Machine Learning in the Cloud: Fully Automated Data Pipeline Part 3
Technology and KnowHowMay 25th, 2022

Machine Learning in the Cloud: Fully Automated Data Pipeline - Part 3

In the previous part of our blog series, we introduced AWS Glue DataBrew service that was used for cleaning and transforming our training and test data. In this blog post, we are going to set up CI/CD pipelines in order to automate the release process of our recipes.

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Machine Learning in the Cloud: Fully Automated Data Pipeline Part 2
Technology and KnowHowMay 5th, 2022

Machine Learning in the Cloud: Fully Automated Data Pipeline - Part 2

Previously we talked about machine learning in the cloud and presented the benefits and drawbacks. In this blog post, we continue our journey and introduce an AWS service that will be used for cleaning and transforming our training and test data.

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Imperative to Functional Programming in Java
Technology and KnowHowApril 25th, 2022

Imperative to Functional Programming in Java

Many engineers may ask themselves, what are the benefits and why should they use functional programming in Java. From its beginnings, best practices in Java have encouraged object-oriented programming (which is an extension of procedural programming - type of imperative programming).

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Machine Learning in the Cloud: Fully Automated Data Pipeline
Technology and KnowHowApril 18th, 2022

Machine Learning in the Cloud: Fully Automated Data Pipeline

As cloud services become more and more popular, we'll focus on Amazon Web Services (AWS) and explore how to set up a fully automated data pipeline for a machine learning application using some of these services.

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Innovating the Marketplace Journey for a Leading European Pharmaceutical Retailer
Technology and KnowHowApril 14th, 2022

Innovating the Marketplace Journey for a Leading European Pharmaceutical Retailer

The concept of the marketplace has not changed drastically over time, but the arrival of popular online e-commerce platforms such as Amazon, Ebay, and AirBnB innovated how business is done in unmatched ways.

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Serverless Take 2: AWS CDK
Technology and KnowHowApril 4th, 2022

Serverless Take 2: AWS CDK

The previous article taught us how we can easily deploy Serverless applications using the Serverless framework and a basic understanding of the AWS environment. Here, we will learn about AWS Cloud Development Kit (CDK), use it to create AWS resources, and try AWS Cognito - an identity provider.

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