AI/ML Resources

Building an ETL Pipeline With Airflow and ECS

Get your data flowing.

November 27, 2021

by Nikita Vasilev

· 6,908 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

· 8,242 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

· 8,723 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

· 8,711 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

· 8,030 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

· 5,641 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

· 24,231 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

· 8,548 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

· 8,348 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

· 26,344 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

· 10,659 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

· 8,029 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

· 8,731 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

· 9,373 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

· 6,072 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

· 16,411 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

· 8,218 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

· 13,800 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

· 11,216 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

· 20,793 Views · 11 Likes

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