SOFTWARE

→ View original post on X — @kirkdborne

Machine Learning with PyTorch and Scikit-Learn Book Released

By

@kirkdborne

–

01 May 2023 16h13

Massive 774-page book by @rasbt “#MachineLearning with #PyTorch and Scikit-Learn: Develop #ML and #DeepLearning models with #Python” at http://
amzn.to/3J6DK4u ————
#100DaysOfCode #BigData #DataScience #AI #NeuralNetworks #DataScientists @PacktPublishing @PacktAuthors

Containerization and Kubernetes scaling for ML workloads

By

–

01 May 2023 16h00

1) Containerization provides consistent, reproducible behavior required for ML workloads.
2) Scaling gets first-class support in Kubernetes, unlocking scaling for training and experimentation.

Ray Parallelization and Job Checkpointing for Distributed AI

By

–

01 May 2023 16h00

3) Leveraging Ray to parallelize work at large scale across multiple worker pods in the cluster to achieve performance benchmarks
4) Implementing job checkpointing ensures that jobs always run to completion and users see minimal interruption.

Autoscaling compute clusters for parallel job execution

By

–

01 May 2023 16h00

5) Enabling autoscaling of the compute cluster to execute more jobs in parallel during periods of high activity and save cost during periods of low activity.

Kubernetes Lessons Learned Running ML at Snorkel

By

–

01 May 2023 16h00

Snorkel tackles heavy ML workloads for some of the world's largest organizations. We have built our infrastructure on Kubernetes—even though it wasn't designed for ML! Here are a few lessons learned from @wheeliamhuang
, Tech Lead Manager at Snorkel https://
snorkel.ai/kubernetes-les
sons-learned-at-snorkel-ai/
…

→ View original post on X — @juanmerodio

Augmented Reality Enhancing Daily Tech Objects Utility

By

@juanmerodio

–

01 May 2023 14h16

La realidad aumentada aplicada a objetos tecnológicos de nuestra vida cotidiana los potencia a niveles sorprendentes.

A qué objetos que usas a diario crees que les vendría bien una capa de realidad aumentada para hacerlos más útiles? pic.twitter.com/4UCBSY6E3Z
— Juan Merodio (@juanmerodio) 1 mai 2023

La realidad aumentada aplicada a objetos tecnológicos de nuestra vida cotidiana los potencia a niveles sorprendentes. A qué objetos que usas a diario crees que les vendría bien una capa de realidad aumentada para hacerlos más útiles?

→ View original post on X — @gp_pulipaka

MetaSpore: Algorithmic Application Framework for Big Data

By

@gp_pulipaka

–

01 May 2023 1h52

MetaSpore: Algorith. App Framework! #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
geni.us/MetaSpore

→ View original post on X — @gp_pulipaka

Azure SQL Database Administration and Cloud Computing Technologies

By

@gp_pulipaka

–

01 May 2023 1h52

#AzureSQLDatabase Administration! #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Books #Programming #Coding #100DaysofCode https://
geni.us/AzureSQLDB

→ View original post on X — @gp_pulipaka

Speed up Model Training with Snapml

By

@gp_pulipaka

–

01 May 2023 1h41

How to Speed up Model Training with Snapml! #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
geni.us/Speedup-SnapML