Game Changers—Artificial Intelligence: What You Need to Know
Game Changers—Artificial Intelligence: What You Need to Know
Understanding the Impact and Applications of Artificial Intelligence, Machine Learning, and Deep Learning
17-Nov-2015
Global
$2,450.00
Special Price $1,837.50 save 25 %
Description
It is difficult to understand what is happening in the field of artificial intelligence (AI). New developments seem to happen weekly, and companies use different words to describe their products. The terms artificial intelligence, cognitive intelligence, autonomous machines, and machine learning are all thrown around. This research brings clarity to the complex AI landscape and explores recent breakthroughs in a technique called deep learning, explaining how it is making progress in AI challenges such as language, vision, and motion. Finally, the research takes a broad look at the impact of AI in the enterprise, specifically the energy, financial services, healthcare, manufacturing, and transportation industries.
Table of Contents
Key Findings
Key Findings (continued)
Why Explore Artificial Intelligence?
Identification of 30 Key Technology Trends
Scoring Technology Trends by Disruptive Potential
Scoring Technology Trends by Disruptive Potential (continued)
Scoring Technology Trends by Disruptive Potential (continued)
Artificial Intelligence Overview
Artificial Intelligence Overview (continued)
Artificial Intelligence Overview—Other Terminology
Artificial Intelligence Approaches Map
Artificial Intelligence Approaches
Key Driver of Artificial Intelligence Progress—Exponential Rate of Change
Machine Learning Overview
Drivers in the Development of Machine Learning
Restraints in the Development of Machine Learning
Most Important Restraint—The End of Moore’s Law
Most Important Restraint—The End of Moore’s Law (continued)
Most Important Restraint—The End of Moore’s Law (continued)
Machine Learning by Learning Style
Machine Learning by Function
Key Machine Learning Algorithm Classes by Function
Machine Learning Business Models
Neural Networks Overview
Neural Networks by Class
Neural Networks by Class (continued)
Deep Learning Overview
Key Deep Neural Network Architectures
Key Deep Neural Network Architectures (continued)
Key Deep Neural Network Architectures (continued)
Leaders in Deep Learning—B2C Business Model
Leaders in Deep Learning—B2B Business Model (continued)
Deep Learning Applications
Text Natural Language Processing Overview
Leaders in Text Natural Language Processing
Audio Natural Language Processing Overview
Leaders in Audio Natural Language Processing
Computer Vision
Leaders in Machine Vision
Machine Learning Will be a Part of Every Function in Every Business
Machine Learning Will be a Part of Every Function in Every Business (continued)
Machine Learning Will be a Part of Every Function in Every Business (continued)
Machine Learning for Sales, Marketing, and Personal Assistants
Machine Learning for Communication, HR, and Security
Machine Learning for Customer Service, Finance, and Productivity
What Happens When Jobs Run Out?
Trend 1—Distributed Energy Resources
Trend 2—Smart Grid
Trend 3—Digital Oilfield (DOF)
Trend 1—Payments & Loyalty
Trend 2—Retail Banking Data Mining
Trend 3—Blockchains
Trend 1—Digital Hospital
Trend 2—mHealth Services
Trend 3—Personalised Medicine
Trend 1—Distributed Infofacturing
Trend 2—Collaborative Manufacturing
Trend 3—Mobile Robotics
Trend 1—Connected Vehicles
Trend 2—Mobility Integration
Trend 3—Autonomous Cars
The Last Word—3 Key Takeaways
Legal Disclaimer
Key Technologies Definitions
Key Technologies Definitions (continued)
Key Technologies Definitions (continued)
Key Technologies Definitions (continued)
Key Technologies Definitions (continued)
Key Technologies Definitions (continued)
The Frost & Sullivan Story
Value Proposition—Future of Your Company & Career
Global Perspective
Industry Convergence
360º Research Perspective
Implementation Excellence
Our Blue Ocean Strategy
Popular Topics
No Index | No |
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Podcast | No |
Author | Lawrence Lundy |
WIP Number | MB7E-01-00-00-00 |
Is Prebook | No |