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Tariq Rashid

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Creative Coding for Kids .. (and Teachers and Parents)Agile on the Beach 20192019-07-11
Shows how kids get hooked by building visual code in a browser using open processor and simple commands like circle x y size, randomness and a repeat loop that…
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A Gentle Introduction to Neural NetworksAgile on the Beach 20182018-07-12
A clear, hands-on intro that builds a tiny neural net in 30–40 lines of Python, uses sigmoid activation, trains with gradient descent and a tunable learning…
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Dimension Reduction and Extracting Topics - A Gentle IntroductionPyData London 20172017-05-05
Explains singular value decomposition (SVD) and uses a term‑document matrix with tf‑idf weighting to extract topics from real datasets, including the Chilcot…
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A Gentle Introduction to Neural Networks and making your own with PythonPyData London 20162016-05-06
Clear, concrete outcomes: a 3-layer network implemented as a simple Python/Numpy pipeline and shared as a Python 3 notebook on GitHub and…
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