AI/ML Resources

Graph-Based Data Science, Machine Learning, and AI

What does graphing have to do with machine learning and data science? A lot, actually — learn more in The Year of the Graph Newsletter's Spring 2021 edition.

April 20, 2021

by George Anadiotis

· 9,295 Views · 5 Likes

The Magic of Apache Spark in Java

An experience software architect runs through the concepts behind Apache Spark and gives a tutorial on how to use Spark to better analyze your data sets.

April 13, 2021

by Reza Ganji

CORE

· 39,080 Views · 21 Likes

C#: Pitfalls in String Pool

Thar be danger in them waters... Abandon all hope, ye who String.Intern here.

April 10, 2021

by Ilya Gainulin

· 8,058 Views · 5 Likes

Deep Dive Into CodeReady Containers Deployment on Linux

I am going to walk you through the deployment of CRC on Linux, take a closer look at how CRC works, and review some of the configuration options.

April 9, 2021

by Ales Nosek

· 5,208 Views · 3 Likes

How To Give Your DevOps Feedback Loop The Update It Needs

Your DevOps team should always be looking to improve the speed and quality of your process. We discuss a few solutions to enhance your feedback loops.

April 8, 2021

by Samuel O'Brien

· 8,772 Views · 2 Likes

Dodge Adversarial AI Attacks Before It's Too Late!

Research depicts how AI algorithms that parse and analyze algorithms can be tricked and deceived by precisely crafted phrases. How do we combat these attacks?

April 8, 2021

by Nancy Rean

· 5,913 Views · 3 Likes

Quality Assurance 101 for AI and Machine Learning

QA for AI and ML is developing fast. Learn why it matters and what data quality has to do with the accuracy of your ML models and the success of AI initiatives.

April 7, 2021

by Aleksei Chumagin

· 5,987 Views · 3 Likes

Using Machine Learning To Detect Railway Defects

The article describes the experience of effectively using machine learning to automatically detect defects during ultrasonic control of railway rails.

April 5, 2021

by Aleksei Kaliuzhnyi

· 7,037 Views · 5 Likes

AI-First Strategy: Where To Start?

Artificial intelligence can give your business a competitive advantage and unlock tremendous opportunities that were hitherto inaccessible. Here’s a 6-step plan to developing an effective AI-first strategy.

April 5, 2021

by Mir Ali

CORE

· 6,500 Views · 5 Likes

Predicting Housing Prices Using Google AutoML Tables

Introduction to Google Cloud AutoML Tables, which can train both regression and classification models depending on the type of column we are trying to predict.

April 1, 2021

by Mudit Jain

· 5,387 Views · 8 Likes

Is Apache Kafka a Database? The 2021 Update

Kafka is a database, providing ACID guarantees. But, it works differently than other databases and doesn't replace them. It's a complementary tool.

Updated March 31, 2021

by Kai Wähner

CORE

· 64,336 Views · 28 Likes

Google Analytics 4: 7 Biggest Pitfalls of the Revamped GA

While the new iteration of Analytics is certainly a development with the future in mind, marketers may want to hold fire from making the switch from existing platforms.

March 29, 2021

by Dmytro Spilka

· 11,777 Views · 3 Likes

Audio Analytics: An Important Technology for Autonomous Cars

Audio analytics has changed car companies' focus on their products to improve customer satisfaction. Voice and speech recognition have become integral in the industry.

March 25, 2021

by Priyanshu Makhiyaviya

· 6,016 Views · 4 Likes

Use KubeKey To Set Up a Kubernetes and KubeSphere Cluster With NFS Storage

How to install KubeSphere, a container platform running on top of Kubernetes with streamlined DevOps workflows, unified multi-cluster management, and more.

March 24, 2021

by Sherlock Xu

· 3,973 Views · 5 Likes

Health Monitoring Through Data From Wearables

Wearable IoT devices for health monitoring are presented. Opportunities and challenges for developing applications for interoperable big data are also explored.

March 16, 2021

by Thiago Nascimento

CORE

· 17,558 Views · 2 Likes

Run and Scale an Apache Spark Application on Kubernetes

Learn how to set up Apache Spark on IBM Cloud Kubernetes Service by pushing the Spark container images to IBM Cloud Container Registry....

March 15, 2021

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 8,565 Views · 5 Likes

Top 8 Augmented Reality Toolkits App Developers Should Consider

This article covers several different major players in the development of augmented reality apps today so that you can pick the right toolkit for you.

Updated March 11, 2021

by Amaan T

· 22,729 Views · 4 Likes

Using Machine Learning to Automate Data Cleansing

There are stages in the data cleansing process where machine learning can not only automate workflows, but influence decisions, and achieve better results.

March 8, 2021

by Zara Ziad

· 9,584 Views · 4 Likes

How to Detect Hate Speech Text in Java

Use Natural Language Processing APIs to perform hate speech analysis and detection on English text in Java. This tool is currently only available for English input text.

March 7, 2021

by Brian O'Neill

CORE

· 8,012 Views · 3 Likes

6 Pre-Trained DL Models to Digitize and Extract Features from Imagery

Here are 6 pre-trained deep learning models that you can use for everything from extracting building footprints to detecting shipwrecks.

March 5, 2021

by David Cardella

· 6,456 Views · 5 Likes

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