Tag: Learning
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What I wish I knew when learning F#
Posted on October 16, 2021, Level beginner Resource Length medium
I've used F# a lot in the last 3 years and for quite some time I wanted to collect a few good starting points to venture into F# in one place. I also wanted to collect some of those random things that I felt weren't easily available anywhere because they fall through the cracks of the official language reference and library documentation. By Justine Kavanaugh-Brown.
Tags learning programming web-development app-development code-refactoring
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How we shipped PostgreSQL 14 on Azure within one day of its release
Posted on October 4, 2021, Level intermediate Resource Length medium
In this blog post, you'll first get a glimpse into some of our favorite features in Postgres 14. These include connection scaling, faster VACUUM, and improvements to crash recovery times. By Ozgun Erdogan.
Tags devops how-to learning azure database cloud
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12 critical resources to help you learn DevSecOps
Posted on October 3, 2021, Level intermediate Resource Length short
Whether you are a seasoned DevOps engineer who wants to branch out to DevSecOps, or you're just starting your career and defining your direction, there has perhaps never been a better time to enter the DevSecOps career field or learn about cloud native security. By Maor Goldberg.
Tags learning devops infosec containers
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How to handle data duplication in data-heavy Kubernetes environments
Posted on October 2, 2021, Level intermediate Resource Length long
It's convenient to create a copy of your application with a copy of its state for each team. For example, you might want a separate database copy to test some significant schema changes or develop other disruptive operations like bulk insert/delete/update... By Augustinas Stirbis.
Tags data-science devops how-to learning big-data
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How to deploy a machine learning model with FastAPI, Docker and Github Actions
Posted on October 1, 2021, Level intermediate Resource Length long
You've just trained a model and you're happy with it because it performs well on your local cross-validation. Now is the time to put this model in production so that other teams within your organization can consume it and embed it in their applications. By Ahmed Besbes.
Tags machine-learning learning big-data devops agile
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A new language for digital transformation
Posted on September 30, 2021, Level intermediate Resource Length long
Organizations still struggle to advance digital transformation. A common language that transcends technology could be the key to strategic transformation. By Rich Nanda, Ragu Gurumurthy, Sam Roddick, Deborah Golden.
Tags management machine-learning learning software cio agile
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Building your own Data Science infrastructure for Deep Learning
Posted on September 26, 2021, Level beginner Resource Length long
Build your own machine and install KNIME, Jupyter-Notebook and Tableau to be fully equipped for all data science and deep learning tasks. By Dennis Ganzaroli, Data Scientist and Head of Report & Data-Management in a big Telco in Switzerland.
Tags big-data learning data-science miscellaneous how-to
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How to achieve breakthrough innovation in your company
Posted on September 22, 2021, Level beginner Resource Length medium
TensorFlow.js, TensorFlow's JavaScript counterpart library for training, executing, and deploying machine learning models in the browser. In an attempt to make TensorFlow.js accessible to developers with limited or no ML experience, the library comes with several pre-trained models that work out of the box. By Juan De Dios Santos Rivera.
Tags learning cio miscellaneous management
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The 20 fastest growing jobs in the next decade
Posted on September 20, 2021, Level beginner Resource Length long
The employment landscape is constantly shifting. While agricultural jobs played a big role in the 19th century, a large portion of U.S. jobs today are in administration, sales, or transportation. So how can job seekers identify the fastest growing jobs of the future? By Jenna Ross.
Tags cio learning teams career miscellaneous
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Refactoring JavaScript — 5 Common problems to look out for and how to fix them
Posted on August 20, 2021, Level intermediate Resource Length long
Refactoring is like the NeverEnding Story: you might think you're done, but as long as the plot (the project) is ongoing, there is always room for more changes. By Fernando Doglio.
Tags code-refactoring app-development learning javascript
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Everything you need to know about submitting to the App Store (and avoiding rejections)
Posted on August 19, 2021, Level beginner Resource Length long
A rejection from the App Store review team is a frustrating setback for any developer, and definitely something you want to avoid. Before you send your precious app off to Apple, you'll need to make sure you've taken care of all of the crucial things the software giant expects. There are a lot of mistakes developers make when submitting an app to the App Store, and many can be easily avoided or rectified. By Grace Njoroge.
Tags app-development learning management miscellaneous ios
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PC: Personal computing comes of age
Posted on August 18, 2021, Level beginner Resource Length intermediate
It wasn't the first personal computer. Nor was it the most advanced. But shortly after the IBM ® Personal Computer arrived in 1981, it became the leading platform in the revolution that brought computing out of the glass house and into daily life. By IBM.
Tags ibm learning miscellaneous linux management