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AvichalS/README.md

MasterHead

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  1. Recommendation-System Recommendation-System Public

    The project is a Python implementation of a recommendation system using Collaborative Filtering, a technique for making personalized recommendations by analyzing the preferences and behavior of use…

    Python 1

  2. Cat-Dog-Image-Classifier Cat-Dog-Image-Classifier Public

    Used TensorFlow 2.0 and Keras to create a convolutional neural network that correctly classifies images of cats and dogs 82% of the time.

    Jupyter Notebook

  3. Speech-Emotion-Recognition Speech-Emotion-Recognition Public

    Developed a deep learning model using Multi-Layer Perceptron to recognize and classify speech signals into 6 distinct emotions. Extracted 160 audio features, enabling the model to detect emotions w…

    Python 2

  4. Job-Application-System Job-Application-System Public

    End-to End system development and deployment through replit and render, using HTML/CSS and Flask (Python) and connecting to MySQL Workbench databases.

    HTML

  5. Email-Spam-Filtering Email-Spam-Filtering Public

    An email spam classification system based on Multinomial Naive Bayes, it uses NLP techniques to pre-process a dataset of spam/ham emails and trains a logistic regression model to be able to predict…

    Python 1

  6. Score-Prediction-System Score-Prediction-System Public

    End-to-End Python Machine Learning model and HTML web application for prediction of test scores based on decision variables deployed using AWS Elastic Beanstalk.

    Jupyter Notebook