SOLID: The First 5 Principles of Object Oriented Design

How To Remove Docker Images, Containers, and Volumes

How to Create a MySQL User and Grant Privileges (Step-by-Step)

The goal of this article is to show readers how LLMs, particularly DigitalOcean’s 1-click models, can help with newsletter writing workflows. 

How to Create an Email Newsletter Generator

Discover how dropout layers prevent overfitting by randomly deactivating neurons during training. Learn dropout ratios for better model generalization. 

Dropout Regularization in Deep Learning

In this tutorial, we do a deep dive on the impressive, new Imagen 4 model. Afterwards, we compare and contrast the capabilities of Imagen 4 with open-source and commercial competitors. 

Imagen 4 is Revolutionizing Image Generation Again

Discover Trae, a free AI-powered code editor from ByteDance featuring Builder Mode, customizable agents, Claude 3.7 access, and tool integration. 

 Trae: A New Free AI-Powered Code Editor from ByteDance

In this tutorial, we show how to access and use the new Serverless Inference feature from DigitalOcean’s GenAI Platform. 

Serverless Inference with the DigitalOcean GenAI Platform

Explore Resemble AI’s new open-source Text-to-Speech model, Chatterbox, which is deployable on a DigitalOcean GPU Droplet. 

Chatterbox, A New Open-Source TTS Model from Resemble AI

Automate podcast script writing using HuggingFace 1-Click Models. Learn how to save time and boost creativity with AI-powered content generation. 

How to Automate Podcast Scripts with HuggingFace 1-Click Models

Explore how Vision-Language Models are transforming object detection with practical techniques, real-world use cases, and hands-on implementation tips. 

A Guide to Object Detection with Vision-Language Models

Learn about the vanishing gradient problem in deep learning, why it happens, how it affects training, and how to solve it with ReLU and more. 

Vanishing Gradient Problem in Deep Learning: Explained

Artificial Intelligence is a field of computer science that tries to mimic human behavior and helps develop applications capable of performing tasks that humans are capable of. Machine Learning is a branch of AI that helps computers learn and make decisions by training a set of algorithms with huge amounts of data. The more the data the better the model. The ML algorithms can be segmented into Supervised learning, where the model is exposed to labeled data, Unsupervised Learning, where the model finds patterns or groups on unlabeled data; and Reinforcement Learning, where the Model is based on feedback and actions.

AI/ML

The Apache HTTP Server is a popular open-source web server known for its flexibility, power, and widespread support. It can be extended through a dynamically loadable module system, and is able to process a large number of interpreted languages without connecting out to separate software.

Apache

A database is a collection of structured information organized in a way that it can be easily accessed, managed, and updated by computer programs. Complex databases often use more formalized structures and design patterns, typically defined by a Database Management System (DBMS). There are many different types of common database management systems, some using design patterns like the Relational Model and NoSQL, with query languages like SQL.

Databases

Docker is a popular open-source containerization tool used to provide a portable and consistent runtime environment for software applications while consuming fewer resources than a traditional server or virtual machine. Docker uses containers, isolated user-space environments that run at the operating system level, and share system resources such as the kernel and the filesystem

Docker

JavaScript (also referred to as ‘javascript’ or JS) is a high-level, -based, dynamic scripting language used to create interactive web pages and applications. Its flexibility and front and back-end capabilities make JavaScript a popular programming language. Some of the useful features of JavaScript include storing values in variables, performing operations on strings, and triggering or acting on events that happen in the DOM.

JavaScript

Kubernetes is a powerful open-source system, initially developed by Google, for managing containerized applications in a clustered environment. It aims to provide better ways of managing related, distributed components and services across varied infrastructure. It is a platform designed to completely manage the life cycle of containerized applications and services using methods that provide predictability, scalability, and high availability. [Learn more about DigitalOcean's Kubernetes product -->](https://www.digitalocean.com/products/kubernetes)

Kubernetes

Linux is a family of free and open-source operating systems based on the Linux kernel. Operating systems based on Linux are known as Linux distributions or distros. Examples include Debian, Ubuntu, Fedora, CentOS, Gentoo, Arch Linux, and many others. You can find computers that run Linux in a wide variety of contexts all over the world, from web servers to cell phones. Today, 90% of all cloud infrastructure and 74% of the world’s smartphones are powered by Linux.

Linux Basics

MySQL is an open-source relational database management system. As with other relational databases, MySQL stores data in tables made up of rows and columns. Users can define, manipulate, control, and query data using Structured Query Language, more commonly known as SQL. A flexible and powerful program, MySQL is the most popular open-source database system in the world.

MySQL

Python is a flexible and versatile programming language that can be leveraged for many use cases, with strengths in scripting, automation, data analysis, machine learning, and back-end development. It is a great tool for both new learners and experienced developers alike.

Python

React is a popular JavaScript framework for creating front-end applications, such as user interfaces that allow users to interact with programs. Originally created by Facebook, it has gained popularity by allowing developers to create fast applications using an intuitive programming paradigm that ties JavaScript with an HTML-like syntax known as JSX.

React

Any server on a public network can become the target of hackers. Thus, knowing how to ensure a system’s security is an important responsibility for anyone working with a server. From initial server setup to scaling and server maintenance, security is a vital and ever-changing consideration.

Security

Ubuntu is a popular Linux distribution open-source operating system that’s operated by Canonical. Canonical supplies support and security updates for every release of Ubuntu and oversees its ongoing development. Ubuntu has multiple editions, including core, server, and desktop, that allow it to run across different types of machines. It can be used on personal computers, servers, supercomputers, in cloud computing, and more.

Ubuntu

Learn about a developer education topic completely end-to-end with our tutorial series. We’ll introduce you to a concept and help transform you from a complete beginner to an experienced practitioner of the given topic area. Our tutorial series cover programming languages, computer science concepts, practical applications, and much more!

Tutorials

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