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Adding Python to PATH – Real Python
3+ day, 3+ hour ago (157+ words) You may need to add Python to PATH if you've installed Python, but typing python on the command line doesn't seem to work. You might see a message saying that python isn't recognized, or you might end up running the…...
How to Use Ollama to Run Large Language Models Locally – Real Python
4+ day, 4+ hour ago (1560+ words) Large language models traditionally require expensive API subscriptions and a constant internet connection. Ollama eliminates both requirements by running models directly on your hardware. Because everything runs locally, your prompts stay on your machine, and no per-token fees apply. To…...
How to Use Git: A Beginner's Guide – Real Python
1+ week, 2+ day ago (1791+ words) This tutorial shows you how to use Git to track changes in a project using just a few core commands and save clean snapshots of your work. If you've ever changed a file, broken something, and wished you could undo…...
Understanding CRUD Operations in SQL – Real Python
1+ week, 3+ day ago (168+ words) CRUD operations are at the heart of nearly every application you interact with. As a developer, you usually want to create data, read or retrieve data, update data, and delete data. Whether you access a database or interact with a…...
How to Use Note-Taking to Learn Python – Real Python
1+ week, 4+ day ago (1830+ words) Learning Python can be genuinely hard, and it's normal to struggle with fundamental concepts. Research has shown that note-taking is invaluable when learning new things. This guide will help you get the most out of your learning efforts by showing…...
Build Your Weekly Python Study Schedule: 7 Days to Consistent Progress – Real Python
2+ week, 2+ day ago (1785+ words) Staying consistent with learning Python can be challenging. This guide helps you create a weekly Python study schedule that you can stick to and shows you how it works in practice. By the end of this guide, you'll have a…...
Spyder: Your IDE for Data Science Development in Python – Real Python
2+ week, 4+ day ago (1802+ words) There are many different integrated development environments (IDEs) to choose from for Python development. One popular option for data-focused work is Spyder, an open-source Python IDE geared toward scientists, engineers, and data analysts. Its name comes from Scientific PYthon Development…...
How to Use the OpenRouter API to Access Multiple AI Models via Python – Real Python
4+ week, 2+ day ago (1700+ words) One of the quickest ways to call multiple AI models from a single Python script is to use OpenRouter's API, which acts as a unified routing layer between your code and multiple AI providers. By the end of this guide,…...
What Does Python's __init__.py Do? – Real Python
4+ week, 2+ day ago (152+ words) Python's special __init__.py file marks a directory as a regular Python package and allows you to import its modules. This file runs automatically the first time you import its containing package. You can use it to initialize package-level variables, define…...
Automate Python Data Analysis With YData Profiling – Real Python
1+ mon, 1+ day ago (1593+ words) The YData Profiling package generates an exploratory data analysis (EDA) report with a few lines of code. The report provides dataset and column-level analysis, including plots and summary statistics to help you quickly understand your dataset. These reports can be…...