Mastering AI: From Algorithms to Applications: AI Models Built Using KNIME Data Analytics
暫譯: 掌握人工智慧:從演算法到應用:使用 KNIME 數據分析構建的 AI 模型
Talreja, Nitin, Krishna, Hari C.
- 出版商: Independently Published
- 出版日期: 2024-11-18
- 售價: $1,460
- 貴賓價: 9.8 折 $1,430
- 語言: 英文
- 頁數: 306
- 裝訂: Quality Paper - also called trade paper
- ISBN: 9798346251262
- ISBN-13: 9798346251262
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相關分類:
Machine Learning
海外代購書籍(需單獨結帳)
商品描述
Unlock the Power of Artificial Intelligence.In a world where AI is rapidly transforming industries and reshaping our daily lives, understanding the fundamentals of artificial intelligence has never been more important. Mastering AI is your essential guide to navigating the world of AI-from its foundational concepts to its cutting-edge applications.
This book breaks down complex topics like machine learning, neural networks, and natural language processing into clear, accessible language. Whether you're a business leader looking to leverage AI for growth, a tech enthusiast, or a curious learner.
AI has the ability to decrease costs, improve productivity, and increase revenue. These benefits do however come with certain risks. In order to understand and harness AI's full potential, this book will give you the knowledge and tools you need to make sense of the AI revolution.Inside Mastering AI, you'll explore:
This book breaks down complex topics like machine learning, neural networks, and natural language processing into clear, accessible language. Whether you're a business leader looking to leverage AI for growth, a tech enthusiast, or a curious learner.
AI has the ability to decrease costs, improve productivity, and increase revenue. These benefits do however come with certain risks. In order to understand and harness AI's full potential, this book will give you the knowledge and tools you need to make sense of the AI revolution.Inside Mastering AI, you'll explore:
- Core AI Concepts: From algorithms to automation, learn the science behind AI.
- Real-World Applications: Discover how AI is driving innovation in healthcare, finance, manufacturing, and more.
- Ethical Considerations: Engage with the critical debates about AI's impact on privacy, jobs, and society.
- The Future of AI: What's next for artificial intelligence, and how can we shape its direction? Written for readers of all backgrounds, Mastering AI is both a practical guide and a thought-provoking exploration of AI's potential. Whether you're looking to integrate AI into your work or simply understand its role in the modern world, this book will inspire and inform you.
- In-depth understanding of Gen AI and open LLM concepts
- Build your 1st AI model using Knime an AI/ML tool.
- Real Case studies step by step walk thru on AI Model building
- Do it yourself Exercise
- Quiz to test your knowledge
- Key take aways at the end of each chapter
商品描述(中文翻譯)
解鎖人工智慧的力量。在一個人工智慧(AI)迅速改變產業並重塑我們日常生活的世界中,理解人工智慧的基本原理比以往任何時候都更為重要。《掌握人工智慧》是您導航人工智慧世界的必備指南,涵蓋從基礎概念到尖端應用的各個方面。
本書將機器學習、神經網絡和自然語言處理等複雜主題拆解為清晰易懂的語言。無論您是希望利用人工智慧促進增長的商業領袖、技術愛好者,還是好奇的學習者。
人工智慧能夠降低成本、提高生產力並增加收入。然而,這些好處也伴隨著某些風險。為了理解和利用人工智慧的全部潛力,本書將提供您所需的知識和工具,幫助您理解人工智慧的革命。在《掌握人工智慧》中,您將探索:
- 核心人工智慧概念:從算法到自動化,了解人工智慧背後的科學。
- 實際應用:發現人工智慧如何推動醫療、金融、製造等領域的創新。
- 倫理考量:參與有關人工智慧對隱私、工作和社會影響的關鍵辯論。
- 人工智慧的未來:人工智慧的下一步是什麼,我們如何能夠塑造其方向?本書為各種背景的讀者而寫,是一本實用指南和引人深思的人工智慧潛力探索。
- 深入理解生成式人工智慧(Gen AI)和開放大型語言模型(open LLM)概念
- 使用 Knime 這個 AI/ML 工具建立您的第一個 AI 模型
- 實際案例研究,逐步指導 AI 模型建構
- 自己動手練習
- 測驗以測試您的知識
- 每章結尾的關鍵要點