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#tensorflow #reinforcement_learning #ml #dl #google #team #code #paper
https://danijar.com/project/agents/

TensorFlow Agents: Efficient Batched Reinforcement Learning in TensorFlow

We introduce TensorFlow Agents, an efficient infrastructure paradigm forbuilding parallel reinforcement learning algorithms in TensorFlow. We simulatemultipl...

83 views09:46

#fs2 #live_coding #scala #functional_programming #fp
https://www.youtube.com/watch?v=B1wb4fIdtn4

Scala Toronto - An introduction to FS2 Streams by Michael Pilquist

90 views09:46

#airflow #scheduling #workflow #big_data
https://www.youtube.com/watch?v=6eNiCLanXJY

Building (Better) Data Pipelines with Apache Airflow

QCon London International Software Development Conference returns on April 8-10, 2024. Level-up on 15 major software and leadership topics including; The Tech of FinTech, What's Next in GenAI and Large Language Models (LLMs), Performance Engineering, Architecture…

96 views09:46

#golang #vs #go #rust #vs #python #benchmarks
http://www.nicolas-hahn.com/python/go/rust/programming/2019/07/01/program-in-python-go-rust/

One Program Written in Python, Go, and Rust

Image differentiation in three languages

84 views09:38

#relu #vs #tanh #sigmoid #activation_func #leaky_relu #maxout #overview #softmax
https://www.youtube.com/watch?v=-7scQpJT7uo

Which Activation Function Should I Use?

All neural networks use activation functions, but the reasons behind using them are never clear! Let's discuss what activation functions are, when they should be used, and what the difference between them is.

Sample code from this video:
https://github.…

88 views09:38

#ml #cheatsheet #ai
https://ml-cheatsheet.readthedocs.io/en/latest/

81 views09:38

#akka #akka_cluster #use_case #alternative #zio #aecor #zio_akka_cluster
https://blog.softwaremill.com/when-do-you-need-akka-cluster-5885d43e901b

When do you need Akka Cluster?

Can Akka Cluster + Sharding + Persistence create an ultimate trio for building fast, resilient, scalable, distributed applications?

83 views09:38

#kubernetes #openshift #application_server #server #devops #deployment #redhat #istio
https://developers.redhat.com/blog/2018/06/28/why-kubernetes-is-the-new-application-server/

Red Hat Developer

Why Kubernetes is The New Application Server | Red Hat Developer

Have you ever wondered why you are deploying your multi-platform applications using containers? Is it just a matter of “following the hype”? In this article,

81 views09:38

#deep_learning #network_flow #paper
https://static.aminer.org/pdf/fa/bigdata2017/BigD474.pdf

79 views09:39

#cluster #kubernetes #prometheus #monitoring #nginx #ingress #wildcard_certs #grafana #https
https://www.youtube.com/watch?v=jxNRXslYmrU

Detailed Instructions on Installing and Using Prometheus to Monitor a Kubernetes Cluster

This 20 minute detailed walk-through will provide you everything you need to know to monitor a Kubernetes Cluster. It leverages a number of technologies, including Prometheus, Grafana, Kubernetes, Helm, NGINX, Ingress, and Wildcard Certs. One of the key goals…

89 views09:38

#keras #cheat_sheet
https://www.datacamp.com/community/blog/keras-cheat-sheet

Keras Cheat Sheet: Neural Networks in Python

Make your own neural networks with this Keras cheat sheet to deep learning in Python for beginners, with code samples.

91 views09:38

#Docker #OS #host_os
https://blog.codeship.com/container-os-comparison/

Container OS comparison - via @codeship

Which are the most popular container OSes out there right now? What are their key benefits and differences? Read on and find out!

85 views09:29

#deepmind #team #waymo #self_driving #ml #dl #ai
https://www.kdnuggets.com/2019/09/deepmind-waymo-evolutionary-competition-self-driving-vehicles.html

86 views09:30

#apache_spark #kubernetes #operator #monitoring #deployment #team #lightbend
https://www.lightbend.com/blog/how-to-manage-monitor-spark-on-kubernetes-introduction-spark-submit-kubernetes-operator

How To Manage And Monitor Apache Spark On Kubernetes - Part 1: Spark-Submit VS Kubernetes Operator | @lightbend

In this two-part blog series, we introduce the concepts and benefits of working with both spark-submit and the Kubernetes Operator for Spark. In Part 1, we introduce both tools and review how to get started monitoring and managing your Spark clusters on Kubernetes.…

87 views09:30

#economics #ai #ml #dl #world_bank
https://blogs.wsj.com/cio/2018/11/16/the-impact-of-artificial-intelligence-on-the-world-economy/

The Impact of Artificial Intelligence on the World Economy

Artificial intelligence has the potential to incrementally add 16 percent or around $13 trillion by 2030 to current global economic output, according to a new report. CIO Journal Columnist Irving Wladawsky-Berger shares some of the highlights.

80 views09:30

#apache_spark #live_coding #github
https://www.youtube.com/watch?v=w4IAdU0aVwo

Live Coding on Apache Spark - In Scala: Improving distinct performance & looking at Scala 2.12

Improving distinct performance & looking at Scala 2.12 support. Created this PR - https://github.com/apache/spark/pull/22010

77 views13:37

#dl #ml #crypto #cryptocurrency #coin
https://decentralizedml.com/

80 views13:37

#cnn #visualization #object_recognition
http://scs.ryerson.ca/~aharley/vis/conv/flat.html

82 views13:37

#cnn #introduction #architecture #ml #dl #nn
https://cs.nju.edu.cn/wujx/teaching/15_CNN.pdf

82 views13:38

#akka #akka_cluster #anti_pattern #pattern
https://blog.softwaremill.com/6-reasons-why-not-to-use-akka-cluster-for-interservice-communication-in-a-microservice-architecture-2736d5223573

6 reasons why not to use Akka Cluster for interservice communication in a microservice architecture

Using Akka Cluster as the main method of communication in microservices architecture is a bad idea.

92 views13:38