AI/ML Resources

Learn to create a facial recognition type app that mimics the filters feature so popular with Snapchat users, for use in your own mobile app.

July 14, 2017

by Garnier Vincent

· 36,977 Views · 5 Likes

What's the Future of Integration and APIs?

More systems are being connected more seamlessly thanks to the integration of artificial intelligence (AI) and machine learning (ML).

July 12, 2017

by Tom Smith

CORE

· 15,286 Views · 3 Likes

Learn the Math for Feedforward Neural Networks

If you're learning about feedforward neural networks for the first time, understanding the math behind them is a great place to start.

July 11, 2017

by Pranjut Gogoi

· 5,479 Views · 6 Likes

The Inception of Neural Networks and Finite State Machines

In the first post of this series, get a brief look at research about neural networks, finite state machines, models of the human brain, and abstract machines.

July 11, 2017

by Daniela Kolarova

CORE

· 7,226 Views · 9 Likes

NATS: The Good, Gotchas, and Some Awesome Features

Read about some of the great features, and the catches, of the NATS open source messaging system for cloud native apps, IoT messaging, and microservices architectures.

July 6, 2017

by Karolis R

· 5,667 Views · 3 Likes

28 Artificial Intelligence Terms You Need to Know

Some of the biggest definitions that you need to know when it comes to artificial intelligence.

July 2, 2017

by Sarah Davis

· 138,975 Views · 68 Likes

Choosing the Right Containerization and Cluster Management Tool

This comprehensive breakdown of ECS, Docker Swarm, Nomad, Kubernetes, DC/OS, and Rancher compare their pros and cons so you don't have to.

Updated June 29, 2017

by Slava Koltovich

· 18,157 Views · 8 Likes

Running Distributed TensorFlow on Slurm Clusters

Check out a thorough example that will help you in your experiments with TensorFlow on Slurm clusters with the use of a simple Python module.

June 27, 2017

by Tomasz Grel

· 8,121 Views · 1 Like

Deep Dive Into OCR for Receipt Recognition

No matter what you choose, an LSTM or another complex method, there is no silver bullet. Some methods are hard to use and not always useful.

June 21, 2017

by Ivan Ozhiganov

· 78,632 Views · 13 Likes

Streaming in Spark, Flink, and Kafka

There is a lot of buzz going on between when to use Spark, when to use Flink, and when to use Kafka. Get it all straight in this article.

June 18, 2017

by Shivangi Gupta

· 53,982 Views · 26 Likes

Predictive Analytics and Machine Learning Explained Through Dog Memes

The way that memes go viral is very similar to the way that Machine Learning and predictive analytics work. How in the world could this be?!

June 4, 2017

by Gur Tirosh

· 8,206 Views · 1 Like

Getting Started With Apache Ignite (Part 1)

In this series of articles, I will share what I learned about Apache Ignite as a beginner, starting with clustering and deployment.

May 29, 2017

by Akmal Chaudhri

CORE

· 16,620 Views · 17 Likes

Using TinkerBoard With TensorFlow and Python

In this post, we use ASUS' new embedded platform for Deep Learning and IoT with TensorFlow and Python on this RPI form factor device.

May 24, 2017

by Tim Spann

CORE

· 15,215 Views · 4 Likes

Create Microservices and Set Up a Microservice Architecture With MariaDB, Docker, and Go

During this post, we talk about what microservices are, the architecture of a photo-sharing app, how to bootstrap the app, and how to scale parts of the application.

May 22, 2017

by Bjorge Staijen

· 8,215 Views · 16 Likes

Convolutional Neural Networks vs. Cascade Classifiers for Object Detection

Convolutional neural networks largely outperform cascade classifiers. It's ideal to choose CNNs if you have enough time for training and your objects don’t scale much.

May 17, 2017

by Ivan Ozhiganov

· 37,738 Views · 7 Likes

The Top 20 Companies Enabling Predictive Maintenance

This research report serves as a 'State of Predictive Maintenance,' considering what is and isn't predictive maintenance and how organizations are pursuing the tech.

Updated May 11, 2017

by Zana Diaz

· 16,436 Views

Relevant Search Leveraging Knowledge Graphs with Neo4j: Part 2

This article continues an in-depth look at approaching the search feature using knowledge graphs and Neo4j for accurate, relevant results.

May 9, 2017

by Alessandro Negro

· 5,499 Views · 5 Likes

Understanding When to Use RabbitMQ or Apache Kafka

RabbitMQ and Apache Kafka are two of the most popular messaging technologies on the market today. Get the insight you need to choose the right software for you.

May 1, 2017

by Pieter Humphrey

CORE

· 67,110 Views · 46 Likes

Learning Big O Notation With O(n) Complexity

Big O Notation is a relative representation of an algorithm's complexity. It describes how an algorithm performs and scales by denoting an upper bound of its growth rate.

April 25, 2017

by Dan Newton

· 143,478 Views · 106 Likes

Microservices With Kubernetes and Docker

Learn step-by-step to use Kubernetes open source platform and Docker to create a continuous delivery configuration for building microservices.

Updated April 18, 2017

by Piotr Mińkowski

· 87,126 Views · 58 Likes

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