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Check your understanding of bubble sort, insertion sort, merge sort, Quicksort, and Timsort, and how Big O notation compares their efficiency.
Test your understanding of how Cursor and GitHub Copilot compare for Python across agent modes, code review, and project conventions.
"Honesty is the first feature. Intelligence is the second." — Pytalon 2.3 Philosophy Remember when persistent & permanent memory sat in the future
Learn how to use the Claude API in Python to send prompts, control responses with system instructions, and get structured output.
Build a Route Dry-Run Simulator for AI API Releases Most AI API release reviews happen after the route already answered traffic. That is b
If you build apps for mental health, journaling, or self-improvement, you probably want to detect cognitive distortions in user text. But training an
iceberg table maintenance is the set of housekeeping jobs that keep an Apache Iceberg table fast to read, cheap to store, and correct over time — beca
If you build apps for mental health, journaling, or self-improvement, you probably want to detect cognitive distortions in user text. But training an
apache amoro is an open-source lakehouse management system that sits on top of table formats you already run — Apache Iceberg, Apache Paimon, and its
Originally published at cchinchilla.dev. Part 2 of From code to weights, a 12-part series on ML fundamentals for engineers. Part 1 ended on an index.
apache paimon is a lake table format built for the case every other format treats as an afterthought: a firehose of updates landing in real time and b
Artificial Intelligence is no longer limited to research labs. AI, machine learning, data analytics, deep learning, natural language processing, and c
Meet DotGhostBoard 2.0.0 — a lightweight, zero-telemetry Linux clipboard manager featuring an encrypted Vault, Shannon entropy secret detecti
When working with data, knowing the mean, median, or standard deviation is often not enough. At some point, you may want to answer questions like:
Python Data Structures: Lists, Tuples, Dictionaries, and Sets Python’s built‑in data structures are the foundation for organizing and manipulating d
Python Functions: Defining, Parameters, Return Values, and Scope Functions are reusable blocks of code that perform a specific task. They help orga
Test what you learned about calling Claude from Python: the anthropic SDK, system prompts, and structured output with Pydantic.
Test your understanding of setting up a Python machine learning environment on Windows with Miniconda, Conda environments, packages, and channels.
I've been following a tufte-jekyll styled blog for a couple of years and that led me to discover Edward Tufte's book layout. Edward Tufte is renowned
Preview Python 3.15's frozendict: build immutable mappings you can hash, cache, and share across threads, and learn where the freeze stops.