stats285.github.io
Lecture slides for STATS285, Fall 2017
Lecture01: Revolutions Everywhere (Donoho/Monajemi)
Lecture02: The Cluster Scaling Revolution, and ClusterJob (Monajemi/Donoho)
Lecture03: Occupy The Cloud (Eric Jonas)
Lecture04: Reproducibility in Computational Science (Victoria Stodden)
Lecture05: CodaLab (Percy Liang)
Lecture06: Scaling Python to CPUs and GPUs (Travis Oliphant)
Lecture07: IT for Research: a Journey from In-House HPC Clusters to Public Cloud Infrastructure (Riccardo Murri)
Lecture08: Data Engineering and Data Science with Databricks and Apache Spark (Andy Konwinski)
Lecture09: Push-button Deep Learning on the Cloud (Monajemi/Donoho)
Lecture10: Looking Back/Looking Ahead (Donoho/Monajemi)
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