TensorFlow   6262

« earlier    

Scaling Jupyter notebooks with Kubernetes and Tensorflow
One of the most common hurdles with developing AI and deep learning models is to design data pipelines that can operate at scale and in real-time. Data scientists and engineers are often expected to learn, develop and maintain the infrastructure for their experiments, but the process takes time away from focussing on training and developing the models. But what if you could outsource all of the non-data science to someone else while still retaining control? In this article, you will explore how you can leverage Kubernetes, Tensorflow and Kubeflow to scale your models without having to worry about scaling the infrastructure.
tensorflow  k8s 
3 days ago by lenciel
Scaling Jupyter notebooks with Kubernetes and Tensorflow ♦︎ learnk8s
One of the most common hurdles with developing AI and deep learning models is to design data pipelines that can operate at scale and in real-time. Data scientists and engineers are often expected to learn, develop and maintain the infrastructure for their experiments, but the process takes time away from focussing on training and developing the models. But what if you could outsource all of the non-data science to someone else while still retaining control? In this article, you will explore how you can leverage Kubernetes, Tensorflow and Kubeflow to scale your models without having to worry about scaling the infrastructure.
tensorflow  jupyter  kubernetes  data.science 
4 days ago by tonious

« earlier    

related tags

3d  africa  ai  analytics  android  arm64  article  artificialintelligence  assistant  aws  benchmark  bigdata  blog  browser  build  cnn  compilers  computer-science  computer-vision  convolutional  course-materials  course  courses  data-science  data.science  data  datascience  deep-learning-compiler  deep-learning  deeplearning  deployment  dev  development  docker  education  elephants  environment  go  golang  google  gpu  hack  image  images  infovis  javascript  js  jupyter  k8s  keras  kubernetes  machine-learning  machine_learning  machinelearning  machinevision  magenta  mario  ml  mnist  movidius  nature  ncsdk  network  neural  neuralnets  ngnix  nlp  nodejs  nvidia-docker  nvidia  objectdetection  opensource  piano  printing  programming  python  pytorch  raspberry-pi  raspberry_pi  raspberrypi  robotics  rpi3  sentiment  serving  soccer  software  tensorflow  testing  toread  troubleshooting  tutorial  tutorials  video  vision  voice  web 

Copy this bookmark:



description:


tags: