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  1. World-Population-2024-EDA-and-prediction World-Population-2024-EDA-and-prediction Public

    Implemented and compared various machine learning algorithms and visualizations on the World Population 2024 dataset to identify the most efficient predictive model. Additionally, evaluated model a…

    Jupyter Notebook 1

  2. Dry-coffee-beans-classification Dry-coffee-beans-classification Public

    Machine Learning Approach to classify different types of dry beans. Data Cleaning , Encoding, Feature Scaling ,Data visualization, Predictive Modelling applied.

    Jupyter Notebook

  3. Pima-Indians-Diabetes-Classification Pima-Indians-Diabetes-Classification Public

    Applied various Machine Learning algorithms and used different techniques to find out optimal combination of hyperparameters for models, to find out whether the person has diabetes or not based on …

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  4. Spam_Classification Spam_Classification Public

    Classification of Spam messages using NLP algorithms: using bag of words, stemming etc ,an Outlier-Robust machine learning approach

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  5. Sentiment-Analysis-for-mental-health Sentiment-Analysis-for-mental-health Public

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  6. Diet-Recommender-System Diet-Recommender-System Public

    Personalized recipe recommender system based on dietary requirements and preferences, leveraging machine learning, data analytics, and cosine similarity.

    Jupyter Notebook