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πŸ‘©β€πŸŽ“ This repo is used to store my homework with pandas, numpy, scipy, pyspark and neural networks

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What's that?

just some hometasks for my university. could be useful for beginners

  • INS.ipynb for neural networks (just basic stuff such as MLP and SGD)
  • pandas.ipynb speaks for itself and also contains a russian description for each task
  • pyspark_kmeans.ipynb was one of homeworks last year. this notebook includes 3 parts:
    • wine 🍷 clusterization using pyspark and kmeans
    • song 🎧 recommendations for a certain user using pyspark ALS
    • sparse matrices multiplication πŸ“ˆ using pyspark and scipy

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πŸ‘©β€πŸŽ“ This repo is used to store my homework with pandas, numpy, scipy, pyspark and neural networks

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