GCP Goodies Part 2— Google Deployment Manager with Kubernetes Type Provider
In the first part of GCP Goodies series (link here), I have written about the basics of deployment using simple yamls as well as Python/Jinja templates which you can use to write your Infrastructure as Code in more flexible way. But the Deployment Manager doesn’t stop there, it has a very powerful mechanism for managing […]
Read More →GCP Goodies Part 1 — Google Deployment Manager Basics
Once you start setting up cloud infrastructure consisting of more than a single server and a database you will realize the importance of Infrastructure as Code (IaC) solutions such as Terraform, Puppet, etc, among many others. Recently, within a project I work on, we have moved all our infra to Google and its cloud offering, […]
Read More →Access Control System with Raspberry Pi, RFiD and AWS Rekognition
Published at: https://softwaremill.com/access-control-system-with-rfid-and-amazon-rekognition/
Read More →Upgrading AWS “Deep Learning AMI Ubuntu Version” to TensorFlow 1.1.0 with GPU support
Published at: https://softwaremill.com/how-to-upgrade-aws-deep-learning-ami-to-tensorflow-1-1-0/
Read More →Amazon Machine Learning Service initial tests
Today I have executed some simple test against Amazon AWS Machine Learning service. The idea was simple: take the MNIST dataset available on Kaggle.com divided into train and tests datasets, push it to Amazon S3 and run it through Amazon Machine Learning service to see what happens. I have intentionally left all the defaults (although […]
Read More →Easy ‘curling’ with Httpie
Sometimes there is a need to quickly test some web service if its responding correctly to the given data, that is especially true when using a new REST service you haven’t worked with before and just want to try it out. Using curl is not always as fun as it could be because of multiple […]
Read More →Machine Learning and Kaggle Digit Recognizer Competition
This is a rather introductory article to Machine Learning and using one of the freely available libraries to predict a value of some entity using classification mechanism. For those interested in Machine Learning and just starting their endeavours into that field I would like to mention a great place to start using your acquired theory […]
Read More →Big Data analysis with Hadoop, Pig and Stack Exchange data dump
Finally I have finished my latest pet project. I was learning Pig and Hadoop but most importantly I was trying to learn how to finish things. As with most of my pet projects, I start small hoping I will finish that, get smth useful and have something to write about, but usually I never stop […]
Read More →Google App Engine – Searching with JDO
How to perform a search in the Data Strore when there is nothing like ‘LIKE’ keyword available? This is a short code snipped allowing you to search the data in your Google App Engine data store. List<User> locs = new ArrayList<User>(); Query query = pm.newQuery(User.class); query.setFilter("name >= […]
Read More →Apache Click on Google App Engine – Hello World Example
Hello World! If this blog would run on App Engine and was build with Apache Click I could finish this tutorial right here :). But more seriously, I will describe short step by step tutorial on how to get started with Apache Click on Google App Engine. I’m assuming that you have GAE plugin for […]
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