How to Make Python Dependencies Manageable20190321101048
How to Make Python Dependencies Manageable
March 21, 2019build engineering, dependencies, pipenv, python, virtualenv
Cross-package dependencies are a nightmare. Every Readme says “install packages X, Y and Z” but they rarely mention the versions of those ...
Oracle Charges for Java Updates: Now What?20190214091744
Oracle Charges for Java Updates: Now What?
Prior to January 2019, customers paid Oracle for a Java Standard Edition (SE) license plus annual support, and updates were provided for free. Startin...
Python Deployment Heck20180920152606
Python Deployment Heck
September 20, 2018deployment, docker, python
Python coding is an awesome experience. Python deployment? Not so much. It’s not quite Hell, and things do get moving eventually rather than get stuck...
Python: Bridge between Data Science & Engineering, to reach Machine Learning20180320044343
Python: Bridge between Data Science & Engineering, to reach Machine Learning
March 20, 2018data science, engineering, machine learning, python
*Note: this post was originally posted on LinkedIn. We’re starting our own March madness, and it’s all about machine learning (ML). Want to share you...
How Do You Make Sure Security Practices End Up in Production?20180315002711
How Do You Make Sure Security Practices End Up in Production?
March 15, 2018development process, development security, python, python runtime, quality assurance, runtime, runtime security, runtime verification, security
In my previous post, Why baking security into products is important, I examined the reasons for pushing security leftwards in your development process...
Open Source Languages Run Enterprise Software20180308043235
Open Source Languages Run Enterprise Software
March 8, 2018enterprise software, go, open source, open source code, Open source language, perl, python, ruby
I joined ActiveState last year. It’s the first time I’m working directly in the open source space. And along with learning a lot, it’s been remarkable...
Options for Deploying Machine Learning Algorithms to AWS20180117190038
Options for Deploying Machine Learning Algorithms to AWS
January 17, 2018activepython, Amazon, ami, aws, machine learning, python, SageMaker
AWS is a great place for accessing scalable, cheap resources on which to deploy data models. However, actually using AWS for this purpose can be chall...
Poodle, Pug or Weiner Dog? Deploying a Dog Identification TensorFlow Model Using Python and Flask20180110210017
Poodle, Pug or Weiner Dog? Deploying a Dog Identification TensorFlow Model Using Python and Flask
January 10, 2018activepython, flask, machine learning, python
In my last post I surveyed the growing array of options for deploying your ML models into production. In this post, we’ll create a demo to see how sim...
How to Deploy Machine Learning Models to a .NET Environment20180103150000
How to Deploy Machine Learning Models to a .NET Environment
January 3, 2018.NET, activepython, flask, machine learning, python, r
Python and R are among the most popular programming languages for data-centric engineers. However, they are not always the languages that the rest of ...
How to Get Hadoop Data into a Python Model20171220080700
