Relational

Relational Databases as Graph Databases = Mindful (openCypher-2-SQL)Continue reading on Towards Data Science » Relational Databases as Graph Databases = Mindful (openCypher-2-SQL)Continue reading on Towards Data Science » FOLLOW US ON GOOGLE NEWS Read original article here Denial of responsibility! Techno Blender is an automatic aggregator of the all world’s media. In each content, the hyperlink to the primary source is specified. All trademarks belong to their rightful owners, all materials to their authors.…

Now that we’ve gotten to grips with some definitions, let’s apply these normal form rules in a working example to let these concepts sink in.Tutorial: Segmenting audiences in a Canadian-based retailerPhoto by charlesdeluvio on UnsplashFor this example, I used MySQL to carry out the queries, where each script should be adapted should you want to follow along with an alternate SQL server such as PostgreSQL or Oracle. If you are newer to MySQL I would suggest reading these articles here for installation instructions and here…

In the previous article, we discussed the importance and role of Data Governance in an organization. In this article, let's see how BigID plays a vital role in implementing those concepts w.r.t Data Privacy, Security, and Classification. What Is BigID? How Does This Tool Help Organizations Protect and Secure Personal Data?    BigID is a data discovery and intelligence platform that helps organizations identify, classify and protect sensitive and personal data across various data sources. It uses advanced machine learning…

The study highlights the importance of relational values in gaining people's support for sustainable management strategies in SESs. These relational values were also found to be associated with pro-SES behavior, which can help make SES management plans successful. Credit: Takuro Uehara from Ritsumeikan University In today's world of excess, human-nature dynamics have become quite distorted and exploitative. Therefore,…

Generalizing deep learning architectures for natural integration with principles and practice of relational databases.With the PyNeuraLogic framework you can write deep learning models that run directly on relational databases. (image adapted from Pixabay and PyNeuraLogic)We got very much used now to read about deep learning, making the headlines with various breakthroughs in research domains ranging from vision and image generation to game playing. However, most of deep learning methods are still quite distant from…

Essential guide to an open-source Python framework for automated feature engineeringImage by mohamed Hassan from PixabayFeature engineering is an important and time-consuming component of the data science model development pipeline. The feature engineering pipeline decides the robustness and performance of the model.There are various automated feature engineering packages that process and create features for a single dataset. But these packages fail for the use-cases that involve the usage of multiple relational datasets.…

When developing backend services, it’s effortless to create problems if database integration is implemented incorrectly. This article will tell you some best practices for working with relational databases in modern services and also will show you that automatically generating and keeping up-to-date schema is arguably not a good idea. I will use Flyway for database migrations, Spring Boot for easy setup, and H2 as an example database.I didn’t cover basic information about what migrations are and how they work. Here’re…

Exploring the future of graph databases and knowledge graphsImage by author. Background image, royalty free photo by Mika Baumeister on Unsplash | Unspash.comIf the term Relational Knowledge Graph is not on your radar, I suspect it soon will be. Bob Muglia, former CEO of Snowflake is now a board director of a startup that is promoting the new paradigm.My earlier thinking of nomenclature gravitated towards introduction of the term graphational databases with my work at FactEngine, where I was looking for a term that…