You will need to mind algorithms runtime when you have to sort data, search for a value in a big dataset, transform data, scale your code to many users, to name a few. Algorithms are just the step you ...

When choosing a data structure or algorithm, ... the Binary Search algorithm is almost always more efficient than the Linear Search algorithm–something you’ll see for yourself in Part 2.

A collection of classic data structures and algorithms, emphasizing usability, beauty and clarity over full generality. As such, this should be viewed not as a blackbox library, but as a whitebox ...

Causal discovery from observational data is a crucial but challenging task, and learning directed acyclic graphs (DAGs) is its foundation. The causal discovery method in linear structural equation ...