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ohmthanap (Thanapoom Phatthanaphan) · GitHub

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  1. Telecom-Customer-Churn-Predictions Telecom-Customer-Churn-Predictions Public

    Developed a churn prediction classification model using various techniques including: EDA, Decision trees, Naive Bayes, AdaBoost, MLP, Bagging, RF, KNN, logistic regression, SVM, Hyperparameter tun…

    Jupyter Notebook 4

  2. Movies-Recommendation-Hybrid-System Movies-Recommendation-Hybrid-System Public

    Developed a Hybrid movies recommendation system, using various techniques including: Collaborative Filtering, Content-Based Filtering, Singular Value Decomposition, Min-Max Normalization, Cosine Si…

    Jupyter Notebook 2

  3. Skills-Requirements-Analysis-using-NLP Skills-Requirements-Analysis-using-NLP Public

    Analyzed the job descriptions of the data analyst roles on Indeed website using Python and NLP to present the top required skills for the data analyst positions.

    Jupyter Notebook

  4. BERT-Sentiment-Analysis-Bank-Customers-Reviews BERT-Sentiment-Analysis-Bank-Customers-Reviews Public

    Developed a sentiment analysis using BERT to analyze each customer review to judge that it is positive or negative review.

    Jupyter Notebook

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