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1. text-classification text-classification Public

   Classify documents using custom naïve bayes model

   Jupyter Notebook

2. word-embedding word-embedding Public

   Question answering using word embedding models (Word2vec , fastText , Glove)

   Jupyter Notebook

3. text-classifier-algorithms text-classifier-algorithms Public

   Efficiently classify documents using diverse classifier algorithms, with a strong emphasis on optimizing performance metrics, especially the macro F1 score.

   Jupyter Notebook

4. makeup-products-object-detection makeup-products-object-detection Public

   Develop an object detection model capable of identifying specific types of products that’s related to Makeup and beauty from TikTok videos. This includes scraping videos, refining data, annotating …

   Jupyter Notebook

5. custom-image-augmentation custom-image-augmentation Public

   Perform custom data augmentation on image datasets with bounding box adjustments for object detection tasks , Built from scratch to enhance the diversity of training data.

   Jupyter Notebook

6. SparkSearchEngine SparkSearchEngine Public

   Build a small-scale spark-based search engine which searches in a list of documents to find those answering a user’s query.

   Scala