AI/ML Resources

Using AI and Algorithms to Solve Complex Systems

With algorithms, AI brings the answers to questions about complex systems because we will have the answer even before asking the question.

April 10, 2018

by Thomas Jardinet

CORE

· 7,469 Views · 7 Likes

Message Queuing (Kafka and Zookeeper) for Microservices and ML Solutions Pipelines

This article demonstrates the basic flow of using Apache Kafka and Zookeeper for microservice communications and how to get started.

Updated April 2, 2018

by Sudip Bhandari

· 12,047 Views · 8 Likes

How to Cluster Images With the K-Means Algorithm

Learn how to read an image and cluster different regions of the image using the k-means algorithm and the SciPy library.

March 28, 2018

by Sibanjan Das

CORE

· 58,401 Views · 7 Likes

10 Interesting Use Cases for the K-Means Algorithm

Learn what the k-means algorithm is, learn about its origins, and learn about some key use cases for it.

March 27, 2018

by Kaushik Raghupathi

· 156,091 Views · 6 Likes

Docker Environment Variables: How to Set and Configure Server Applications

Whether you are new to Docker or have some experience, this extensive list of 50 Docker variables should introduce you to something new.

March 19, 2018

by Angela Stringfellow

· 59,329 Views · 2 Likes

Top 5 Courses to Learn Python in 2018

Looking to learn Python this year? Come check out a list of the best five courses to help start your journey and get you closer to being a Python pro!

March 18, 2018

by Javin Paul

· 50,331 Views · 19 Likes

How to Test AI models: An Introduction Guide for QA

Get some simple answers to frequently asked questions regarding quality assurance within machine learning.

March 16, 2018

by Anastasiya Kazeeva

· 18,491 Views · 4 Likes

Orange: A Handy Open-Source Tool for Creating Machine Learning Models

Orange is an extremely easy-to-use, lightweight, drag-and-drop tool for building machine learning models and analyzing data. More importantly, it is open source!

March 13, 2018

by Sibanjan Das

CORE

· 15,684 Views · 12 Likes

Using Apple's Machine Learning for License Plate Recognition

Learn about building an app that can effectively recognize license plates and prove significant for use across industries such as security, transport, and insurance.

March 8, 2018

by Amit Manchanda

· 10,027 Views · 9 Likes

How to Create Java NLP Apps Using Google NLP API

Learn about setting up the development environment for the Google Cloud Natural Language API using Eclipse IDE and Java.

March 4, 2018

by Ajitesh Kumar

· 11,281 Views · 9 Likes

JMeter Distributed Testing with Docker

Distributed testing allows developers to perform multiple tests using the same JMX script in a containerized environment using Docker.

March 2, 2018

by Vincenzo Marrazzo

· 19,429 Views · 6 Likes

Let's take a look at how to setup folder sharing between a host and VMs in VirtualBox with either Windows or Linux. Read on for the details.

March 2, 2018

by Peter Leung

· 177,253 Views · 2 Likes

Word Embedding: Word2Vec Explained

The Word2Vec technique is based on a feed-forward, fully connected architecture. Learn exactly how it works by looking at some examples with KNIME.

March 1, 2018

by Rosaria Silipo

· 10,265 Views · 3 Likes

Digital Transformation in the New Age of Pharma

The Internet of Things, artificial intelligence, and machine learning have immense potential for medicine. Let's see some sample use cases and architectures.

February 23, 2018

by Azfer Sajjad

· 16,735 Views · 4 Likes

Distributed Sagas for Microservices

Learn about using the distributed saga pattern and AWS Step Functions to ensure correctness and consistency in your microservices.

Updated February 22, 2018

by Yos Riady

· 85,153 Views · 31 Likes

AI Programming: 5 Most Popular AI Programming Languages

Interested in learning more about AI development? Read on to get an overview of the best languages to use for when creating AI programs.

February 16, 2018

by Victor Osetskyi

· 46,677 Views · 17 Likes

Apache Spark and Apache NiFi Integration (Part 2 of 2)

Let's finish off our journey of integrating Apache Spark and Apache NiFi to cover both data ingestion and running Apache Spark jobs.

February 15, 2018

by Tim Spann

CORE

· 29,532 Views · 7 Likes

Machine Learning With Decision Trees

This paper shows you how to get started with machine learning by applying decision trees using Python on an established dataset.

February 14, 2018

by Alan Brown

· 13,151 Views · 6 Likes

GitOps: High-Velocity CI/CD for Kubernetes

Check out this presentation for techniques for teams aiming for high-velocity continuous delivery using Kubernetes and Docker.

February 14, 2018

by Alexis Richardson

· 24,491 Views · 8 Likes

Machine Learning: Validation Techniques

In this post, you will briefly learn about different validation techniques: resubstitution, hold-out, k-fold cross-validation, LOOCV, random subsampling, and bootstrapping.

February 12, 2018

by Ajitesh Kumar

· 43,614 Views · 5 Likes

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