YoVDO

Distributed Deep Learning Courses

Challenges and Opportunities in Applying Machine Learning - Alex Jaimes - ODSC East 2018
Open Data Science via YouTube
Efficient Distributed Deep Learning Using MXNet
Simons Institute via YouTube
Benchmarks and How-Tos for Convolutional Neural Networks on HorovodRunner-Enabled Apache Spark Clusters
Databricks via YouTube
SHADE - Enable Fundamental Cacheability for Distributed Deep Learning Training
USENIX via YouTube
Alpa - Automating Inter- and Intra-Operator Parallelism for Distributed Deep Learning
USENIX via YouTube
Horovod - Distributed Deep Learning for Reliable MLOps
Linux Foundation via YouTube
Large Scale Distributed Deep Learning on Kubernetes Clusters
Linux Foundation via YouTube
Distributed Deep Learning on Apache Mesos with GPUs and Gang Scheduling
Linux Foundation via YouTube
Bagua - Lightweight Distributed Learning on Kubernetes
CNCF [Cloud Native Computing Foundation] via YouTube
High Performance Networking for Distributed DL Training in Production K8s
CNCF [Cloud Native Computing Foundation] via YouTube
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