Tag - Intel

Accelerating Your Algorithms in Production [Webinar Replay]

Numerical algorithms are computationally demanding, which makes performance an important consideration when using Python for machine learning, especially as you move from desktop to production. Sponsored Post. Numerical algorithms are computationally...

Bringing Artificial Intelligence to Life

Sponsored Post Artificial Intelligence (AI) may seem like a vision for a distant future, but in truth, AI is all around us as machines are increasingly learning to sense, learn, reason, act and adapt in the real world. This is transforming industries...

Data Science 101: Handling Missing Data (Revisited)

I recently received the following question on data science methods from an avid reader of insideBIGDATA who hails from Taiwan. I think the topics are very relevant to many folks in our audience so I decided to run it here in our Data Science 101 chan...

Does It Make Sense to Do Big Data with Small Nodes?

Busting Myths about the Best Node Size for Big Data It’s been about ten years since NoSQL showed up on the scene. With its scale-out architecture, NoSQL enables even small organizations to handle huge amounts of data on commodity hardware. Need to do...

FPGAs Speed Machine Learning at SC16 Intel Discovery Zone

In this video from SC16, Intel demonstrates how Altera FPGAs can accelerate Machine Learning applications with greater power efficiency. The demo was put together using OpenCL design tools and then compiled to FPGA. From an end-user perspective, they...

Get a 2–6x Speed-up on Your Data Pre-processing with Python

Get a 2–6x speed-up on your pre-processing with these 3 lines of code! comments By George Seif, AI / Machine Learning Engineer Python is the go-to programming language for all things machine learning. It’s easy to use and has many fantastic libraries...

insideBIGDATA “Ask a Data Scientist” Series

Welcome to the series of articles sponsored by Intel – “Ask a Data Scientist” from insideBIGDATA’s popular Data Science 101 channel.  These articles constitute many of our site’s most popular resources for newbie data scientists. The 12 articles list...

Machine Learning with TensorFlow

In this on-demand webinar, you’ll get a general introduction to working with Tensorflow and its surrounding ecosystem, general problem classes, where you can get big acceleration, and why you should be running on a CPU. Sponsored Post. Tensorflow, de...