AI/ML Resources

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

· 6,684 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

· 8,124 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

· 7,548 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

· 6,014 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

· 65,330 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

· 12,533 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

· 6,672 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

· 5,017 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

· 18,445 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

· 9,500 Views · 5 Likes

Chatbot for Customer Support

These days there are many use cases for conversational AI. In the following article, we go through implementing a chatbot using Java and Apache OpenNLP.

March 12, 2021

by Ima Miri

· 9,249 Views · 3 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

· 23,301 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

· 10,411 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

· 8,502 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

· 7,308 Views · 5 Likes

Free Datasets for Machine Learning and Deep Learning

A great, free resource for training data!

February 27, 2021

by Ajitesh Kumar

· 8,207 Views · 2 Likes

An Introduction To Data Connectivity and Data Connectivity Solutions

In this article, we discuss facts about data connectivity, the related concepts, its benefits, as well as a discussion on some data connectivity solutions.

Updated February 25, 2021

by Joydip Kanjilal

CORE

· 9,054 Views · 4 Likes