A technical tutorial explaining the fundamentals of Convolutional Neural Networks (CNNs) by manually calculating layers from the classic LeNet-5 architecture.
A guide to publishing open source Python packages, covering code hosting on GitHub, packaging, and distribution via PyPI and Conda Forge.
A technical tutorial on implementing quadratic trend tests using the R survey package, including code examples and statistical analysis.
A guide to integrating data from MSSQL linked servers into Entity Framework Core applications using database views.
A tutorial on using the Fluent ORM framework with PostgreSQL in Vapor 4 for server-side Swift development.
A psychology graduate shares his unconventional journey into data science, detailing his career transition and lessons learned to help others.
A guide on contributing to open-source projects using Git and GitHub, covering the process from finding a project to making a pull request.
Explains the environmental impact of data centers, comparing carbon neutral, net zero, and carbon negative goals of major tech companies.
Andy Bell announces a live coding stream on the Piccalilli site, focusing on front-end development work and his CSS course.
Learn 4 essential best practices for writing clean, maintainable, and efficient JavaScript modules, including export strategies and import behavior.
A tutorial on nesting Tab and Stack navigators in React Native/Expo apps using react-navigation, covering setup, configuration, and screen options.
An overview of Google Colab, a free cloud-based Jupyter notebook service with GPU/TPU access for machine learning and data science.
A developer builds a weekly navigation view for a Django SaaS app, focusing on UI, URL routing, and date logic.
Exploring the untyped Lambda Calculus, Church numerals, and the Y Combinator by implementing them in Go's type system.
An analysis of ethical decision-making for technology professionals, using Facebook's social experiments as a case study against a professional code of ethics.
A beginner's tutorial on setting up PostgreSQL for use with the Fluent 4 ORM in Vapor, covering installation, user/database creation, and basic management.
How to configure the Kafka Connect JDBC Sink connector's pk.fields setting to use a Kafka message's primitive key for UPSERT operations into a PostgreSQL table.
A tutorial on implementing password-based encryption in Go, covering key derivation and AES-GCM for secure data handling.
A guide with 8 practical tips for setting up, deploying, and maintaining a static website using the Publish framework and GitHub Pages.
Explains methods like regression and inverse probability weighting to close confounding backdoors in DAGs for causal inference in observational data.
