AI/ML Resources

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

· 7,043 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

· 8,421 Views · 1 Like

Convert Audio File into Text With Machine Learning

Time to visualize some speech.

December 1, 2021

by Jackson Jiang

CORE

· 6,695 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

· 7,839 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 Oeyvind Forsbak

· 22,679 Views · 1 Like

Building an ETL Pipeline With Airflow and ECS

Get your data flowing.

November 27, 2021

by Nikita Vasilev

· 6,068 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

· 7,953 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

· 6,985 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

· 8,154 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

· 7,709 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

· 4,962 Views · 6 Likes

Machine Learning and React Native: Feasible for Web Development?

Machine Learning isn't just meant for big machines with lots of GPUs. What if you can execute ML models on your phone! And with React Native it's not all that hard!

Updated November 15, 2021

by Chris Bateson

· 23,840 Views · 3 Likes

Best Accessories and External Components for AI Computers

There aren’t many companies talking about AI computer build-essentials. It is exactly why we have compiled a list of important components for AI computers.

November 10, 2021

by Kevin Vu

· 7,785 Views · 1 Like

How to Use SingleStore With Spark ML for Fraud Detection

In this 3-part series of articles, we’ll see how easy it is to use the SingleStore Spark Connector and the performance benefits it provides.

November 9, 2021

by Akmal Chaudhri

CORE

· 8,049 Views · 2 Likes

Using Machine Learning for Log Analysis and Anomaly Detection: A Practical Approach to Finding the Root Cause

Learn a practical approach to using Machine Learning for Log Analysis and Anomaly Detection in the article below.

November 5, 2021

by Max Shash

CORE

· 23,457 Views · 7 Likes

Challenges of AI in the Media Industry and How Developers Are Facing It

As the media industry joins others by adopting AI to improve user experience, many developers are facing new challenges and higher stakes on the backend.

Updated November 4, 2021

by Abhilash Dasari

· 10,246 Views · 5 Likes

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

· 7,421 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

· 8,275 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

· 8,538 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

· 5,255 Views · 2 Likes

The Latest AI/ML Topics