Artificial Intelligence and Deep Learning for Decision Makers

Preface

Artificial Intelligence and Deep Learning

• Artificial Intelligence (AI)
• Deep Learning (DL)
• Machine learning versus deep learning
• Introduction to Artificial Neural Networks (ANNs)
• Algorithmic Problem-Solving Approach
• Conclusion
• Questions

Data Science for Business Analysis

• What is data science?
• Challenges faced by businesses
• Problems that Occur During Model Development
• Problems Faced by IT Organizations While Developing Models
• Artificial Intelligence and Deep Learning Methods to Develop Models
• Improvements in the Business
• Benefits of data science in business analysis
• Conclusion
• Questions

Decision Making

• Representation Of Problems
• Design and development knowledge representation
• Representation techniques
• Knowledge Representation Issues
• Conclusion
• Questions

Intelligent Computing Strategies by Google

• The Strategies Of Google In Deep Learning Exploration
• Research Environment By Deepmind And Other Services Provided To The Users
• Business Models Currently Adopted by Google
• Google business model canvas
• Conclusion
• Questions

Cognitive Learning Services in IBM Watson

• The Cognitive Learning in NLP
• IBM Watson
• Improving services with IBM Watson
• How to impact businesses with IBM Watson
• Conclusion
• Questions

Advancement of Web Services by Baidu

• Baidu web services and its business orientation
• Deep Learning in Baidu Web Services
• Next steps of Baidu intelligent web services
• Conclusion
• Questions

Improved Social Business by Facebook

• Introduction
• Introduction to Facebook
• The Current Progress of FAIR for Advancing Social Media
• Application of AI in the Field at Facebook Scale
• Social Media Analytics
• Potential Use of DL in Improving Customers Among Social Media Users
• Conclusion
• Questions

Personalized Intelligent Computing by Apple

• Introduction to Apple
• AI in Apple: From Siri to the image processing
• Innovation On Intelligent Product Development
• Emergence Of Apple Products Year By Year
• Conclusion
• Questions

Cloud Computing Intelligence by Microsoft

• Lesson Objective
• Introduction
• Microsoft Approach to AI
• Microsoft AI platform - Overview
• Incorporation of DL capabilities in cloud computing
• Microsoft business model
• Microsoft business segments
• Conclusion
• Questions