Tools and Techniques
Awesome! R Notebooks offer an easy way to create reproducible, end-to-end data analysis workflows. And they're not just for R code. You can also run Python, Bash, C++, and even SQL. The files are plain-text so they're also easy to publish and manage.
Part 3 of a popular series by Sebastian Raschka about tuning machine learning algorithms.
SQLite is a database engine that makes it easy to work with relational data. And unlike other databases, SQLite stores its data in a single file, which makes it easy to share. This tutorial shows how to get started and work with SQLite using Python.
This package provides access to the complete TensorFlow API from within R.
Implementing algorithms from scratch is a mistake that beginners often make. Here's why and, if you're a beginner, what you should do instead.