AI/ML Resources

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

· 64,354 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

· 11,789 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

· 6,028 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

· 3,990 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

· 17,581 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

· 8,591 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

· 8,793 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

· 22,751 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

· 9,618 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

· 8,023 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

· 6,476 Views · 5 Likes

Free Datasets for Machine Learning and Deep Learning

A great, free resource for training data!

February 27, 2021

by Ajitesh Kumar

· 7,359 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

· 8,322 Views · 4 Likes

How We Trained a Neural Network to Generate Shadows in a Photo: Part 3

In this article, we train a neural network to generate shadows in photos.

February 23, 2021

by Artyom Nazarenko

· 5,379 Views · 4 Likes

How We Trained a Neural Network to Generate Shadows in a Photo: Part 2

In this article, we prepare for training and look at loss functions and metrics.

February 19, 2021

by Artyom Nazarenko

· 6,143 Views · 5 Likes

How We Trained a Neural Network to Generate Shadows in Photos: Part 1

A step-by-step guide on how to train a generative adversarial network (GAN) to generate shadows in images.

February 18, 2021

by Artyom Nazarenko

· 6,687 Views · 6 Likes

Intelligent Vision: AR Contact Lenses Coming Soon?

A company working towards augmented reality contact lenses could revolutionize our daily lives, helping us lead safer, more tech-savvy existences.

February 17, 2021

by Oleg Spilka

· 5,678 Views · 2 Likes

4 Ways to Implement AI in Your Web Design

AI is one of the most remarkable tools available for web developers today; learn how to use its magic to make your website one of the most popular on the web today.

February 17, 2021

by Tahha Ashraf

· 6,113 Views · 2 Likes

Using NGINX to Serve .NET Core, Nodejs, or Static Contents

NGINX is a high-performance HTTP server as well as a reverse proxy. Unlike traditional servers, NGINX follows an event-driven, asynchronous architecture.

February 13, 2021

by Jawad Hasan Shani

CORE

· 30,736 Views · 4 Likes

Graph-Based Recommendation System With Milvus

In this article, we discuss how to build a graph-based recommendation system by using PinSage (a GCN algorithm), DGL package, MovieLens datasets, and Milvus.

February 11, 2021

by Jun Gu

CORE

· 11,184 Views · 4 Likes

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