Building a Data Lake for Deep Learning with Activeloop – Conversations in the Cloud – Episode 289

Davit Buniatyan, Activeloop CEO, joins host Jake Smith on the latest episode of Conversations in the Cloud to discuss optimizing data lakes for creating deep learning-based products. Deep Lake allows storing complex data in AI-native format and streaming it over the network to Tensor Query Language, in-browser visualization engine, and deep learning frameworks without sacrificing GPU utilization. A member of the Intel Disruptor program, Activeloop partners with Intel to deliver Deep Lake on Intel® Xeon Scalable Processors and make Deep Lake more performant.

Learn more about Deep Lake at:

activeloop.ai

Research Links:

Deep Lake Whitepaper:

deeplake.ai/whitepaper

Deep Lake Academic Paper:

arxiv.org/pdf/2209.10785.pdf

Deep Lake GitHub Repository:

github.com/activeloopai/deeplake

Deep Lake Datasets:

datasets.activeloop.ai/docs/ml/datasets/