Objectives: Understand basic Python programming concepts: variables, data types, and basic algorithms. Apply algorithmic thinking to solve simple problems related to space science. Activities: Lecture ...

In this video, we implement the Adam optimization algorithm from scratch using pure Python. You'll learn how Adam combines ...

As a Python library for machine learning, with deliberately limited scope, Scikit-learn is very good. It has a wide assortment of well-established algorithms, with integrated graphics.

Since algorithms are not limited to only one programming language, these questions test your logic and thinking, as well as coding in Python. For example, you could get this question: ...

10 ways to make Python programs run faster Measure, measure, measure Memoize (cache) repeatedly used data Move math to NumPy Move math to Numba Use a C library Convert to Cython Go parallel with ...