AI/ML Resources

An Introduction to Adversarial Machine Learning

Adversarial machine learning is concerned with the design of machine learning (ML) algorithms that can resist various security challenges and attackers.

January 18, 2022

by Miguel Hernandez

· 3,469 Views · 5 Likes

Solving Four Kubernetes Networking Challenges

Deploying across multiple clouds, maintaining multiple environments, and ensuring reliable and scalable network policies; we’ll look at how to tackle those challenges.

January 18, 2022

by Michael Bogan

CORE

· 121,736 Views · 6 Likes

Python Bags the TIOBE Language of the Year 2021 in a Row

Python and C# contested to grab the covetous TIOBE programming language of the year award. Python won the competition for its simplicity, extensive libraries, and more

January 16, 2022

by Anemarie Hudson

· 3,866 Views · 3 Likes

Visualizing What a Neural Network Thinks

We will see how to visualize saliency maps and get an idea of what a neural network considers important in an image.

January 16, 2022

by Luca Venturi

· 5,640 Views · 3 Likes

Major Technologies That Are Powering the Metaverse

In this blog, discover the latest technologies that are powering the metaverse — a 3D digital world brought to life by several new and interactive technologies.

January 14, 2022

by Piyush Agrawal

· 5,928 Views · 4 Likes

Best Frameworks to Use for AI App Development in 2022

Want to build an application with AI and machine learning features? Use any of these AI app development frameworks.

January 12, 2022

by Mahipalsinh Rana

· 5,978 Views · 2 Likes

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

· 3,484 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

· 4,848 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

· 32,304 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

· 5,288 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

· 6,322 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

· 4,340 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

· 4,933 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

· 27,356 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

· 6,559 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

· 7,970 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

· 9,157 Views · 1 Like

Convert Audio File into Text With Machine Learning

Time to visualize some speech.

December 1, 2021

by Jackson Jiang

· 7,028 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

· 8,948 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

· 24,072 Views · 1 Like

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