Название: Your AI Survival Guide: Scraped Knees, Bruised Elbows, and Lessons Learned from Real-World AI DeploymentsАвтор: Sol Rashidi
Издательство: Wiley
Год: 2024
Страниц: 224
Язык: английский
Формат: pdf, epub (true)
Размер: 10.4 MB
Practical and proven AI deployment strategies for non-technical business leaders.
In Your AI Survival Guide: Scraped Knees, Bruised Elbows, and Lessons Learned from Real-World AI Deployments, business executive and technologist Sol Rashidi delivers an insightful and practical discussion of how to deploy Artificial Intelligence (AI) in your company. Having helped IBM launch Watson in 2011, Sol has first-hand knowledge of the ups, downs, and change management intricacies that can help you with a successful deployment beyond all the AI hype. She walks you through various frameworks for how to establish your AI strategy, pick your use cases, prepare your non-technology teams, and overcome the most common obstacles standing in the way of successfully implementing AI in your business, based on her many years of deploying AI projects in businesses, which few can claim.
Artificial Intelligence is one of the most promising new developments in technology since the advent of the Internet. But standing in the way of widespread business adoption is a lot of hype and a formidable learning curve and technical pre-requisites to understanding this exciting new technology. How is an everyday businessperson supposed to wrap their heads around such a complicated subject?
Rashidi demystifies the subject of AI in a way that non-technical business leaders and C-suite executives can better comprehend and apply the technology in their own companies. Mercifully free of “tech-speak,” Your AI Survival Guide uncomplicates a complex topic with narratives and stories that anyone can understand. The book also offers:
Real-world use cases from ten different industries, including retail, healthcare, energy, insurance, agriculture, and more; ten different functions, including supply chain, manufacturing, procurement, legal, and more; and personal stories, anecdotes, and insights gained from implementations
Techniques for facilitating executive-level buy-in for your most ambitious and promising AI strategies
Jargon-free and accessible language that simplifies a seemingly complicated topic
And practical advice that’s not based on AI hype
Data Science combines math, statistics, programming, advanced analytics, and data engineering to uncover actionable insights from structured, unstructured, and semi-structured data. It's different than analytics, although they're related. It's a field that's evolved and is critical to our way of operating today and enables all the capabilities mentioned earlier. Harvard Business Review dubbed the data scientist the sexiest job of the 21st century. In today's world, computer scientist and data scientists are developing nearly most, if not all, business capabilities involving AI. Machine Learning (ML) is a subset of AI that allows machines to learn from data, and past experiences. It's a technique that uses algorithms to analyze and interpret patterns in data to enable learning, reasoning, and decision-making. Deep Learning (DL) is a subfield of machine learning that focuses on models that were created to simulate the neural networks of our brain, enabling the computer to perform tasks such as image and speech recognition and to communicate with us via natural language. These neural networks are deep, meaning the models have multiple layers of analysis between inputs and outputs.
The GPT in ChatGPT stands for Generative Pre-Trained Transformer. This means the model that powers ChatGPT will “generate” coherent and understandable text based on your input. The model has also been pretrained on large datasets, so it understands language and context, and training is not required from the users’ end. Lastly, “transformer” identifies the type of neural network that was used by the model. Together, it describes the conversational model that uses GPT architecture capable of generating human-like test responses and chats.
Perfect for executives, managers, directors, founders, entrepreneurs, practitioners and other non-technical business leaders, Your AI Survival Guide is the ideal guide to help you deploy Artificial Intelligence in your business and increase your chances of success whether your business goal is top-line growth, increased productivity, or efficiency gains without having to add headcount as the go-to answer.
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