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Conda, Miniconda, and Anaconda are integral components in the data science and machine learning landscape, often utilized in Python and R coding environments. Let’s delve into what each of these terms means, followed by a discussion of their differences: Definitions Term Description Conda An open-source package manager and environment management system that facilitates the installation […]
A fully-managed service that makes it easy to deploy, manage, and scale Elasticsearch Amazon Elasticsearch Service (ES) is a fully-managed service that makes it easy to deploy, manage, and scale Elasticsearch. Elasticsearch is a distributed, open-source search and analytics engine. It is a powerful tool for storing, searching, and analyzing large amounts of data. Benefits […]
In the ever-evolving landscape of cloud computing, AWS (Amazon Web Services) Simple Notification Service (SNS) emerges as a robust and versatile messaging solution. This informative article sheds light on the history, license model, key features, benefits, alternatives, drawbacks, and real-world applications of AWS SNS. Join us as we unravel the power of AWS SNS and […]
In the dynamic world of web development, the need for fast, efficient, and scalable web APIs is ever-increasing. Enter FastAPI, a modern, high-performance web framework for building APIs with Python. Leveraging the power of Python 3.7+ based on standard Python-type hints, FastAPI is designed to create RESTful APIs in a blink. In this blog post, […]
Scrum, once a dominant force in the Agile world, has seen a decline in popularity due to its rigid framework and inefficiencies, especially in larger projects. While Scrum remains suitable for specific scenarios, its limitations have paved the way for other Agile methodologies like Kanban, Extreme Programming (XP), and Feature-Driven Development (FDD). These alternatives offer […]
A creative look at how Paxos ensures that all nodes in a distributed system agree on the same state of the world. In distributed systems, all nodes must agree on the same state of the world. This is because if nodes disagree, it can lead to problems such as data corruption and inconsistency. A number […]
Redis, an in-memory data structure store, is often used as a database, cache, and message broker. Its versatility and speed make it a popular choice among developers. The possibilities are endless when combined with Python, one of the most widely-used programming languages. In this article, we’ll explore the basics of Redis and its integration with […]
A reliable, scalable, and durable block storage service for Amazon EC2 instances Amazon Elastic Block Store (EBS) is a reliable, scalable, and durable block storage service for Amazon EC2 instances. EBS volumes are persistent, meaning they retain their data even if the instance they are attached to is terminated. EBS volumes are also highly available, […]
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 to handle large volumes of […]
Keep your systems running smoothly and securely. Monitoring and logging are essential practices in DevOps. Monitoring allows you to track the performance of your systems, while logging will enable you to collect data about the events that occur in your plans. This data can be used to identify problems, troubleshoot issues, and improve the performance […]