Tag: Data and analytics
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Entity to DTO – how-to
Posted on December 20, 2022, Level intermediate Resource Length medium
DTO is probably the most straightforward pattern in object-oriented programming. What could be the motives for using DTOs in our applications? By Andrey Belyaev.
Tags data-and-analytics software-engineering frontend-and-mobile product-and-design backend-development
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Building more efficient data infrastructure for machine learning
Posted on December 17, 2022, Level intermediate Resource Length medium
The current influx of data — structured, semi-structured, and unstructured — being driven by an array of data sources is fueling opportunities to leverage machine learning to extract insights and accelerate innovations that can transform businesses and industries. As these data volumes continue to rise, companies are struggling with the complicated task of managing this data and figuring out how to harness it for analytics and AI. By Vedant Jain, Denny Lee.
Tags leadership-and-career cloud-and-infrastructure data-and-analytics ai-and-machine-learning
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Neural Networks from scratch with Python code and math in detail
Posted on December 14, 2022, Level beginner Resource Length long
Older article about building neural networks from scratch. From the math behind them to step-by-step implementation coding samples in Python with Google Colab. By Pratik Shukla, Roberto Iriondo.
Tags ai-and-machine-learning leadership-and-career data-and-analytics
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Seven website performance metrics to track for better UX
Posted on December 10, 2022, Level beginner Resource Length medium
People expect exceptional performance when they access your site. They want quick load times, stable layouts and quick interactivity, regardless of whether they're on desktop or mobile. By Ben Schwarz.
Tags software-engineering miscellaneous data-and-analytics frontend-and-mobile
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NoSQL, NoMQ: Palo Alto networks' new event streaming paradigm
Posted on December 2, 2022, Level intermediate Resource Length medium
Palo Alto Networks eliminated the MQ layer for a project that correlates events in near real time, using an existing database instead of Kafka. By Cynthia Dunlop.
Tags data-and-analytics leadership-and-career cloud-and-infrastructure product-and-design
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How Pub/Sub eliminates boring meetings and makes your systems scale
Posted on November 21, 2022, Level intermediate Resource Length medium
So, you've said goodbye to the monolithic application and refactored it into services. You are shipping faster and the code is cleaner. But the complexity of communication between the services is causing performance issues. And every time a new team needs to integrate, it's a whole lot of meetings. By Priyanka Vergadia, Kir Titievsky.
Tags devops-and-ci-cd architecture-and-apis software-engineering data-and-analytics
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Scala Toolkit makes Scala powerful straight out of the box
Posted on November 13, 2022, Level intermediate Resource Length medium
Scala Toolkit is an ongoing effort by Scala Center and VirtusLab to compose a set of approachable libraries to solve everyday problems. These libraries will be made easily accessible as a precomposed package. This package will be available for each Scala release. By Szymon Rodziewicz.
Tags backend-development architecture-and-apis data-and-analytics product-and-design
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Full end-to-end deployment of a machine learning algorithm into a live production environment
Posted on November 12, 2022, Level intermediate Resource Length long
Older article will guide you through how to use scikit-learn, pickle, Flask, Microsoft Azure and ipywidgets to fully deploy a Python machine learning algorithm into a live, production environment. By Graham Harrison.
Tags data-and-analytics devops-and-ci-cd
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Faster MQTT data collection with InfluxDB
Posted on November 11, 2022, Level intermediate Resource Length long
Native MQTT eliminates the need to write custom code, orchestrate additional technology layers or incorporate additional hosting services. By By Jason Myers.
Tags data-and-analytics product-and-design frontend-and-mobile devops-and-ci-cd
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Message routing and topics, thought shift
Posted on November 3, 2022, Level beginner Resource Length long
A lot has changed - Memory, Storage, and CPU are cheaper and available on demand. Cloud technologies have also disrupted this domain; we now have Infrastructure as a Service (IaaS) - Scaling, Load Balancing, and DR responsibilities have been delegated to the Cloud service providers. By Giri Venkatesan.
Tags leadership-and-career product-and-design data-and-analytics devops-and-ci-cd architecture-and-apis
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Why traditional logging and observability waste developer time
Posted on October 31, 2022, Level intermediate Resource Length long
The ability to jump directly to a specific line of code that caused an error, without restarting, redeploying or adding more code, is where the magic happens in shift-left observability. By Shahar Fogel.
Tags software-engineering product-and-design data-and-analytics devops-and-ci-cd
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What is MQTT 5.0, and how does it work in IoT?
Posted on October 30, 2022, Level intermediate Resource Length long
MQTT serves as a tool to connect many types of IoT devices in deployments of all magnitudes. It originally started in 1999 for oil and gas pipelines to communicate over remote satellites. By MobiDev.
Tags business-and-emerging-tech architecture-and-apis frontend-and-mobile product-and-design data-and-analytics