This video course will teach you how to use Gemini CLI to bring Google’s AI-powered coding assistance directly into your terminal. After you authenticate with your Google account, this tool will be ready to help you analyze code, identify bugs, and suggest fixes—all without leaving your familiar development environment. Imagine debugging code without switching between your console and browser, or picture getting instant explanations for unfamiliar projects. Like other command-line AI assistants, Google’s Gemini CLI brings AI-powered coding assistance directly […]

The terminal provides Python developers with direct control over their operating system through text commands. Instead of clicking through menus, you type commands to navigate folders, run scripts, install packages, and manage version control. This command-line approach is faster and more flexible than graphical interfaces for many development tasks. This tutorial walks through the fundamentals of terminal usage on Windows, Linux, and macOS. The examples cover file system navigation, creating files and folders, managing packages with pip, and tracking code […]

In Python, a callable is any object that you can call using a pair of parentheses and, optionally, a series of arguments. Functions, classes, and methods are all common examples of callables in Python. Besides these, you can also create custom classes that produce callable instances. To do this, you can add the .__call__() special method to your class. Instances of a class with a .__call__() method behave like functions, providing a flexible and handy way to add functionality to […]

Interactive Quiz ⋅ 9 QuestionsBy Joseph Peart Share In this quiz, you’ll test your understanding of GeoPandas. You’ll review coordinate reference systems, GeoDataFrames, interactive maps, and spatial joins with .sjoin(). You’ll also explore how projections affect maps and learn best practices for working with geospatial data. This quiz helps you confirm that you can prepare, visualize, and analyze geospatial data accurately using GeoPandas. The quiz contains 9 questions and there is no time limit. You’ll get 1 point for each […]

GeoPandas extends pandas to make working with geospatial data in Python intuitive and powerful. If you’re looking to do geospatial tasks in Python and want a library with a pandas-like API, then GeoPandas is an excellent choice. This tutorial shows you how to accomplish four common geospatial tasks: reading in data, mapping it, applying a projection, and doing a spatial join. By the end of this tutorial, you’ll understand that: GeoPandas extends pandas with support for spatial data. This data […]

Interactive Quiz ⋅ 8 QuestionsBy Bartosz Zaczyński Share In this quiz, you’ll test your understanding of How to Integrate Local LLMs With Ollama and Python. By working through this quiz, you’ll revisit how to set up Ollama, pull models, and use chat, text generation, and tool calling from Python. You’ll connect to local models through the ollama Python library and practice sending prompts and handling responses. You’ll also see how local inference can improve privacy and cost efficiency while keeping […]

Integrating local large language models (LLMs) into your Python projects using Ollama is a great strategy for improving privacy, reducing costs, and building offline-capable AI-powered apps. Ollama is an open-source platform that makes it straightforward to run modern LLMs locally on your machine. Once you’ve set up Ollama and pulled the models you want to use, you can connect to them from Python using the ollama library. Here’s a quick demo: In this tutorial, you’ll integrate local LLMs into your […]

When it comes to Python package managers, the choice often comes down to uv vs pip. You may choose pip for out-of-the-box availability, broad compatibility, and reliable ecosystem support. In contrast, uv is worth considering if you prioritize fast installs, reproducible environments, and clean uninstall behavior, or if you want to streamline workflows for new projects. In this video course, you’ll compare both tools. To keep this comparison meaningful, you’ll focus on the overlapping features, primarily package installation and dependency […]