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Classifying DNA Sequences into Gene Families on SageMaker

The cost of DNA sequencing continues to decline exponentially. With the average cost of sequencing mammalian DNA hovering around $1,000 in the beginning of 2023, startups like Ultima Genomics and Illumina are working to decrease the cost to between $100-$200. That’s about the same as a new pair of Brooks running shoes! As the sequencing cost drops, the quantity of genetic data to study and analyze explodes, making it even more important to leverage machine learning techniques.

4 Qualities that the Digital Engineering Culture and Transformation Should Consider

By overcoming the established engineering disciplines and tackling each engineering issue, Digital Engineering intends to speed up the development of complex products, systems, and sub-systems. System engineering approaches applied to complex products like jet planes, spacecraft, navigation systems, and others slow down progress for several reasons. Digital Engineering changed that system process into a more fluid, consistent, and workable approach for complex systems.

To Data Fabric or not to Data Fabric, is it really a question?

Data fabric is a term used to describe a set of technologies and practices that enable organizations to manage and access data across multiple platforms and environments. This includes supporting an organization’s need to break down data silos, gain more insight into metadata, optimize data sharing across apps and data platforms. Organizations are starting to explore more flexible ways of managing their data ecosystems and ensuring they can leverage data more effectively.

Why do we need DataOps Observability?

DevOps was started more than a decade ago as a movement, not a product or solution category. DevOps offered us a way of collaborating between development and operations teams, using automation and optimization practices to continually accelerate the release of code, measure everything, lower costs, and improve the quality of application delivery to meet customer needs.

As layoffs hit tech, crowdsourced QA testing shows a way forward

The tech industry is grappling with the painful reality of widespread layoffs, including within QA teams. Typically, after a round of layoffs, companies spend some time readjusting. There’s a quiet period where projects, external partnerships, hiring, and specific initiatives are on hold. Then… boom. A rapid shift to outsourced, crowdsourced, and third-party coverage to cover the gaps left in QA staffing teams.
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Kubernetes Preview Environments - Adoption, Use Cases & Implementations

No matter what application you're building and who your target customers are, everyone can agree that it's critical to avoid broken deployments. To aid in this goal, many tools and concepts have been invented, with Kubernetes preview environments being one of them. In this post, you'll get a deeper understanding of how preview environments work, how organizations are using them, and how you can get started yourself. But to put it simply: preview environments allow teams to deploy a version of their applications during the development process, interacting with it as if it was deployed in production.

A Comprehensive Guide to Tuples in Python

When working with data collection, we occasionally encounter situations where we want to ensure it is impossible to change the sequence of objects after creation. Many data processing algorithms and functions expect data to be in a specific order since the order of the data affects the results of the processing. Python has a built-in sequence data type to store data in an unchangeable object, called a tuple. Tuple will let you store an ordered sequence of items.

How to Find Broken links using Selenium Webdriver

When you encounter 404/Page Not Found/Dead Hyperlinks on a website, what do you think of it? You would find it irritating to encounter broken links, so you should continuously concentrate on eliminating their presence in your web product (or website). The rankings of your web product on search engines (like Google) will also suffer if it contains numerous pages (or links) that lead to a 404 error (or page not found).

rem vs em: Understanding the CSS Unit Basics

CSS is the most important component of modern web design, but implying it effectively can be tricky. One of the most noteworthy concepts to grasp in CSS is the distinction between rem and em. Web developers who want to create flexible and responsive web pages must contemplate the differences between these two units. One of the primary distinctions between rem and em is that an em unit is relative to the font size of its parent element, whereas a rem unit is always relative to the root font size.