AI/ML Resources

Document Annotation, Its Industry Significance, and Best Practices

Documents Annotation Services — Leaf through the 5 quick key measures for picking the right partner to do image labeling and document annotation.

Updated July 18, 2022

by Matthew McMullen

· 6,203 Views · 3 Likes

Machine Learning and Data Science With Kafka in Healthcare

Machine Learning and Data Science with Apache Kafka in the healthcare industry exploring deployments from the CDC (Covid), Cerner (sepsis), and Celmatix (EMRs).

July 16, 2022

by Kai Wähner

CORE

· 7,463 Views · 3 Likes

Creating Your Own Face Dataset with DatasetGAN and GPUs

Learn the basics of DatasetGAN and how to set up a powerful GPU compute instance in AWS, install prerequisites for DatasetGAN, and more.

July 12, 2022

by Gilad David Maayan

CORE

· 7,967 Views · 1 Like

The State of Kubernetes Stateful Workloads at DreamWorks

Learn how DreamWorks is running 370 databases on 1200+ Kubernetes pods.

July 11, 2022

by Sylvain Kalache

· 4,925 Views · 1 Like

How to Install SingleStoreDB in a Virtual Machine

No-risk, low-cost way to evaluate SingleStoreDB

July 10, 2022

by Akmal Chaudhri

CORE

· 5,202 Views · 2 Likes

What Is HTTP 103?

This article will dive into HTTP 103 status code with a quick demo.

July 9, 2022

by NaveenKumar Namachivayam

CORE

· 6,997 Views · 7 Likes

AI and Data Science in Aviation Industry

Technologies like computer vision power the automation and self-driving cars, but are we close to commercial planes being controlled by AI systems instead of pilots?

July 8, 2022

by Anomi Ragendran

· 7,234 Views · 3 Likes

AI in Cybersecurity: An Overview

Artificial Intelligence has become pivotal in simulating human intelligence and has immense potential in Cybersecurity. IoT will further densify the attack.

July 8, 2022

by Lucia Adams

· 7,828 Views · 3 Likes

Two Principles of Geometric Deep Learning

Geometric Deep Learning (GDL) attempts to provide a formal unification for a broad class of existing machine learning problems.

July 7, 2022

by Rostyslav Demush

· 5,895 Views · 2 Likes

Azure Synapse vs Snowflake: The Definitive Guide

Discover the key differences between Azure Synapse and Snowflake around architecture, pricing, security, compliance, data support, data protection, performance, and more.

Updated July 5, 2022

by Luke Kline

· 6,880 Views · 5 Likes

How to Use Automatic Mixed Precision Training in Deep Learning

Dive into mixed precision training as well as automatic mixed precision training and how it maintains the accuracy of the neural network training phase.

July 5, 2022

by Kevin Vu

· 5,848 Views · 1 Like

Understanding Kubernetes Resource Types

Kubernetes resource optimization at its finest

June 30, 2022

by Erwin Daria

· 6,759 Views · 3 Likes

Introduction to JWT (Also JWS, JWE, JWA, JWK)

The security and privacy of users' data have been a growing concern for the past few years. Understanding JWT will give you an edge over the other software engineers.

June 29, 2022

by Brilian Firdaus

· 8,405 Views · 4 Likes

Is DataOps the Future of the Modern Data Stack?

As data needs scale, teams need to start prioritizing reliability. Here’s why DataOps might be the answer—and how you can get started.

June 27, 2022

by Glen Willis

· 8,454 Views · 4 Likes

The Importance of Semantics for Data Lakehouses

Without a semantic layer, data lakes become data swamps. With semantics, users access a host of benefits from the data lake architecture.

June 27, 2022

by Jans Aasman

· 7,988 Views · 2 Likes

What Emerging Technologies Make Data Centers More Energy Efficient?

Emerging technologies are remarkably helpful at creating more energy-efficient data centers, which are notorious power hogs of the modern age.

June 23, 2022

by Emily Newton

· 7,329 Views · 1 Like

Classification of Neural Networks in TensorFlow

The primary aim of the TensorFlow algorithm in a neural network is to solve problems with high complexity.

June 22, 2022

by Mahesh Sharma

· 8,872 Views · 5 Likes

Data Science Project Folder Structure

One of the more annoying parts of any coding project can be setting up your environment. In this post, we look at some ways to organize your data science project.

Updated June 21, 2022

by Ajitesh Kumar

· 27,906 Views · 5 Likes

Introduction to Word Vectors

Word vectors will enable breakthroughs in NLP applications and research. They highlight the beauty of neural network DL and the power of learned representations of input data in hidden layers.

Updated June 21, 2022

by Jayesh Bapu Ahire

· 51,523 Views · 8 Likes

Model Quantization for Edge AI

A look at how IoT and edge computing are embracing AI.

June 21, 2022

by Rakesh Nakod

· 7,049 Views · 1 Like

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