, and ethical frameworks BI Tools: Learn the power of tools like R, SQL, Python, and data manipulation techniques Visualize and Predict: Learn data visualization and predictive analytics to forecast trends and drive innovation Embrace the Future: Discover how AI transforms BI, unlocking new opportunities and navigating emerging risks.
Скачать Business Intelligence and Data Analysis in the Age of AI
Навигация
Вход на сайт
Реклама
Business Intelligence and Data Analysis in the Age of AI 
