Python

Showing 1-9 of 50 results
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Python vs. R: Syntactic Sugar Magic

by Leandro Roser

Python and R empower data scientists to solve problems using elegant syntactic sugar, simplifying coding and solution exploration. Each language brings its unique capabilities and approach to bear.

7 minute readContinue Reading
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Optimize Your Environment for Development and Production: A Pydantic Tutorial, Part 2

by Arjaan Buijk

Learn how to develop a Django application coupled with pydantic where the development environment matches production.

9 minute readContinue Reading
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Streamline Your Django Settings With Type Hints: A Pydantic Tutorial

by Arjaan Buijk

Python and pydantic make a powerful runtime combination when validating data and settings, resulting in reduced debugging and a simplified code base.

6 minute readContinue Reading
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A Deeper Meaning: Topic Modeling in Python

by Federico Albanese

Colloquial language doesn’t lend itself to computation. That’s where natural language processing steps in. Learn how topic modeling helps computers understand human speech.

8 minute readContinue Reading
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Control Your Climate With This Raspberry Pi Thermostat Tutorial

by Ovidiu-Nicu Andrei

Smart homes are the future, but what do you do if you have an old air conditioner or heater in your home? Replacing old devices isn’t always feasible, but you can automate them with a Raspberry Pi.

8 minute readContinue Reading
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Graph Data Science With Python/NetworkX

by Federico Albanese

Data inundates us like never before—how can we hope to analyze it? Graphs (networks, not bar graphs) provide an elegant approach. Find out how to start with the Python NetworkX library to describe, visualize, and analyze "graph theory" datasets.

9 minute readContinue Reading
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High-performing Apps with Python: A FastAPI Tutorial

by Zubair Ahmed

Good programming language frameworks make it easy to produce quality products faster. Great frameworks even make the whole development experience enjoyable. FastAPI is a new Python web framework that’s powerful and enjoyable to use.

7 minute readContinue Reading
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The Many Applications of Gradient Descent in TensorFlow

by Alan Reiner

TensorFlow is one of the leading tools for training deep learning models. Outside that space, it may seem intimidating and unnecessary, but it has many creative uses—like producing highly effective adversarial input for black-box AI systems.

18 minute readContinue Reading
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Modern Web Scraping With Python and Selenium

by Neal Barnett

Web scraping has been around since the early days of the World Wide Web, but scraping modern sites that heavily rely on new technologies is anything but straightforward. In this article, Toptal Software Developer Neal Barnett demonstrates how you can use Python and Selenium to scrape sites that employ a lot of JavaScript, iframes, and certificates.

9 minute readContinue Reading

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