#kubernetes #apache_spark #tensorflow #kubeflow #apache_arrow
https://www.youtube.com/watch?v=jdBbFSghM2s
https://www.youtube.com/watch?v=jdBbFSghM2s
YouTube
Building Cross-Cloud ML Pipelines with Kubeflow with Spark & Tensorflow - Holden Karau
Join us for Kubernetes Forums Seoul, Sydney, Bengaluru and Delhi - learn more at kubecon.io
Don't miss KubeCon + CloudNativeCon 2020 events in Amsterdam March 30 - April 2, Shanghai July 28-30 and Boston November 17-20! Learn more at kubecon.io. The conference…
Don't miss KubeCon + CloudNativeCon 2020 events in Amsterdam March 30 - April 2, Shanghai July 28-30 and Boston November 17-20! Learn more at kubecon.io. The conference…
#google #team #code_review #podcasts #scala #apache_spark #python #databricks #team
https://www.twitch.tv/holdenkarau
https://www.twitch.tv/holdenkarau
Twitch
holdenkarau - Twitch
Holden is a transgender Canadian open source developer with a focus on Apache Spark and related "big data" tools. She is the co-author of Learning Spark, High Performance Spark, and Kubeflow for Machine Learning. She is a committer and PMC on Apache Spark
#new_features #scala213 #scala #new #release
https://medium.com/wix-engineering/my-favorite-new-features-of-scala-2-13-standard-library-909a89b0da4
https://medium.com/wix-engineering/my-favorite-new-features-of-scala-2-13-standard-library-909a89b0da4
Medium
My favorite new features of Scala 2.13 standard library
A new release of Scala programming language, 2.13, has been announced recently. It is time to look at what improvements it has brought to…
#apache_spark #kubernetes #spark_operator
https://www.zdnet.com/article/google-announces-kubernetes-operator-for-apache-spark/
https://www.zdnet.com/article/google-announces-kubernetes-operator-for-apache-spark/
ZDNet
Google announces Kubernetes Operator for Apache Spark
The beta release of "Spark Operator" allows native execution of Spark applications on Kubernetes clusters -- no Hadoop or Mesos required.
#math #notation #functional_programming #computer_science #scala #book #Intro
https://www.youtube.com/watch?v=tgr_dV7_53s
https://www.youtube.com/watch?v=tgr_dV7_53s
YouTube
Functional programming. Reasoning about types and code (hors série)
I have been writing up my functional programming tutorials as chapters for a new book, "The Science of Functional Programming". This presentation focuses on one of the main themes of the book - the techniques and applications of mathematical reasoning about…
#ml #apache_beam #tfx #tensorflow #airflow #apache_flink #python #java #scala #team #google #apache_spark #dataflow
https://www.youtube.com/watch?v=6p8UXjNg1oc
https://www.youtube.com/watch?v=6p8UXjNg1oc
YouTube
Apache Beam for Production Machine Learning: TensorFlow Extended (Beam Summit Europe 2019)
Developing ML and deep learning applications to be deployed in production is much more than just training a model. Google has taken years of experience in de...
#ml #apache_beam #tfx #tensorflow #airflow #apache_flink #python #java #scala #team #google #apache_spark #dataflow #pipeline
https://www.youtube.com/watch?v=v1DrnY8caVU
https://www.youtube.com/watch?v=v1DrnY8caVU
YouTube
End-to-End ML pipelines with Beam, Flink, TensorFlow, and Hopsworks (Beam Summit Europe 2019)
Apache Beam is a key technology for building scalable End-to-End ML pipelines, as it is the data preparation and model analysis engine for TensorFlow Extended (TFX), a framework for horizontally scalable Machine Learning (ML) pipelines based on TensorFlow.…
#fs2 #scala #functional_programming #fp
https://www.freecodecamp.org/news/a-streaming-library-with-a-superpower-fs2-and-functional-programming-6f602079f70a/
https://www.freecodecamp.org/news/a-streaming-library-with-a-superpower-fs2-and-functional-programming-6f602079f70a/
freeCodeCamp.org
A streaming library with a superpower: FS2 and functional programming
Scala has a very special streaming library called FS2 (Functional Streams for Scala). This library embodies all the advantages of functional programming (FP). By understanding its design goals you will get exposure to the core ideas that make FP so appealing.…
#google #team #aurelien_geron #video #dl #ml #production
https://www.youtube.com/watch?v=ywfYMQD6yYk&t=715s
https://www.youtube.com/watch?v=ywfYMQD6yYk&t=715s
YouTube
dotAI 2018 - Aurelien Geron - Knowledge Graphs & Deep Learning at YouTube
Filmed at https://2018.dotai.io on May 31st in Paris. More talks on https://www.dotconferences.com/talks Aurelien explains how you can combine Knowledge Grap...
#benchmarks #gpu #vs #deep_learning #tensorflow #cuda
https://lambdalabs.com/blog/titan-rtx-tensorflow-benchmarks/
https://lambdalabs.com/blog/titan-rtx-tensorflow-benchmarks/
Lambdalabs
Titan RTX Deep Learning Benchmarks
Titan RTX vs. 2080 Ti vs. 1080 Ti vs. Titan Xp vs. Titan V vs. Tesla V100.
For this post, Lambda engineers benchmarked the Titan RTX's deep learning
performance vs. other common GPUs. We measured the Titan RTX's single-GPU
training performance on ResNet50…
For this post, Lambda engineers benchmarked the Titan RTX's deep learning
performance vs. other common GPUs. We measured the Titan RTX's single-GPU
training performance on ResNet50…
#gpu #vs #deep_learning #tensorflow #cuda #multiple_gpu #benchmarks #performance
https://timdettmers.com/2019/04/03/which-gpu-for-deep-learning/
https://timdettmers.com/2019/04/03/which-gpu-for-deep-learning/
Tim Dettmers
The Best GPUs for Deep Learning in 2023 — An In-depth Analysis
Here, I provide an in-depth analysis of GPUs for deep learning/machine learning and explain what is the best GPU for your use-case and budget.