AI Demystified for Executives

#3 - Quick Bytes - Introduction to Neural Networks

Andrew Psaltis

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0:00 | 8:33

In this 'AI Demystified for Executives' podcast, host Andrew Psaltis breaks down neural networks and their business applications. Understand the benefits, challenges, and why AI is essential for competitive advantage and new revenue streams.

AI Demystified for Executives: Understanding Neural Networks

In this episode of AI Demystified for Executives hosted by Andrew Psaltis, listeners are introduced to the fundamental concepts of neural networks and their importance for business leaders. Psaltis explains neural networks by drawing a comparison to the human brain and uses a real-world example of predicting house prices based on various attributes like size, number of bedrooms, zip code, and neighborhood income level. The episode also discusses the complexities of deep learning models, including the computational challenges and potential issues with bias and fairness. The podcast aims to help executives understand and leverage AI technologies, such as neural networks, to gain a competitive advantage and enhance customer experiences in their businesses.

00:00 Introduction to AI Demystified Podcast
00:50 Podcast Structure and Subscription Info
01:31 Introduction to Neural Networks
01:54 Building a Simple Neural Network
02:47 Expanding the Neural Network
05:10 Training the Neural Network
06:47 Applications and Challenges of Neural Networks
07:33 Why Business Leaders Should Care
08:23 Conclusion and Deep Dive Teaser