AI/ML Resources

Model Serving: Stream Processing vs. RPC/REST With Java, gRPC, Apache Kafka, TensorFlow

We take a look at these popular technologies, and see how they compare to stream processing when working with model serving.

July 10, 2018

by Kai Wähner

CORE

· 20,171 Views · 5 Likes

Serverless Case Study: Coca-Cola

If you're curious who is using serverless technology seriously in big corporations, then you'll want to check out this quick case study that covers how Coca-Cola is leveraging this technology.

Updated July 10, 2018

by John Demian

· 10,513 Views · 7 Likes

Machine Learning With H2O — Hands-On Guide for Data Scientists

This hands-on guide aims to explain the basic principles behind H2O and get you as a data scientist started as quickly as possible in the most simple way.

June 27, 2018

by Pavel Pscheidl

· 50,011 Views · 12 Likes

Introduction to Spark With Python: PySpark for Beginners

In this post, we take a look at how to use Apache Spark with Python, or PySpark, in order to perform analyses on large sets of data.

June 20, 2018

by Kislay Keshari

· 44,878 Views · 15 Likes

Calculating TF-IDF With Apache Spark

In this article, we look at using Apache Spark with the Spark SQL API to write TF-IDF algorithms using Scala for texting mining.

June 15, 2018

by Arseniy Tashoyan

· 39,611 Views · 3 Likes

Simplifying InfluxDB: Shards and Retention Policies

This article aims to make sense of InfluxDB, especially retention policies, shard groups, and shards, as well as OSS versus enterprise databases.

June 13, 2018

by Margo Schaedel

· 13,610 Views · 1 Like

How to Configure NGINX High Availability Cluster Using Pacemaker on Ubuntu 16.04

Learn how to set up and configure Pacemaker to create a high availabilty cluster with failover capabilities on multiple nodes.

June 12, 2018

by Hitesh Jethva

· 19,388 Views · 2 Likes

10 Open-Source Tools/Frameworks for Artificial Intelligence

Looking for an open-source tool/framework for AI? Read this article to learn more about ten.

June 8, 2018

by Somanath Balakrishnan

CORE

· 38,025 Views · 20 Likes

What Is TensorFlow and What Is New in It?

Read this article in order to learn more about TensorFlow and to view a tutorial on how to use it in your project.

May 31, 2018

by Shailna Patidar

· 11,164 Views · 5 Likes

MachineX: Why No One Uses an Apriori Algorithm for Association Rule Learning

Read this article in order to learn more about the Apriori algorithm.

May 31, 2018

by Akshansh Jain

· 13,495 Views · 2 Likes

A Beginner’s Guide to Kubernetes

This detailed and expansive post on Kubernetes will give you plenty of information about the features that have made it the most popular container orchestrator.

May 25, 2018

by Imesh Gunaratne

· 34,387 Views · 55 Likes

Master Data Belongs on the Blockchain

Like all big data, master data offers important opportunities for machine learning analytics. Embedded analytics of anonymized master data can yield powerful insights.

May 18, 2018

by Steve Moore

· 5,996 Views · 2 Likes

Set Up Selenium Docker – Make Parallel Execution Easy

Learn how you can set up Selenium Docker to solve many of the limitations of Selenium Grid and make distributed testing easier.

May 18, 2018

by Arunkumar Velusamy

· 18,721 Views · 3 Likes

DIY SMT Pick and Place Machine With OpenPnP

This clever self-made project features a pick and place machine for rapid, largely automated microcontroller assembly with some help from the OpenPnP framework.

May 10, 2018

by Erich Styger

· 43,726 Views · 1 Like

Augmented Reality in Education

With the current adoption of mobile technologies and the recent advances in hardware, AR is becoming more accessible and broadly used in education.

May 2, 2018

by Maria Aleksandrova

· 18,807 Views · 2 Likes

Revolutionizing API Testing with Artificial Intelligence

API testing is often more accurate and more have more benefits than UI testing. So why aren't more companies using API testing instead of UI testing?

May 2, 2018

by Chris Colosimo

· 8,200 Views · 4 Likes

Netflix to Try Out AI to Craft Personalized Trailers for Movies

A platform with multiple genres of movies and shows catering to different customer groups needs an effective mechanism to tailor suggestions. AI can help.

May 1, 2018

by Mahesh Charjan

· 7,356 Views · 2 Likes

Practical Use Cases of Facial Emotion Detection Using Artificial Intelligence

In this post, we will discuss how such facial emotion detection technology can be used to solve a variety of real-world use cases effectively.

April 30, 2018

by Shashank Gupta

· 15,084 Views · 4 Likes

Production-Scale Deep Learning With Skymind

Skymind combines open-source and custom tooling to create two main toolchains that integrate well with other frequently used tools in the data science tool bag.

April 30, 2018

by Chris Ward

CORE

· 5,945 Views · 3 Likes

Build and Interact With This Chatbot Through Voice and Audio

This tutorial walks you through the process of defining intents and entities and building a dialog flow for your chatbot to respond to customer queries.

April 27, 2018

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 8,748 Views · 5 Likes

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