Python Deployment Heck20180920152606

Python Deployment Heck

Jeff RouseSeptember 20, 2018, ,
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

Sandra WearMarch 20, 2018, , ,
*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?

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

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

Christopher ShoeJanuary 17, 2018, , , , , ,
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

Pete GarcinJanuary 10, 2018, , ,
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

Christopher ShoeJanuary 3, 2018, , , , ,
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

How to Get Hadoop Data into a Python Model

Christopher ShoeDecember 20, 2017, , ,
Hadoop is an open-source software framework for distributed storage and distributed processing of very large data sets. All the modules in Hadoop are ...
Operationalizing Machine Learning20171129140000

Operationalizing Machine Learning

Pete GarcinNovember 29, 2017, , , , ,
Machine Learning (ML) powers an increasing number of the applications and services that we use daily. For organizations who are beginning to leverage ...
Optimizing Machine Learning with TensorFlow20171122140120

Optimizing Machine Learning with TensorFlow

Pete GarcinNovember 22, 2017, , , ,
In our webinar “Optimizing Machine Learning with TensorFlow” we gave an overview of some of the impressive optimizations Intel has made to TensorFlow ...