Building a Data Lake for Deep Learning with Activeloop - Episode 289

Intel CitC

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: https://www.deeplake.ai/whitepaper Deep Lake Academic Paper: https://arxiv.org/pdf/2209.10785.pdf Deep Lake GitHub Repository: https://github.com/activeloopai/deeplake Deep Lake Datasets: https://datasets.activeloop.ai/docs/ml/datasets/