Python Poetry — The Best Data Science Dependency Management Tool?

by | Jul 30, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Poetry makes deploying machine learning applications a breeze — learn how!Continue reading on Towards Data Science » ​Poetry makes deploying machine learning applications a breeze — learn how!Continue reading on Towards Data Science »  python, software-development,...

Introduction to Reinforcement Learning and Solving the Multi-armed Bandit Problem

by | Jul 30, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Dissecting “Reinforcement Learning” by Richard S. Sutton with Custom Python Implementations, Episode IContinue reading on Towards Data Science » ​Dissecting “Reinforcement Learning” by Richard S. Sutton with Custom Python Implementations, Episode IContinue reading on...

Spatial Index: R Trees

by | Jul 30, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Data Driven Structures for Spatial IndexingContinue reading on Towards Data Science » ​Data Driven Structures for Spatial IndexingContinue reading on Towards Data Science »  spatial-indexing, database-indexing, r-tree, database-design, hands-on-tutorials Towards Data...

A Practical Guide to Contrastive Learning

by | Jul 30, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support

How to build your very first SimSiam model with FashionMNISTContrastive learning has many use cases these days. From NLP and computer vision to recommendation systems, contrastive learning can be used to learn underlying data representations without any explicit...

Deploying dbt Projects at Scale on Google Cloud

by | Jul 29, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Containerising and running dbt projects with Artifact Registry, Cloud Composer, GitHub Actions and dbt-airflowContinue reading on Towards Data Science » ​Containerising and running dbt projects with Artifact Registry, Cloud Composer, GitHub Actions and...

How to Stand Out in Your Data Scientist Interview

by | Jul 29, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support

A tip from my experience hiring Data Scientists, which even seasoned professionals aren’t aware ofContinue reading on Towards Data Science » ​A tip from my experience hiring Data Scientists, which even seasoned professionals aren’t aware ofContinue reading on Towards...