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1. Sales-Prediction-Time_Series_Analysis Sales-Prediction-Time_Series_Analysis Public

   Time Series Analysis and Forecasting for an online store using LSTM and CatBoost Algorithm.

   Jupyter Notebook 2

2. Kaggle_S3_E14_Competition Kaggle_S3_E14_Competition Public

   Implemeting Modern Day Boosting algos like LightGBM, XgBoost and Catboost to predict yield of Wild Blueberry, done as part of a Kaggle Competition.

   Jupyter Notebook 1

3. Twitter_Emotion_Analysis Twitter_Emotion_Analysis Public

   Predicting Depression from Twitter Tweets using Classical Algos. like TF-IDF, Decision Trees, Random forests and Logistic Regression.

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4. NLP-Topic_Modeling NLP-Topic_Modeling Public

   Topic Modeling on BBC News using Facebook's FastText embeddings and LDA probabilistic model.

   Jupyter Notebook 1

5. Kaggle_competition_Machine-Failures Kaggle_competition_Machine-Failures Public

   An ensemble of 3 models - AdaBoost, XgBoost and Random Forests to classify machine failures.

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6. Text-Similarity_Phrase-Matching Text-Similarity_Phrase-Matching Public

   Implementing Text Similarity for US Patents using modern day Word2Vec and USE(Universal Sentence Encoding) and some classical algos. like Jaro Winkler and Jaccard

   Jupyter Notebook 1