Artificial Intelligence Business: How you can profit from AI

Book description

The concise guide to artificial intelligence for business people and commercially oriented data scientists

Key Features

  • Find out how artificial intelligence is shaping the future of businesses
  • Discover how AI influences the society and its politics and economy
  • Explore the future of AI and its applications

Book Description

We're living in revolutionary times. Artificial intelligence is changing how the world operates and it determines how smooth certain processes are.

For instance, when you go on a holiday, multiple services allow you to find the most convenient flights and the best hotels, you get personalized suggestions on what you might want to see, and you go to the airport via one of the ride-sharing apps. At each of these steps, AI algorithms are at work for your convenience. This book will guide you through everything, from what AI is to how it influences our economy and society.

The book starts with an introduction to artificial intelligence and machine learning, and explains the importance of AI in the modern world. You'll explore how start-ups make key decisions with AI and how AI plays a major role in boosting businesses. Next, you'll find out how media companies use image generation techniques to create engaging content. As you progress, you'll explore how text generation and AI chatbot models simplify our daily lives. Toward the end, you'll understand the importance of AI in the education and healthcare sectors, and realize the risks associated with AI and how we can leverage AI effectively to help us in the future.

By the end of this book, you'll have learned how machine learning works and have a solid understanding of the recent business applications of AI.

What you will learn

  • Find out how AI helps in building innovative cultures in enterprises
  • Understand how AI boosts start-ups
  • Discover modern AI trends in the field of manufacturing and logistics
  • Explore the benefits of text and image generation applications
  • Study popular machine learning trends and their usage
  • Uncover the uses of AI in politics and society

Who this book is for

This book is for artificial intelligence enthusiasts or anyone with a business background who wants to learn how AI can scale up businesses.

Table of contents

  1. Introduction
    1. Executive Summary
    2. Artificial Intelligence Paradigm
  2. A short history of Artificial Intelligence
    1. Basic terminology of Artificial Intelligence
    2. Statistics related to AI
  3. Practical AI and how it is done
    1. Research in Artificial Intelligence
    2. Open-source community
    3. From research to applications
    4. Cons of using AI
  4. Powering Enterprises with AI
    1. AI Maturity Levels
    2. Solving maturity issues
    3. Fostering a culture of innovation
    4. How to shift an existing culture
    5. Hiring AI Talent
    6. Building an innovative culture in enterprises
  5. Boosting Startups with Artificial Intelligence
    1. Make data-driven decisions fueled by AI
    2. Automate your marketing efforts with AI
    3. Improve your hiring process
    4. Startups powered by AI
  6. One person enhanced with AI
    1. One person startup
    2. Using AI as an individual
    3. Collect data
  7. Trends in Artificial Intelligence
    1. AI in retail
    2. Manufacturing
    3. Logistics
    4. Robotics and Autonomous Vehicles
    5. Robotic Process Automation
    6. Image generation
    7. Text generation and Chatbots
    8. AI-powered education
    9. AI in Healthcare
    10. Cybersecurity powered by AI
    11. Climate Change
    12. Games and Reinforcement Learning
    13. Hardware and beyond
  8. Machine Learning Trends
    1. Natural Language Processing
    2. AutoML or automatic AI
    3. One-shot learning and transfer learning
    4. Reinforcement Learning
    5. Computer Vision
    6. Fundamental concepts
    7. Pushing boundaries of machine learning
  9. AI, Politics and Society
    1. AI for social good
    2. Public programs
    3. Ethics and Regulations
    4. Risks of using AI
  10. Future of Artificial Intelligence
    1. We are all cyborgs
    2. Artificial General Intelligence

Product information

  • Title: Artificial Intelligence Business: How you can profit from AI
  • Author(s): Przemek Chojecki
  • Release date: August 2020
  • Publisher(s): Packt Publishing
  • ISBN: 9781800566514