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AI & ML

Machine learning applications and neural network implementations.

A guide to Neural Networks

Imagine teaching a machine to recognize patterns in the world just like you do. This guide takes you on a journey from basic neural networks to building your own, one step at a time.

Topic modeling with Gensim

Like unlocking hidden themes in a great novel, topic modeling unveils the unspoken threads in vast datasets. From scikit-learn’s reliable tools to gensim’s transformative power, join a journey into the art of teaching machines to understand text.

Shelter Animal Outcomes

How do you predict the life paths of cats and dogs in shelters? This journey takes you through Kaggle’s shelter animal outcomes competition, from feature engineering to parameter tuning, with lessons learned at every step.