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  1. Spotify_popular_or_not_prediction Spotify_popular_or_not_prediction Public

    Predict given the audio features, a song will be popular or not using logistic regression and Random Forest Classifier.

    Jupyter Notebook

  2. Bank_marketing Bank_marketing Public

    Predict if the client will subscribe to a term deposit or not. Algorithms used: KNeighborsClassifier, LogisticRegression, RandomForestClassifier, SVC, DecisionTreeClassifier, GaussianNB and XGBClas…

    Jupyter Notebook

  3. Clickthroughrate_predictions Clickthroughrate_predictions Public

    Predict whether a given ad on a given page will be clicked by a given user. Algorithms used are Logistic Regression, Random Forest and Decision Tree.

    Jupyter Notebook

  4. Autism_Screening Autism_Screening Public

    Predict given the questions asked - an individual is/will suffer from Autism Spectrum Disorder or not. Algorithms used: LogisticRegression, SGDClassifier, DecisionTree Classifier, KNeighborsClassif…

    Jupyter Notebook

  5. Alexa_sentiment_analysis Alexa_sentiment_analysis Public

    EDA and Sentiment Analysis for Alexa; feature extraction done by using TF-IDF.

    Jupyter Notebook