There are a million "tips for beginners" posts, and I almost never link to them. This one is really excellent, though, and I thought it was worth sharing. My favorites: "Build something, anything" and "Contribute to open source". Foundational.
Whether you're currently learning Python, SQL, Scala, or TensorFlow, this article is equally useful.