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 taskpyspark_kmeans.ipynb
was one of homeworks last year. this notebook includes 3 parts:- wine π· clusterization using pyspark and kmeans
- song π§ recommendations for a certain user using pyspark ALS
- sparse matrices multiplication π using pyspark and scipy