AI/ML Resources

How I Used Deep Learning to Train a Chatbot to Talk Like Me (Sorta)

See how to use a deep learning model to train a chatbot based on past social media conversations in hopes of getting the chatbot to respond to messages the way you would.

July 27, 2017

by Adit Deshpande

· 40,342 Views · 18 Likes

Akka Monitoring: Telemetry OpenTracing

This look at Lightbend's OpenTracing displays how you can monitor and trace your Akka actors and visualize that data with Zipkin or Jaeger.

July 27, 2017

by Hugh McKee

· 9,136 Views · 5 Likes

Working With Centralized Logging With the Elastic Stack

See how Filebeat works with the Elastic, or ELK, stack to locate problems in distributed logs for an application with microservices architecture.

July 24, 2017

by Rafael Salerno

· 6,980 Views · 2 Likes

Designing a Neural Network in Java From a Programmer's Perspective

Learn an approach to programming a neural network using Java in a simple and understandable way so that the code can be reused for various experiments.

July 18, 2017

by Daniela Kolarova

CORE

· 87,860 Views · 34 Likes

Mimic Snapchat Filters Programmatically

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

· 37,593 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

· 15,658 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

· 5,922 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

· 8,269 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

· 6,451 Views · 4 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

· 141,225 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

· 18,843 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

· 8,543 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

· 79,817 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

· 55,272 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

· 8,776 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

· 17,144 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

· 15,689 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

· 8,713 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

· 38,445 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

· 17,655 Views

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