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 ...
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 ...
Python vs C++ for Text Processing20171115140311

Python vs C++ for Text Processing

Tom RadcliffeNovember 15, 2017, , , , , ,
Text will always be a major format for data and it will never be well-organized. According to Phil Karlton’s famous joke, the two hard problems in com...
Accelerating Your Algorithms: Considerations in Design, Algorithm Choice and Implementation20171102130109

Accelerating Your Algorithms: Considerations in Design, Algorithm Choice and Implementation

Tom RadcliffeNovember 2, 2017, , , ,
The pursuit of speed is one of the few constants in computing, and it is driven by two things: ever-increasing amounts of data, and limited hardware r...
Robust Algorithms for Machine Learning20170720141501

Robust Algorithms for Machine Learning

Machine learning is often held out as a magical solution to hard problems that will absolve us mere humans from ever having to actually learn anything...
Machine Learning, Intel MKL and Shooting Space Aliens at PyCon 201720170602160007

Machine Learning, Intel MKL and Shooting Space Aliens at PyCon 2017

One of the best parts of PyCon 2017 was meeting with the amazing folks from the Python community. We had a great three days at the conference and the ...
Building Game AI Using Machine Learning: Working with TensorFlow, Keras, and the Intel MKL in Python20170525170332

Building Game AI Using Machine Learning: Working with TensorFlow, Keras, and the Intel MKL in Python

Update August 29, 2017: Full source code now available on GitHub – https://github.com/ActiveState/neuroblast. Heading into PyCon, we wanted to put tog...
Good Things Come in Managed Packages20170516170432

Good Things Come in Managed Packages

Package management is a significant issue in every programming language and the number of packages associated with each language is astonishing. Pytho...
Pandas: Framing the Data20170510111000

Pandas: Framing the Data

Data science, and numerical computing, in general, has a problem: the deep linear algebra libraries deal with pure numbers in vectors and matrices, bu...