AI/ML Resources

AI Survey 2018: Insights and Suggestions

Let's take a look at some insights and suggestions of Artificial Intelligence and Machine Learning as well as explore tools to help you start learning AI.

Updated May 19, 2022

by Sibanjan Das

· 8,561 Views · 5 Likes

Geographic Scale With Virtual Machines and Kubernetes Nodes

In this post, see how to allow for the use of a mix of Kubernetes pods and virtual machines.

May 19, 2022

by Mike Bookham

· 4,726 Views · 1 Like

How to Utilize Python Machine Learning Models

Learn how to serve and deploy machine learning models built in Python locally, on the cloud, and Kubernetes with an open-source framework.

May 19, 2022

by Ed Shee

· 7,271 Views · 2 Likes

Activation Functions and Optimizers for Deep Learning Models

In this article, learn about activation functions and optimizers for deep learning models.

Updated May 18, 2022

by Kevin Vu

· 8,047 Views · 2 Likes

5 Questions About the Potential (and Limits) of AI With John Maeda

An exploration of the difference between how humans and computers process information, and what it means for the future of AI with John Maeda.

Updated May 18, 2022

by Sarah Goff-Dupont

· 7,008 Views · 7 Likes

4 Business Applications for Natural Language Processing

Check out four business applications for natural language processing.

Updated May 18, 2022

by Thomas Griffin

· 10,111 Views · 5 Likes

Applying Design Thinking to Artificial Intelligence. Why Should You Use It in Your AI-Based Projects?

AI product managers and designers use the Design Thinking methodology to build AI systems that are more human-centered and agile in development.

May 18, 2022

by Dorota Owczarek

· 5,625 Views · 1 Like

Augmented Analytics: The Future of Business Intelligence

Augmented analytics will improve business decision-making, save money and efforts.

May 16, 2022

by Prasanna Chitanand

· 4,976 Views · 2 Likes

Real-Time Supply Chain With Apache Kafka in the Food and Retail Industry

This article explores real-world deployments across the food and retail supply chain powered by data streaming with Apache Kafka to improve business processes.

Updated May 16, 2022

by Kai Wähner

CORE

· 5,717 Views · 3 Likes

Image Classification Using SingleStore DB, Keras, and Tensorflow

Follow along in this tutorial to learn how to store Fashion MNIST images and ML predictions in SingleStore DB.

Updated May 13, 2022

by Akmal Chaudhri

CORE

· 7,738 Views · 3 Likes

Time Synchronization in Distributed Systems: TiDB's Timestamp Oracle

This article is an introduction to PingCAP's TiDB’s timestamp oracle (TSO), how it delivers time services, and its strengths and weaknesses.

May 12, 2022

by haitao gao

· 7,079 Views · 2 Likes

Comparing Akka Streams, Kafka Streams and Spark Streaming

We'll discuss the pros and cons of the frameworks and which to use when.

Updated May 9, 2022

by Daniel Ciocirlan

· 23,671 Views · 3 Likes

OPC-UA, MQTT, and Apache Kafka: The Trinity of Data Streaming in IoT

Learn about Apache Kafka, MQTT, and OPC-UA for data streaming in IoT and Industry 4.0, including architectures, comparisons, and examples from Audi and BMW.

May 9, 2022

by Kai Wähner

CORE

· 10,900 Views · 10 Likes

The Most Popular Kubernetes Alternatives and Competitors

Here's a quick introduction to Kubernetes, including popular alternatives and competitors to the open-source platform as well as why we need container orchestration.

May 9, 2022

by Alfonso Valdes

· 7,287 Views · 4 Likes

Your Old Laptop Is Your New Database Server

Learn how to take advantage of that old laptop by installing Ubuntu Server, Docker, and MariaDB with all the configurations needed to have it always available.

May 5, 2022

by Alejandro Duarte

CORE

· 87,393 Views · 14 Likes

Evolving Domain-Specific Languages

DSLs are intended to express domain concepts in a natural way. But are domain concepts set in stone? Or are they something that we could consciously evolve?

Updated May 5, 2022

by Konstantin Plotnikov

· 7,121 Views · 4 Likes

Data Observability Doesn't Just Create Savings — It Drives Revenue, Too

If you think the benefits of data observability stop at cost-cutting or avoiding bad outcomes, you’re only looking at half of the equation.

May 4, 2022

by Will Robins

· 3,806 Views · 2 Likes

Fintech and AI: Ways Artificial Intelligence Is Used in Finance

Are you looking for ways to implement AI and Fintech in Finance? Read this article to find out how these two technologies are used in the financial sector.

May 4, 2022

by Megha Verma

· 8,760 Views · 7 Likes

Quality Engineering Design for AI Platform Adoption

AI platform adoption forces testing the algorithm, data, integrations, safety, security, performance, UX, and training models.

May 3, 2022

by Anbu Muppidathi

· 6,804 Views · 5 Likes

The 5 Healthcare AI Trends Technologists Need to Know

With the increased investments and interest from a broader range of users, it’s encouraging to see how a highly regulated industry like healthcare is ushering in AI.

May 2, 2022

by David Talby

· 7,301 Views · 6 Likes

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