Cloud platforms

Resources

• The Ultimate Guide: An Introduction to Cloud Computing Services
• AWS vs. Azure vs. Google Cloud
• AWS vs Azure vs Google Cloud: Choosing the Right Cloud Platform
• Cloud Pricing Comparison: AWS vs. Azure vs. Google Cloud Platform in 2023

Azure (Microsoft)

• https://azure.microsoft.com/en-gb/
• Azure ML Studio
• Microsoft Cognitive Services
• AWS to Azure services comparison
• Aspectos básicos de Microsoft Azure

Google Cloud Platform

• https://cloud.google.com/
• Vertex AI - Google Cloud’s unified ML platform
  • Take your ML models from prototype to production with Vertex AI
• Pick your AI/ML Path on Google Cloud
• https://codelabs.developers.google.com/
• https://cloud.google.com/products/ai/
• https://medium.com/google-cloud/jupyter-tensorflow-nvidia-gpu-docker-google-compute-engine-4a146f085f17
• Cloud AI building blocks
• Cloud ML Engine
  • Google Cloud Machine Learning platform
  • #TALK Machine Intelligence at Google Scale: Vision/Speech API (Guillaume Laforge)
  • https://www.slideshare.net/matthiasfeys/machine-learning-at-scale-with-google-cloud-platform
  • https://github.com/Fematich/mlengine-boilerplate
• AI Hub
• Cloud AutoML

AWS - Amazon web services

• https://aws.amazon.com/
• https://github.com/donnemartin/awesome-aws
• ML on AWS
• SageMaker
• AI on AWS
  • https://aws.amazon.com/polly
  • https://aws.amazon.com/rekognition

Watson (IBM)

• http://www.ibm.com/watson/
• IBM Watson APIs
• http://www.datasciencecentral.com/profiles/blogs/ibm-watson-does-your-taxes-question-answering-machine-versus-expe
• https://www.codecademy.com/learn/ibm-watson
• https://www.ibm.com/cloud/watson-studio
• https://www.ibm.com/watson/services/knowledge-studio/

Other platforms

• Dataiku DSS
• Domino DataLab
• RapidMiner
• Knime

Code

• #CODE Pulumi - Universal Infrastructure as Code. Your Cloud, Your Language, Your Way
  • https://www.pulumi.com/
  • Pulumi's Infrastructure as Code SDK is the easiest way to create and deploy cloud software that uses containers, serverless functions, hosted services, and infrastructure, on any cloud
  • https://github.com/pulumi/examples
• #CODE Serverless - Build web, mobile and IoT applications with serverless architectures using AWS Lambda, Azure Functions, Google CloudFunctions & more!
  • https://serverless.com/
• #CODE Cloudpathlib - pathlib-style classes for cloud storage services such as Amazon S3, Azure Blob Storage, and Google Cloud Storage
  • https://cloudpathlib.drivendata.org/