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  • University of Southern California
  • Los Angeles
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  1. Mining-Massive-Datasets---Data-Mining-Algorithms Mining-Massive-Datasets---Data-Mining-Algorithms Public

    Recommendation systems, Twitter Streaming, SON Algorithm,Frequent Itemsets, , BFR, AMS, Bloom Filter, Community Detection using Modularity, Girvan-Newman Algorithm implementation in Spark-Python.

    Python 7 2

  2. NLP-on-datasets NLP-on-datasets Public

    Perceptron classifier and Naive Bayes on hotel reviews, Lemmatizer on Hindi, HMM Implementation on Italian and Japanese

    Python

  3. Machine-Learning-on-UCI-Datasets Machine-Learning-on-UCI-Datasets Public

    Classification, Regression, Time-Series Classification, Semi-supervised, Supervised, Active and Passive Learning, Multiclass and Multilabel SVM, LSTM and CNN

    Jupyter Notebook 5 3

  4. Time-Series-Forecasting---ARIMA-v-s-LSTM-RNN Time-Series-Forecasting---ARIMA-v-s-LSTM-RNN Public

    Sales Forecasting using ARIMA modeling vs LSTM-RNN

    Jupyter Notebook

  5. Customer-Segmentation-and-Prediction-of-next-purchase Customer-Segmentation-and-Prediction-of-next-purchase Public

    Can we categorize the customers in a particular segment based on their buying patterns?

    Jupyter Notebook

  6. Suits Suits Public

    An unsupervised approach for text summarization for legal documents

    Python 1