Quick Study
Tool: Quick Study Prompt to Claude Opus 5.5 High: Build an artifact where you open a photo and it rapidly (in a few seconds) paints a version of that photo using a canvas element and simulated paintbrush See also my…
Daily edition · Python
The daily ledger
TILens turns technical updates into a focused daily brief: official releases, trusted reporting, and practitioner analysis, deduplicated and organized by topic.
23 articles · 5 sources · 5 papers ·
Top topics: Python · AI · AI Research
Introducing Kimi K3.1 Pro
Introducing Kimi K3.1 Pro Kimi K3.1 Pro landed on the Kimi API today - it's not yet open weights, but Moonshot promise "Full model weights will be released by Nov 4, 2026". They're also offering a "Highspeed" version…
Don’t Let Messy Data Bend Your Curves
Robust Estimation Series: Building Accurate Curves with Polynomials and Splines With Spurious Data The post Don’t Let Messy Data Bend Your Curves appeared first on Towards Data Science.
Skewness and Kurtosis: From Moments to Machine Learning
The mathematics, intuition, interpretation, and practical use of higher-order moments. The post Skewness and Kurtosis: From Moments to Machine Learning appeared first on Towards Data Science.
Sets in Python
Learn to work effectively with Python sets: define set objects, explore the supported operations, and know when sets fit your code.
Python Web Applications: Deploy Your Script as a Flask App
In this tutorial, you'll learn how to go from a local Python script to a fully deployed Flask web application that you can share with the world.
NumPy Tutorial: Your First Steps Into Data Science in Python
Follow this NumPy tutorial to learn how to create and manipulate arrays in Python and take your first steps into data science.
Get Started With Django: Build a Portfolio App
Build a Django example project step by step. You'll create a portfolio app and learn about models, views, templates, and the admin.
What Is the Python Global Interpreter Lock (GIL)?
The Python GIL is a mutex that lets only one thread control the interpreter at a time. Learn how it shapes your program's performance.
Sending Emails With Python
Learn how to send emails with Python using SMTP, attach files, format HTML messages, and personalize bulk emails for your contact list.
Python Metaclasses
How Python's metaclasses work as an OOP concept, what they are good for—and why you might want to avoid them in your own programs.
A Python AI Tool Was Just Booby-Trapped With Key-Stealing Malware
Real Python's weekly AI news for October 17–23, 2026, explained in plain language: a booby-trapped Python AI tool, a PHP security fix, and PyTorch on TPUs.
Python's property(): Add Managed Attributes to Your Classes
Use Python's property() to add managed attributes to your classes, with validation, computed values, and caching, without breaking your API.
Python's F-String for String Interpolation and Formatting
Python f-strings give you a readable, concise way to interpolate and format strings, and they beat .format() and the % operator on speed.
Building Serverless Python Apps Using AWS Chalice
Build and deploy a serverless Python app with AWS Chalice, a microframework that ships your code to AWS Lambda and scales it for you.
Why Parameter Count Is Not Model Complexity: An Introduction to Effective Dimension
What does effective dimension reveal about redundancy, generalization, and trainability that parameter count, loss, and accuracy do not? The post Why Parameter Count Is Not Model Complexity: An Introduction to Effective…
Quiz: Using Pydantic to Simplify Python Data Validation
Test your understanding of Pydantic models, fields, validators, and settings management, and see how well you can validate data in Python.
The Real Python Podcast – Episode #316: The Future of Python Security: Trends, Challenges, and Solutions
How is the Python ecosystem adapting to the modern landscape of software security and supply chain defense? This week on the show, we sit down with Seth Larson, the Python Software Foundation's Security Developer in…
Quiz: Sending Emails With Python
Use Python's standard library to send email through secure SMTP connections, attach files, include HTML content, and route replies.
Quiz: Get Started With Django: Build a Portfolio App
In this quiz, you'll test your understanding of Django, a fully featured Python web framework. By working through this quiz, you'll revisit the steps to create a fully functioning web application and learn about some of…
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