Tag: How to
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How serverless saved money on my heating bill
Posted on January 5, 2022, Level beginner Resource Length medium
Built a serverless application as a weekend project to help me save money on my heating bill. In doing so, I experienced something great about building websites in 2022. By Cameron McHenry.
Tags analytics serverless javascript nodejs app-development open-source how-to
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Costs of being an analytics laggard... and path to becoming a leader
Posted on January 4, 2022, Level beginner Resource Length medium
How much money is your organization leaving on the table by not being more effective at leveraging data and analytics to power your business? This question is becoming more and more relevant for all organizations of all sizes in all industries as AI / ML capabilities become more widely available. And nothing highlights the costs of not becoming more effective at leveraging data and analytics to power your business models then a recent study by Kearney titled "The impact of analytics in 2020". Posted by Bill Schmarzo.
Tags analytics learning data-science miscellaneous how-to
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Principles & best practices of REST API design
Posted on December 21, 2021, Level beginner Resource Length long
This best-practices article intends for developers interested in creating RESTful Web services that provide high reliability and consistency across multiple service suites; following these guidelines; services are positioned for rapid, widespread, public adoption by internal and external clients. By Love Sharma.
Tags apis restful web-development code-refactoring how-to
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Google Cloud managed compute platforms: Top 10 blog posts of 2021
Posted on December 20, 2021, Level beginner Resource Length short
Sure, Google Cloud offers world-class infrastructure, but one of the main reasons that customers choose our platform is to run their applications on one of our managed container platforms: Google Kubernetes Engine (GKE), the most scalable and easy to use service from the company that invented Kubernetes; Anthos for managing containers in hybrid and multicloud scenarios; and Cloud Run, our serverless platform for containerized workloads. By @google.com.
Tags miscellaneous cio google how-to
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Creating ML model with Swift & CreateML
Posted on December 2, 2021, Level intermediate Resource Length medium
We know machine learning is so popular in mobile and desktop applications. Therefore we need basic ML skills to follow this trend. By Oguz Kayra.
Tags machine-learning big-data how-to swiftlang app-development
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Anti-patterns when building container images
Posted on December 1, 2021, Level intermediate Resource Length medium
This is a list of recurring anti-patterns that I see when I help folks with their container build pipelines, and suggestions to avoid them or refactor them into something better. By Jérôme Petazzoni.
Tags containers app-development devops how-to
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The ultimate guide to Lean UX design
Posted on November 26, 2021, Level beginner Resource Length long
When designing a product, you often strive to achieve perfection by building a product with advanced features and offerings. You might find that rather than perfection, you only end up wasting time and resources on a product that you're not completely sure users will use. In other words, it's a demanding process that doesn't guarantee success. By Adam Fard.
Tags ux web-development how-to agile teams
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Introduction to Numpy in python
Posted on November 25, 2021, Level beginner Resource Length long
NumPy is a valuable and efficient tool for dealing with large amounts of data. NumPy is quick; thus, it's easy to work with a vast amount of data. Data analysis libraries like NumPy, SciPy, Pandas, and others have exploded in popularity due to the data science revolution. By Sonia Jessica.
Tags python machine-learning big-data how-to learning
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I want to learn Artificial Intelligence and Machine Learning. Where can I start?
Posted on November 24, 2021, Level beginner Resource Length long
How I went from Apple Genius to startup failure to Uber Driver to Machine Learning engineer. An older article about journey to become ML expert by Daniel Bourke.
Tags cloud machine-learning big-data how-to learning
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How to create a storage bucket in the GCP cloud storage console
Posted on November 23, 2021, Level beginner Resource Length medium
Google Cloud provides three main services for different types of storage: Persistent Disks for block storage, Filestore for network file storage and Cloud Storage for object storage. In this blog, we are discussing the third Cloud storage for object storage in detail. By Gopal.
Tags cloud google gcp cio how-to
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Unikraft and the coming of age of Unikernels
Posted on November 2, 2021, Level intermediate Resource Length long
Thanks to their excellent performance, unikernels have always had a great deal of potential for revolutionizing the efficiency of virtualization and cloud deployments. However, after many years and several projects, unikernels, for the most part, have not seen significant, real-world deployment. By Hugo Lefeuvre, Gaulthier Gain, Daniel Dinca, Alexander Jung, Simon Kuenzer, Vlad Bădoiu, Răzvan Deaconescu , Laurent Mathy, Costin Raiciu, Pierre Olivier, Felipe Huici.
Tags linux how-to performance programming infosec
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Videogames or homework? Why not both
Posted on October 27, 2021, Level beginner Resource Length short
Despite the growth of technology in our daily lives, the integration of digital technologies into education has been slower than anticipated. There seem to be a number of factors at work here, including problems with access to technology and the time and support needed to use technology successfully in the classroom. By Amber McLeod and Jo Blannin.
Tags learning miscellaneous how-to management software