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Google AI Open Sources Vizier: A Standalone Python Package Designed For Managing And Optimizing Machine Learning Experiments At Scale

Google AI Open Sources Vizier: A Standalone Python Package Designed For Managing And Optimizing Machine Learning Experiments At Scale

Google Open Source Vizier is a machine learning experimentation platform created by Google and made available as open-source software. It is designed to be used with Google’s cloud computing infrastructure, including products such as Google Cloud AI Platform and Google Kubernetes Engine, which provide the robust cloud computing capabilities required […]

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Heroku Alternatives for Python Applications

Heroku Alternatives for Python Applications

Heroku is a popular cloud platform that makes deploying and scaling web applications accessible. However, Heroku is not the only option available, and several Heroku alternatives offer similar features and benefits. Here is a comparison of some of the most popular Heroku alternatives: Your best Heroku alternative will depend on […]

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Infrastructure-as-Code (IaC) and serverless computing services

Infrastructure-as-Code (IaC) and serverless computing services

Infrastructure-as-Code (IaC) and serverless computing services are modern approaches to infrastructure management and application deployment, but they serve different purposes and have distinct characteristics. Here are the key differences between the two: In summary, while IaC is a broader approach to automating the entire infrastructure setup, serverless compute services focus […]

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What Is the ENV File?

What Is the ENV File?

An .env file, short for “environment file,” is a plain text file that stores environment variables. Environment variables are settings that can be used to configure the behavior of an application. These files are often used in software development to store configuration settings that vary between deployment environments, such as […]

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Conway’s Law — A Theoretical Basis for the Microservice Architecture

Conway’s Law — A Theoretical Basis for the Microservice Architecture

In the realm of software development, the structure and design of systems are often influenced by various theories and principles. Conway’s Law is one such theory that has garnered attention and applicability in modern software architecture. This Law, formulated by Melvin Conway in 1967, posits that the design of any […]

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How to Monitor Scheduled Events in MySQL

How to Monitor Scheduled Events in MySQL

There are two ways to see error logs of scheduled events on MySQL: The SHOW EVENTS statement will return a table of information about each scheduled event. The table will include the following columns: If the ERRORS column for a scheduled event is greater than 0, then the event has […]

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Ant: The Build Tool That’s Been Around the Block

Ant: The Build Tool That's Been Around the Block

Ant is an open-source build automation tool that has been around for over 20 years. It automates software projects’ building, testing, and deploying. Ant is a declarative build automation tool, which means you can specify the steps Ant should take to build your project in a declarative way using a […]

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Is AWS API Gateway the Silver Bullet for Your API Needs or Another Gateway Drug?

Is AWS API Gateway the Silver Bullet for Your API Needs or Another Gateway Drug?

AWS API Gateway is a fully managed service that makes it easy for developers to create, publish, monitor, and secure APIs at any scale. It is a front door for applications to access data, business logic, or functionality from backend services, such as AWS Lambda functions, Amazon EC2 instances, or […]

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Collaboration Made Easy: Harnessing the Power of PyCharm and GitHub Together

Collaboration Made Easy: Harnessing the Power of PyCharm and GitHub Together

What is PyCharm? PyCharm is a powerful and versatile integrated development environment (IDE) for Python programmers. It offers a range of features that help you write high-quality code faster and more efficiently. Whether working on web development, data science, machine learning, or any other Python project, PyCharm can assist you […]

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AWS releases Application Composer to make serverless easier, but the initial scope is limited

AWS releases Application Composer to make serverless easier, but the initial scope is limited

AWS has launched Application Composer, a visual designer for serverless applications that simplifies the design and configuration of applications running on Lambda, the AWS service for serverless functions. The tool presents a canvas, accessed via the AWS Management Console, on which developers drag, drop, and connect resources. It automatically sets […]

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