AI/ML Resources

Speed up Large-Scale ML/DL Offline Inference Jobs at Microsoft Bing

In this article, we will share our observations and the practice to solve the challenges while running inference at scale.

January 11, 2022

by Binyang Li

· 3,545 Views · 3 Likes

Streaming Data Exchange With Kafka and a Data Mesh in Motion

Data Mesh is an architecture paradigm, not a single technology. This post looks into this principle to explore why no single technology is fit to build a Data Mesh.

January 10, 2022

by Kai Wähner

CORE

· 4,924 Views · 7 Likes

Virtual Reality and Augmented Reality in the Browser

This article about Progressive web apps is about implementing Virtual Reality (VR) and Augmented Reality (AR) with A-Frame.

Updated January 6, 2022

by Peter Eijgermans

· 32,463 Views · 8 Likes

Kubeflow Fundamentals Part 6: Working With Jupyter Lab Notebooks

In this post, we’ll focus on getting more familiar with Jupyter notebooks and how we can leverage them within Kubeflow as part of our machine learning workflow.

January 5, 2022

by Jimmy Guerrero

· 5,344 Views · 3 Likes

The “Onion Peel” Approach to Hyper Intelligent Automation

Let's see how the Onion bulb scales represent various stages in the journey of Intelligent Automation that an enterprise can look to undertake systematically.

January 5, 2022

by Ved Prakash

· 6,518 Views · 4 Likes

The Role of AR/VR in Transforming the Manufacturing Industry Digitally

In this article, find out how the manufacturing industry is adopting AR and VR to transform the way it operates, and therefore overcoming several challenges.

January 4, 2022

by Sandeep Gundla

· 4,415 Views · 2 Likes

How Computer Vision Can Help Fight Climate Change

This article on artificial intelligence explains how computer vision could possibly help fight climate change. Read on to find out more.

December 27, 2021

by Kevin Vu

· 4,988 Views · 2 Likes

Real-Time Edge Application With Apache Pulsar

In this article, you will learn how to build edge applications using Pulsar, the challenges of developing edge applications and why Apache Pulsar is the solution.

December 18, 2021

by Tim Spann

CORE

· 27,487 Views · 4 Likes

How to Successfully Leverage AI in Your Automated Kubernetes Monitoring

In this article, we’re going to take a look at the best methods available to you to leverage AI in your automated Kubernetes monitoring.

December 11, 2021

by Matthew Cooper

· 6,636 Views · 2 Likes

Federated Learning: Collaborative Machine Learning With a Tutorial

With people becoming more aware of the data economy, demand for privacy-preserving machine learning solutions and tools like federated learning is on the rise.

December 8, 2021

by Kevin Vu

· 8,050 Views · 2 Likes

Using Datafold to Enhance DBT for Data Observability

We’ll look at how Datafold and dbt work in tandem to bring observability and repeatability into your data quality process.

December 7, 2021

by Michael Bogan

CORE

· 9,295 Views · 1 Like

Convert Audio File into Text With Machine Learning

Time to visualize some speech.

December 1, 2021

by Jackson Jiang

· 7,081 Views · 4 Likes

Database Sizing and Capacity Planning: A Step-by-Step Example

How to estimate the workload and operational margins for a fictional service, then calculate the database resources needed to handle this workload.

December 1, 2021

by Avishai Ish-Shalom

· 9,043 Views · 2 Likes

Artificial Intelligence Vs Software Engineering: What Is the Difference?

Artificial Intelligence and Software Engineering are the two fields of Computer sciences but are they really similar or very different? Let's explore this.

November 30, 2021

by Øyvind Forsbak

· 24,199 Views · 1 Like

Building an ETL Pipeline With Airflow and ECS

Get your data flowing.

November 27, 2021

by Nikita Vasilev

· 7,037 Views · 4 Likes

How To Use SingleStore With Spark ML for Fraud Detection

In this final part of our Fraud Detection series, we’ll use Spark to build a Logistic Regression model from data stored in SingleStore.

November 25, 2021

by Akmal Chaudhri

CORE

· 8,291 Views · 2 Likes

Interview With FastAPI Creator - Sebastian Ramirez

Here is a quick recap of the knowledge shared by Sebastián Ramírez - an open-source enthusiast and the creator of FastAPI, Typer, and SQLModel.

November 23, 2021

by Elizabeth Lvova

· 8,922 Views · 3 Likes

What KPIs Measure the Success of an AI Project?

The performance of a machine learning model is first assessed based on its success rate. Then about the compatibility of this rate with business objectives.

November 17, 2021

by Ketan Parmar

· 8,813 Views · 3 Likes

How To Use SingleStore With Spark ML for Fraud Detection

In this second article in our Fraud Detection series, we’ll load credit card data into our Spark environment.

November 16, 2021

by Akmal Chaudhri

CORE

· 8,103 Views · 2 Likes

OAuth 2.0 Session Clustering

Learn how to control OAuth in a load-balanced application. This post shows how to manage sessions for a simple load-balanced application that uses OAuth 2.0.

November 16, 2021

by Brian Demers

· 5,765 Views · 6 Likes

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