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1. HousePricePrediction-Website-MLOps HousePricePrediction-Website-MLOps Public

   Designed and deployed model pipelines to predict housing prices, including the orchestration of ETL workflows using Airflow. Developed a web application that allows users to obtain sales price pred…

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2. OnlineShoppingBehaviorAnalysis-Kafka-SparkStreaming OnlineShoppingBehaviorAnalysis-Kafka-SparkStreaming Public

   This hands-on project uses Kafka and Spark Streaming to analyze online shopping behavior between men and women by developing a Flask web application.

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3. The-Perplexity-Permutation-Puzzle The-Perplexity-Permutation-Puzzle Public

   This project performs simulated annealing to optimize the word sequence in a given text, aiming to minimize the perplexity score—a measure of how fluent and natural the sequence sounds according to…

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4. PredictOnlineNewsPopularity-with-mlflow-SHAP PredictOnlineNewsPopularity-with-mlflow-SHAP Public

   This project employs the CookieCutter structure for organization and utilizes SHAP to deepen the understanding of the data, in conjunction with an MLflow approach. Its primary goal is to predict th…

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5. Movie-Recommender-System Movie-Recommender-System Public

   This project aims to create a recommendation system capable of suggesting films to users based on their preferences. I'm using two main approaches: item-based collaborative filtering and user profi…

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6. Predict-Future-Sales Predict-Future-Sales Public

   It aims to forecast sales for a retail store using historical sales data from a Kaggle competition. The goal is to build predictive models that can accurately estimate future sales based on various…

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