Machine learning / Deep learning / Data analysis

Database of my notebooks created for learning purposes.

If u want to use them on your own (using jupyter), you need to adjust data loading path and download datasets on your own.

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Bank client subscription

sklearn, pandas, seaborn, xgboost

Notebook | Dataset

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Find similar movies using descriptions

pandas, nltk, gensim, doc2vec

Notebook | Dataset

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Subreddits classification (Skeptic vs Paranormal posts)

pandas, sklearn, CountVectorizer

Notebook | Dataset

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Mushroom classification (poisonous)

pandas, sklearn, numpy

Notebook | Dataset

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Guess the date of reddits - Large Edition

pandas, sklearn, numpy, CountVectorizer

Notebook | Dataset

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Houses price prediction

pandas, sklearn, seaborn, xgboost

Notebook | Dataset

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Cars price prediction

pandas, sklearn, numpy

Notebook | Dataset

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Stroke prediction

pandas, sklearn, seaborn, Pipelines

Notebook | Dataset

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Covid tweets sentiment classification

pandas, sklearn, Pipelines

Notebook | Dataset

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Shapes images classification (circle, triangle, square)

keras, numpy, matplotlib

Notebook | Dataset

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Captcha solver

keras, numpy, matplotlib, opencv

Notebook | Dataset

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Polish monetary classification

keras, numpy, matplotlib

Repository | Dataset

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Intel image classification

keras, numpy, matplotlib

Notebook | Dataset

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Small custom GAN for creating coins pictures

keras, numpy, matplotlib

Warning! File weights 50mb, becuase of images save every epoch!

Notebook | Dataset

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United States police shooting analysis

tableau

Dashboard 1 | Dashboard 2 | Dashboard 3 | Dataset

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