27min chapter

Practically Intelligent cover image

Vector Databases, Embeddings, and a history of Deep Learning with Leo Dirac

Practically Intelligent

CHAPTER

The Evolution of Neural Networks and Transfer Learning

This chapter explores the evolution of neural networks and the challenges of training them. It discusses the concept of transfer learning and the importance of data and pre-trained networks. It also introduces Autopilot, a code-generating AutoML tool, and Ground Light, a computer vision service that uses natural language to build a visual understanding system.

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