Tag: Data and analytics
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Real-time data linkage via Linked Data Event Streams
Posted on April 12, 2023, Level intermediate Resource Length long
Real-time interchanging data across domains and applications is challenging; data format incompatibility, latency and outdated data sets, quality issues, and lack of metadata and context. A Linked Data Event Stream (LDES) is a new data publishing approach which allows you to publish any dataset as a collection of immutable objects. The focus of an LDES is to allow clients to replicate the history of a dataset and efficiently synchronize with its latest changes. By towardsai.net.
Tags data-and-analytics software-engineering how-to
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Comparisons of proxies for MySQL
Posted on April 11, 2023, Level intermediate Resource Length long
HAProxy, ProxySQL, MySQL Router (AKA MySQL Proxy); in the last few years, I had to answer multiple times on what proxy to use and in what scenario. When designing an architecture, many components need to be considered before deciding on the best solution. By Marco Tusa.
Tags backend-development data-and-analytics software-engineering how-to devops-and-ci-cd
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Humanness in the age of AI
Posted on April 7, 2023, Level beginner Resource Length long
A path to an open and permissionless identity protocol. The Worldcoin project is initiating an open and permissionless identity protocol called World ID. It empowers individuals to verify their humanness online while maintaining their anonymity through zero-knowledge proofs. By @worldcoin.org.
Tags business-and-emerging-tech data-and-analytics cloud-and-infrastructure leadership-and-career miscellaneous
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How to connect to MySQL remotely with SSH PuTTY Tunnels: A step-by-step guide
Posted on April 6, 2023, Level beginner Resource Length long
MySQL is a popular relational database management system to organize and store data. Depending on your specific use cases and preferences, you can connect to a MySQL Server through a command-line interface, using GUI tools,such as dbForge Studio for MySQL, programming languages or via web-based interfaces such as phpMyAdmin. By Julia Evans.
Tags security-and-privacy cloud-and-infrastructure devops-and-ci-cd data-and-analytics
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Frontend performance checklist
Posted on April 5, 2023, Level beginner Resource Length long
In the speed-obsessed world of today, better performance comes with serious business gains. This frontend performance checklist is a cumulative list of items that we at Crystallize found important when creating a Superfast web application that is Superfast. By Dhairya Dwivedi, Håkon Gullord Krogh.
Tags software-engineering frontend-and-mobile data-and-analytics miscellaneous
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Mastering weather predictions: AI with LSTM Deep Learning models for accurate temperature forecasts
Posted on April 1, 2023, Level beginner Resource Length long
Predicting temperature trends with advanced deep learning techniques using LSTM. Weather forecasting is one of the most important tools in the modern world and developing a good temperature prediction model can be a huge competitive advantage for many businesses. Ambient temperature measurement is directly linked to several business areas such as agriculture, energy sector, trading, aviation, and many other sectors. By Octavio Santiago.
Tags data-and-analytics ai-and-machine-learning product-and-design leadership-and-career
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The architecture of Prometheus
Posted on March 24, 2023, Level intermediate Resource Length medium
This article explains the Architecture of Prometheus. Prometheus is an open source monitoring and alerting toolkit for services and applications that run in containers. Developed first at SoundCloud, the project became part of the Cloud Native Computing Foundation (CNCF). Prometheus is now the industry standard for both containerized infrastructure and classic implementation scenarios, especially within Kubernetes clusters. By Ju.
Tags devops-and-ci-cd software-engineering architecture-and-apis data-and-analytics how-to
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From 50 ML projects, 48 made it to production within 2 weeks. How?
Posted on March 20, 2023, Level beginner Resource Length medium
Putting machine learning (ML) models in production is considered an operational challenge that is performed after all the hard work on training and optimizing the model is completed. In contrast, serverless ML starts with a minimal model, including the operational feature pipeline(s) and inference pipeline. By Jim Dowling.
Tags data-and-analytics cloud-and-infrastructure leadership-and-career devops-and-ci-cd
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AI and robotics – How are they connected?
Posted on March 18, 2023, Level intermediate Resource Length short
Robotics and AI are two fields that have created buzz worldwide. Artificial Intelligence (AI) refers to developing computer programs or machines that can perform tasks that normally require human intelligence, such as learning, problem-solving, and decision-making. By moonpreneur.com.
Tags business-and-emerging-tech leadership-and-career miscellaneous data-and-analytics
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Pandas 2.0 and its ecosystem (Arrow, Polars, DuckDB)
Posted on March 15, 2023, Level intermediate Resource Length medium
Data manipulation and analysis can be challenging and involve working with large datasets. Thankfully, a widely used Python library known as Pandas has become the go-to tool for processing and manipulating data. Pandas recently got an update, which is version 2.0. This article takes a closer look at what Pandas is, its success, and what the new version brings, including its ecosystem around Arrow, Polars, and DuckDB. By Simon Späti.
Tags data-and-analytics backend-development software-engineering
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A deep dive into AIOps and MLOps
Posted on March 14, 2023, Level intermediate Resource Length medium
Monitoring and managing a DevOps environment is complex. The volume of data generated by new distributed architectures (such as Kubernetes) makes it difficult for DevOps teams to effectively respond to customer requests. By Hicham Bouissoumer, Nicolas Giron.
Tags data-and-analytics devops-and-ci-cd cloud-and-infrastructure
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Deploy Apache Flink cluster on Kubernetes
Posted on March 11, 2023, Level intermediate Resource Length medium
When it comes to deploying Apache Flink on Kubernetes, you can do it in two modes, either session cluster or job cluster. A session cluster is a running standalone cluster that can run multiple jobs, while a Job cluster deploys a dedicated cluster for each job. By Elvis David.
Tags data-and-analytics devops-and-ci-cd cloud-and-infrastructure