AI/ML Resources

Kappa Architecture is Mainstream Replacing Lambda

This blog post explores why a single real-time pipeline, called Kappa architecture, is the better fit and the role of batch processing in it without requiring Lambda.

November 3, 2021

by Kai Wähner

CORE

· 7,349 Views · 8 Likes

Text Preprocessing Methods for Deep Learning

Learn the various perspectives of preprocessing steps for deep learning neural networks related to any Natural Language Processing (NLP) problem.

October 25, 2021

by Kevin Vu

· 8,213 Views · 2 Likes

Spinnaker Meets Minikube: Part 1

Get started with Spinnaker and learn how to run various microservices on a Minikube cluster using Halyard and Docker.

October 25, 2021

by Jan-Rudolph Bührmann

· 8,465 Views · 3 Likes

Data Fabric: What Is It and Why Do You Need It?

Data fabric is a viable strategy to help overcome the barriers that previously made it hard to access data and process it in a distributed data environment.

October 21, 2021

by John Kutay

· 5,085 Views · 2 Likes

How to Accelerate Hyper-Automation With Industrial IoT

This article will walk you through specific areas where industrial IoT integration can help accelerate your pace of hyper-automation.

October 21, 2021

by Edward Ossawa

CORE

· 15,565 Views · 3 Likes

Data Versioning 101

Data versioning makes it easy for data consumers to repeat a process or research, compare outputs as a result of using different data versions.

October 20, 2021

by Ogundiran Ayobami

· 7,362 Views · 4 Likes

Impact of AI on Software Development and Testing: Ethical and Productivity Implications of Intelligent Code Creation (ICC)

Learn how Intelligent Code Creation (ICC) leverages embedded intelligence models to offer developer assistance for writing secure and best code in the class.

October 18, 2021

by Gaurav Agarwaal

· 13,113 Views · 4 Likes

Run Hundreds of Experiments with OpenCV and Hydra

In this tutorial, we'll cover how to run multiple OpenCV feature matching tasks using Hydra

October 17, 2021

by Emil Bogomolov

· 10,662 Views · 4 Likes

Cloud Data Warehouse Comparison: Redshift vs. BigQuery vs. Azure vs. Snowflake for Real-Time Workloads

We cover the pros and cons of each of these options and dive into the factors you’ll need to consider when choosing a cloud data warehouse.

Updated October 16, 2021

by Mariana Park

· 20,280 Views · 11 Likes

Essential Engineering Skills For Every Software Architect

Learn eight categories of engineering craft classifications that will help you grow as a software architect to develop depth in selected areas and awareness of others.

October 12, 2021

by Ankur Kumar

· 11,110 Views · 11 Likes

The Machines Are Biased: Fixing the Fatal Flaws That Plague Modern Algorithms

In this brief guide to building ethical algorithms, we'll uncover how modern algorithms are prone to bias and discover the best practices to avoid it.

October 11, 2021

by Darren Mathew

· 9,167 Views · 3 Likes

10 Best Free Udemy Courses to Learn Python Online

In this article, we discuss free Udemy courses to learn Python Programming from scratch as well as some essential Python libraries and Frameworks like Django.

Updated October 11, 2021

by Javin Paul

· 50,773 Views · 12 Likes

Cloud as an Enabler for Sustainability

Digital transformation is disruptive and innovative, but is it truly sustainable? Well, I would say there are two sides to every coin.

October 8, 2021

by Gaurav Agarwaal

· 6,929 Views · 4 Likes

Build a Plagiarism Checker Using Machine Learning

Using machine learning, we can build our own plagiarism checker that searches a vast database for stolen content. In this article, we’ll do exactly that.

October 6, 2021

by Tyler Hawkins

CORE

· 11,764 Views · 4 Likes

AutoML: Using Auto-Sklearn and Auto-PyTorch

Get started with AutoML!

October 2, 2021

by Kevin Vu

· 16,247 Views · 3 Likes

How Can Artificial Intelligence Transform Software Testing?

Explore the role of AI in software testing with benefits like improving the speed, transparency, and time-efficiency of automated tests.

September 30, 2021

by Shormistha Chatterjee

CORE

· 8,114 Views · 5 Likes

Implement a Distributed Database to Your Java Application

Interference is a simple Java framework that enables you to run a distributed database service within your Java application.

Updated September 28, 2021

by Sam Brown

· 18,307 Views · 9 Likes

Mainframe Modernization Acceleration Through OpenShift

Mainframe modernization covering supply chain, banking, digital transformation, hybrid cloud, DevOps, target operating model, co-existence, event-driven architecture.

September 27, 2021

by Periasamy Irisappan

· 5,918 Views · 2 Likes

Why Database Sizing Is So Hard?

Why is database capacity planning so hard? And how can you simplify it? We'll walk you through an example using ScyllaDB, an open-source NoSQL database.

September 27, 2021

by Avishai Ish-Shalom

· 6,398 Views · 3 Likes

3 GPT-3 Tools for Developers, Software and DevOps Engineers, and SREs

This article will explore GPT-3 applications in the developer space to discuss how GPT-3 can help DevOps Engineers, SREs, technical customer support, and developers.

September 25, 2021

by Max Shash

CORE

· 17,292 Views · 7 Likes

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