The Early-Career Professional's Guide to Generative AI: Opportunities and Challenges for an Ai-Enabled Workforce
Bjerg, Jonas
- 出版商: Apress
- 出版日期: 2024-08-28
- 售價: $2,020
- 貴賓價: 9.5 折 $1,919
- 語言: 英文
- 頁數: 185
- 裝訂: Quality Paper - also called trade paper
- ISBN: 9798868804557
- ISBN-13: 9798868804557
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相關主題
商品描述
The world stands at a pivotal moment due to the emergence of Generative AI, specifically ChatGPT. This groundbreaking technology has provoked and impressed almost every industry globally, evoking every emotion from awe to anxiety. Many are apprehensive about the future, fearing job losses due to rapid artificial intelligence (AI advancements). But if history has taught us anything, progress, while challenging, often paves the way for broader opportunities and growth. This book explains in depth the core building blocks that make up the current landscape of transformer and language models and, more broadly speaking, AI as a whole.
We have seen how the internet and the mobile revolution changed our world. Is AI following a similar trajectory? Are we on the verge of something even more transformative? This book strives to provide a complete picture of the challenges and opportunities and the implications for our shared futures. In subsequent chapters, the book will discuss language models in depth. These are not just algorithms; they represent a nexus of linguistics, cognitive science, and cutting-edge technology. You'll trace AI's unexpected and exhilarating evolution, observing how it has grown from a mere concept to a force reshaping entire industries. Finally, you'll consider the rise of AI in the context of advancements.
While ChatGPT has gained significant attention for certain applications, it's essential to recognize that its capabilities extend far beyond what's immediately evident. Artificial Intelligence, represented by models like ChatGPT, is not a static field. It's dynamic and ever-evolving, and its potential applications are broadening each day. Technology is not, by any means, limited to chatbots or translation use cases. This book captures this vast and ever-expanding horizon of possibilities.
What You Will Learn
- How large language models came to be, and how they work
- What ethical AI design looks like
- The role of regulation in artificial intelligence
- Why you should not be afraid of losing your job
Who This Book is For
Working professionals and students in any field
商品描述(中文翻譯)
世界正處於一個關鍵時刻,因為生成式人工智慧的出現,特別是 ChatGPT。這項突破性的技術引發並震撼了幾乎所有行業,喚起了從敬畏到焦慮的各種情感。許多人對未來感到不安,擔心因人工智慧(AI)的快速進步而失去工作。但如果歷史教會了我們什麼,那就是進步雖然具有挑戰性,卻常常為更廣泛的機會和成長鋪平道路。本書深入解釋了構成當前變壓器和語言模型的核心基礎,並更廣泛地探討整體人工智慧。
我們已經看到互聯網和移動革命如何改變了我們的世界。人工智慧是否也在走類似的軌跡?我們是否正處於更具變革性的時刻?本書努力提供挑戰與機會的完整圖景,以及對我們共同未來的影響。在隨後的章節中,本書將深入討論語言模型。這些不僅僅是算法;它們代表了語言學、認知科學和尖端技術的交匯點。您將追溯人工智慧意想不到且令人振奮的演變,觀察它如何從一個簡單的概念成長為重塑整個行業的力量。最後,您將考慮人工智慧在進步背景下的崛起。
雖然 ChatGPT 在某些應用上獲得了顯著的關注,但重要的是要認識到它的能力遠超過眼前所見。以 ChatGPT 等模型為代表的人工智慧並不是一個靜態的領域。它是動態且不斷演變的,其潛在應用每天都在擴展。技術絕不僅限於聊天機器人或翻譯用例。本書捕捉了這個廣闊且不斷擴展的可能性視野。
您將學到的內容:
- 大型語言模型是如何形成的,以及它們的運作方式
- 什麼是倫理的人工智慧設計
- 監管在人工智慧中的角色
- 為什麼您不應該害怕失去工作
本書適合對象:
任何領域的在職專業人士和學生
作者簡介
Jonas Bjerg is currently an Expert Manager, Data Science at Bain & Company Inc. He manages 2-5 cross-functional teams of data science specialists. He has previously lived and worked in big tech in Silicon Valley for a few years. He is a thought leader that presents at several conferences including Impuls 2023 and CPH AI HUB, topics that usually cover the future of AI and how businesses can utilize it to build an advantage. He has a successful YouTube channel about technology news that has more than 11k subscribers and millions in video views.
作者簡介(中文翻譯)
Jonas Bjerg 目前是 Bain & Company Inc. 的數據科學專家經理。他管理著 2 到 5 個跨功能的數據科學專家團隊。他曾在矽谷的大型科技公司生活和工作幾年。他是一位思想領袖,曾在多個會議上發表演講,包括 Impuls 2023 和 CPH AI HUB,主題通常涵蓋 AI 的未來以及企業如何利用 AI 來建立競爭優勢。他擁有一個成功的 YouTube 頻道,專注於科技新聞,擁有超過 11,000 名訂閱者和數百萬的視頻觀看次數。