Python
Artificial Intelligence
Why Is My Code So Slow? A Guide to Py-Spy Python Profiling
frustrating issues to debug in data science code aren’t syntax errors or logical mistakes. Quite, they arrive from code that does exactly what it's presupposed to do, but takes its sweet time doing...
Artificial Intelligence
Learn how to Run Claude Code for Free with Local and Cloud Models from Ollama
of Claude Code, Anthropic’s ubiquitous command-line coding tool, but baulk at the prices of using it, Ollama recently gave you a late Christmas present.
Just a few weeks ago, they announced that their latest...
Artificial Intelligence
Creating an Etch A Sketch App Using Python and Turtle
and History of the Etch-a-Sketch Tablet
The Etch-a-Sketch tablet was one of the vital interesting toy creations of the late Nineteen Fifties. The Etch-a-Sketch is largely a tablet look-alike; the red frame has a...
Artificial Intelligence
I Ditched My Mouse: How I Control My Computer With Hand Gestures (In 60 Lines of Python)
of autonomous vehicles and AI language models, yet the predominant physical interface through which we connect with machines has remained unchanged for 50 years. Astonishingly, we're still using the pc mouse, a tool...
Artificial Intelligence
Layered Architecture for Constructing Readable, Robust, and Extensible Apps
: your code works but confidence is low, so that you hesitate to the touch it. Adding a feature means performing open-heart surgery on the appliance, modifying existing business logic reasonably than extending the...
Artificial Intelligence
Causal ML for the Aspiring Data Scientist
: Limitations of Machine Learning
As an information scientist in today’s digital age, it's essential to be equipped to reply quite a lot of questions that go far beyond easy pattern recognition. Typical machine learning...
Artificial Intelligence
Ray: Distributed Computing For All, Part 2
instalment in my two-part series on the Ray library, a Python framework created by AnyScale for distributed and parallel computing. Part 1 covered the way to parallelise CPU-intensive Python jobs in your local...
Artificial Intelligence
Tips on how to Construct a Neural Machine Translation System for a Low-Resource Language
of the AI boom, the pace of technological iteration has reached an unprecedented level. Previous obstacles now appear to have viable solutions. This text serves as an “NMT 101” guide. While introducing our...
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