AI/ML Resources

Python: A Befitting Approach to Develop AI Web Apps

Before digging into the roots of why to develop AI web apps in Python, let’s discover the basics, including meaning, facts, and figures of Artificial Intelligence.

May 25, 2022

by Harshita Agnihotri

· 5,708 Views · 2 Likes

Basic Convolutional Neural Network Architectures

This article reviews some ways that CNN architectures differ, including how the layers are structured, the elements used in each layer, and how they are designed.

Updated May 25, 2022

by Anomi Ragendran

· 6,867 Views · 2 Likes

Leveraging AI and Machine Learning Technology For Medical Imaging

A medical imaging technology In mammography that incorporates artificial intelligence (AI) has proved beneficial to breast cancer patients.

May 24, 2022

by Matthew McMullen

· 6,373 Views · 1 Like

How Many GPUs Should Your Deep Learning Workstation Have?

Trying to get the right number of GPUs for a deep learning workstation can be tricky. Here’s how to optimize your deep learning workstation without blowing your budget.

May 23, 2022

by Kevin Vu

· 5,712 Views · 1 Like

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

CORE

· 8,077 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

· 4,403 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

· 6,928 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

· 7,570 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

· 6,717 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

· 9,455 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

· 5,235 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

· 4,656 Views · 1 Like

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

· 5,220 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

· 7,212 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

· 6,107 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

· 20,161 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

· 10,418 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

· 6,811 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

· 85,166 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

· 6,016 Views · 4 Likes

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