AI/ML Resources

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

· 7,211 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

· 5,650 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

· 138,903 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

· 18,136 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

· 8,113 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

· 78,606 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

· 53,967 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

· 8,195 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

· 16,604 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

· 15,204 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

· 8,200 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

· 37,714 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

· 16,420 Views · 0 Likes

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

· 5,491 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

· 67,092 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

· 143,428 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

· 87,065 Views · 58 Likes

Scalable, Distributed Systems Using Akka, Spring Boot, DDD, and Java

It's time to put everything together to make the ultimate scalable distributed system. With our powers combined, we can make it happen.

April 18, 2017

by Ajmal Karuthakantakath

· 43,161 Views · 40 Likes

Need Billions of Web Pages? Don't bother Crawling.

How to get started using free, preprocessed CommonCrawl web crawl datasets that you could use for machine learning, natural language processing, and more.

April 6, 2017

by Julien Nioche

· 32,393 Views · 2 Likes

Brute Forcing HS256 Is Possible: The Importance of Using Strong Keys in Signing JWTs

In this article, we go over what exactly a JSON Web Token is, how they can be cracked using brute force, and the best way to avoid this security issue.

April 6, 2017

by Prosper Otemuyiwa

· 12,889 Views · 1 Like

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