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How to Automate Operationalization of Machine Learning Apps – an Introduction to Metaflow
In this article, we briefly highlight the features of Metaflow, a tool designed to help data scientists operationalize machine learning applications. Introduction to machine learning operat...
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Monitoring Your Microservices on AWS with Terraform and Grafana – Basic Microservices Architecture
Do you have an application in the AWS cloud? Do you have several microservices you would like to monitor? Or maybe you’re starting your new project and looking for some good-looking, well-designed...
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Serverless Architecture with AWS Cloud Development Kit (CDK)
The IT world revolves around servers - we set up, manage, and scale them, we communicate with them, deploy software onto them, and restrict access to them. In the end, it is difficult to imagine our...
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Building Intelligent Document Processing Systems – Entity Finders
Our journey towards building Intelligent Document Processing systems will be completed with entity finders, components responsible for extracting key information. This is the third part o...
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Train Your Computer with the Julia Programming Language – Machine Learning in Julia
Once we know the basics of Julia, we focus on its utilization in building machine learning software. We go through the most helpful tools and moving from prototyping to production. How to...
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Building Intelligent Document Processing Systems – Classification and Validation
We continue our journey towards building Intelligent Document Processing Systems. In this article, we focus on document classification and validation. This is the second part of the series...
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Train Your Computer with the Julia Programming Language – Introduction
As the Julia programming language is becoming very popular in building machine learning applications, we explain its advantages and suggest how to leverage them. Python and its ecosystem ...
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Introduction to Building Intelligent Document Processing Systems
Building Intelligent Document Processing systems for financial institutions is challenging. In this article, we share our approach to developing an IDP solution that goes far beyond a simple NLP tas...
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Getting Started with The Julia Language
Are you looking for a programming language that is fast, easy to start with, and trending? The Julia language meets the requirements. In this article, we show you how to take your first steps....
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Automating Your Enterprise Infrastructure. Part 2: Cloud Infrastructure as Code in practice (AWS Cloud Formation example)
Given that you went through Part 1 of the Infrastructure automation guide, and you already know basic Infrastructure as Code and AWS Cloud Formation concepts, we can proceed with getting some hand...
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Automating Your Enterprise Infrastructure. Part 1: Introduction to Cloud Infrastructure as Code (AWS Cloud Formation example)
This is the first article of the series that presents the path towards automated infrastructure deployment. In the first part, we focus on what Infrastructure as Code actually means, its main concep...
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Automation Testing: Making Tests Independent from Existing Data
Each test automation project is different. The apps are different, the approach is different, even though the tools and frameworks used might seem to be the same. Each project brings different chall...
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Kafka Transactions – Integrating with Legacy Systems
The article covers setting up and using Kafka transactions, specifically in the context of legacy systems that run on JPA/JMS frameworks. We look at various issues that may occur from using differen...
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Using Azure DevOps Platform for Configurable Builds of a Multicomponent iOS Application
In this article, we share our experience with building CI/CD for a multicomponent multi-language project. The article describes the structure of the pipeline set up and focuses on two important feat...
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8 Tips for an Agile Debugging of a Web Application
Building a complex web application, you've probably encountered the fact that something didn’t work as planned. You’ve spent hours and hours looking for a bug in your code and then on the intern...
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