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1. realtime-tweet-sentiment-using-pyspark-kafka realtime-tweet-sentiment-using-pyspark-kafka Public

   Real-time tweet sentiment classification pipeline using Kafka, PySpark Structured Streaming, and Spark-NLP embeddings with a Logistic Regression classifier.

   Python 1

2. student-academic-outcome-prediction student-academic-outcome-prediction Public

   An end-to-end machine learning project for predicting student academic outcomes using exploratory data analysis, dimensionality reduction, clustering, and predictive modeling with Scikit-learn.

   Jupyter Notebook