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Confident AI
The Essential Skills for Working With Artificial Intelligence
Andy Pardoe
- 296 pages
- English
- ePUB (mobile friendly)
- Only available on web
Confident AI
The Essential Skills for Working With Artificial Intelligence
Andy Pardoe
About This Book
Discover new skills, expand your knowledge and build your confidence through this fascinating and accessible guide to working with AI. Artificial intelligence has become an integral part of our everyday lives. But it remains an elusive, complex and intimidating technology that has hundreds of iterations and nuances. With Confident AI, build your confidence when working with AI by learning the fundamentals and discovering the intricacies of the industry. Andy Pardoe has spent decades working with AI, not only as an influential academic but also within corporations and as a consultant and accelerator for AI start-ups. He draws upon his expertise and lived experience to offer the essential skills and tools that you need to succeed with Artificial Intelligence, whether you are pursuing it as a career or simply working with AI in your work-life. About the Confident series...
From coding and data science to cloud and cybersecurity, the Confident books are perfect for building your technical knowledge and enhancing your professional career.
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Table of contents
- List of figures
- About the author
- Bonus for readers
- Preface
- Acknowledgements
- List of abbreviations
- Introduction
- PART ONE Why AI?
- 01 Why work in AI?
- 02 AI myths
- 03 Applications of AI
- 04 A future perspective
- PART TWO The technology
- 05 Understanding AI
- 06 Overview of machine learning
- 07 Data and infrastructure
- 08 Advanced topics
- PART THREE The process
- 09 Elements of an AI strategy
- 10 Implementing AI
- 11 Governance, ethics and safety
- PART FOUR The people
- 12 People: key characteristics
- 13 Different teams and roles
- 14 Getting started
- 15 Career development
- Conclusion
- Appendix
- Index