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Vector databases for machine learning

Practical AI

CHAPTER

Navigating the Big Data Landscape

This chapter reflects on the speaker's journey through the evolution of big data and computer vision, beginning with their early experiences with hyperspectral images. It discusses the transition from traditional data handling to modern machine learning techniques, highlighting the importance of memory and inference in processing unstructured data. The speaker shares insights into their contributions at major tech companies and the ongoing challenges faced in enhancing memory capabilities within machine learning frameworks.

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