Sarthak Mohapatra Sarthak-Mohapatra

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1. US-Airlines-Tweets-Sentiment-AnalysisUS-Airlines-Tweets-Sentiment-AnalysisPublic

   Classifying a tweet as positive, neutral, or negative sentiment using Natural Language Processing (CBOW approaches) and Traditional Machine Learning Algorithms.

   Jupyter Notebook 1

2. Building-Algorithm-from-scratch-for-prediction-of-Average-GPU-run-time-and-classifying-the-run-type.Building-Algorithm-from-scratch-for-prediction-of-Average-GPU-run-time-and-classifying-the-run-type.Public

   As part of this project, I have developed algorithms from scratch using Gradient Descent method. The first algorithm developed will be used to predict the average GPU Run Time and the second algori…

   R 2

3. Image-Classification-using-Gradient-Descent-with-a-Neural-Network-mindset.Image-Classification-using-Gradient-Descent-with-a-Neural-Network-mindset.Public

   Image classification - classifying images as Cats or not cats - using Gradient Descent with a Neural Network mindset.

   Python 1

4. Market-Basket-Analysis-using-Apriori-Algorithm-on-grocery-dataMarket-Basket-Analysis-using-Apriori-Algorithm-on-grocery-dataPublic

   Market Basket Analysis using Apriori Algorithm on grocery data.

   Python 8 5

5. Recommendation-Engine--Similar-apps-on-Google-Play-StoreRecommendation-Engine--Similar-apps-on-Google-Play-StorePublic

   As part of this project, I have built a Recommendation Engine for suggesting similar apps from Google Play store to an Andriod user. I have used content based recommendation system for developing t…

   Jupyter Notebook 4

6. Classification-of-GPU-Run-as-high-or-low-time-consuming-using-various-classification-Algorithms.Classification-of-GPU-Run-as-high-or-low-time-consuming-using-various-classification-Algorithms.Public

   As part of this project, various classification algorithms like SVM, Decision Trees and XGBoost was used to classify a GPU Run as high or low time consuming process. The main purpose of this projec…

   Jupyter Notebook 2