Ulrich Hoffmann

Reproducible machine learning with PyTorch and Quilt

In this article, we'll train a PyTorch model to perform super-resolution imaging, a technique for gracefully upscaling images. We'll use the Quilt …

The REPL For Hardware

We’ve been soaking (and investing) in the world of 3D printing since our investment in MakerBot in 2011. Since then, we’ve made three other …

How to update your scikit-learn code for 2018

In 2015, I created a 4-hour video series called Introduction to machine learning in Python with scikit-learn. In the years since, hundreds of …

Tracking the Progress in Natural Language Processing

Go directly to the document tracking the progress in NLP.<p>Research in Machine Learning and in Natural Language Processing (NLP) is moving so fast …

Free Learning - Free Programming eBooks | PACKT Books

27 Incredible Examples Of AI And Machine Learning In Practice

There are so many amazing ways artificial intelligence and machine learning are used behind the scenes to impact our everyday lives and inform business decisions and optimize operations for some of the world’s leading companies. Here are 27 amazing practical examples of AI and machine</b> …

An Introduction to Deep Learning for Tabular Data

Written: 29 Apr 2018 by <i>Rachel Thomas</i><p>There is a powerful technique that is winning Kaggle competitions and is widely used at Google (according to Jeff …

Amazon Is Invading Model Homes to Show Off a Future No One Wants

Amazon announced Wednesday that it will try to pitch the general public on its dystopian future by launching interactive showrooms in model homes …

How to Model and 3D Print a Project Box

Getting started with 3D modeling and 3D printing can seem like a daunting task, but it doesn’t have to be. The easiest place to start is with a …

Machine learning projects for kids

Dale Lane's Machine Learning for Kids project uses extensions to the popular Scratch programming environment to teach the basics of machine learning …

A Day in the Life of a Server

KIP-270 - A Scala Wrapper Library for Kafka Streams

Scala Version Compatibility<p>Binary Compatibility<p>When two versions of Scala are binary compatible, it is safe to compile your project on one Scala …

An Introduction to Machine Learning

IntroductionMachine learning is a subfield of artificial intelligence (AI). The goal of machine learning generally is to understand the structure of …

Mute uninteresting log noise with Machine Learning

Classifiers<p>A classifier is a machine learning model that can predict which category (or class) a piece of input data falls into. For example, you can …

Digital Transformation Review 11

Atif Rafiq is the Global Chief Information Officer and Chief Digital Officer of the Volvo Car Group. At Volvo, Atif is spearheading the digital …

How To Build a Machine Learning Classifier in Python with Scikit-learn

IntroductionMachine learning is a research field in computer science, artificial intelligence, and statistics. The focus of machine learning is to …

The Rise of Mixed Precision Arithmetic

For the last 30 years, most floating point calculations in scientific computing have been carried out in 64-bit IEEE double precision arithmetic, …

Philips Hue – control anything hack

Fred writes:To be honest, my recent simple relay hack wasn’t really all that great. It just used the high power constant current output to drive a …

How To Use the Machine Learning One-Click Install Image on DigitalOcean

IntroductionOur blog post on the state of artificial intelligence talks about how prevalent AI and machine learning have become. Machine learning, or …

atf22v10c

Programming algorithm for ATF22V10C Generic Array Logic chip.<p>I used an Arduino Due for this. Since you have to be able to switch 12V to the PREN pin, …

Adafruit SGP30 TVOC/eCO2 Gas Sensor

Detect a wide range of Volatile Organic Compounds (VOCs) and H2 and is intended for indoor air quality monitoring.Breathe easy with the SGP30 …

Guidemaster: Everything Amazon’s Alexa can do, plus the best skills to enable

Make the most out of Alexa by using these features and skills each day.<p>If you've just introduced one of Amazon's Echo devices into your home and feel …

ESP8266 ePaper WiFi Display Kit Runs for Months on a Charge

In my humble opinion—as I’ve mentioned elsewhere—ePaper is really an amazing display technology that has never really burst onto the mainstream. …

The Combined Power of IoT, Machine Learning, and AR | Webcast

<b>Webcast Replay</b><p>Industrial enterprises have been gathering data for years – but how can you identify what’s important, make sense of it in the context …

Building Distributed Systems and Microservices in Go with NATS Streaming

A while ago, I have written a blog post Introducing NATS to Go Developers for using Apcera NATS as the messaging system for building distributed …

One big step for AI – Intel’s new self learning chip Loihi

If there’s one thing at which all sciences are truly lousy at, it’s explaining themselves. Intel’s new “self learning” chip called Loihi IS a major, …

uLisp - A LoRaWAN node using uLisp

A LoRaWAN node using uLisp<p>LoRa is a low-power wireless protocol ideal for collecting data from sensors and other small devices. They typically …

Redzone Robotics Solo Unmanned Pipeline Inspection

NVIDIA Talks Up Numba For GPGPU Computing With Python

Numba is designed to allow for high performance Python JIT-compiled code designing for C/C++ levels of performance while using LLVM for optimizations …

Arduino & Android Based Bluetooth Control Password Protected Door Lock (Version 2)

I published an instructable on Arduino & Android based DIY smart lock which can be open and closed using password sent from Android smartphone over …