Clouderizer – Democratizing Deep Learning
Affordable Deep Learning For Everyone … Setup. Train. Deploy. Features include: a) Optimized for Machine Learning Developers – Built in project templates with ML tools like Tensorflow, Keras, Anaconda, Python, Torch. With few clicks you can select machine type, setup environment, upload your deep learning model, download data sets and kick start training, all automated, in one go; b) Run projects locally, on cloud or both – Clouderizer projects can run locally on any Ubuntu / OS X / Windows machine or on any cloud machine. Projects running on local machine can be switched to run on cloud and vice versa. Code, dataset and output checkpoints are synced with Clouderizer Drive in real time. No matter where your project runs, you always resume from where you last stopped; c) Forget DevOps. Focus on Machine Learning – Clouderizer by default creates a docker environment with most popular libraries and frameworks, with GPU support, for Machine Learning. You can specify additional apt, brew, conda, pip, torch lua packages or custom shell scripts needed to setup your environment. Once configured, environment is setup automatically on any machine you run; d) Reduce cloud bills – Save upto 90% of cloud bills by running Clouderizer projects on EC2 Spot instances, GCP Preemptible VMs or Paperspace. Clouderizer seamlessly integrates with AWS, auto recommends best bidding price for spot instances across regions and makes working with AWS EC2 spot instances a breeze. Clouderizer Drive helps reduce EBS volume costs when machines are not in use; e) Secure Terminal, Jupyter and Tensorboard – Access your Clouderizer machine from anywhere using our secure private tunnel. SSH terminal, Jupyter Notebooks and Tensorboard are securely accessible from Clouderizer Web Console; f) User Management – Create users and allocate cloud resources to team members. Monitor usage across organization. Share project templates and projects within organization. Ideal for use in schools, universities, training programs and software development team; and g) Community Templates – Search, Select and Clone one of the available Clouderizer templates for Machine Learning and Big Data Analytics and get yourself started in seconds. This will be added to Artificial Intelligence Resources Subject Tracer™. This will be added to Business Intelligence Resources Subject Tracer™. This will be added to Entrepreneurial Resources Subject Tracer™. This will be added to the tools section of Research Resources Subject Tracer™.