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1. Digit-Recognizer-App Digit-Recognizer-App Public

   This AWS deployed application which recognizes the handwritten digit written by user in front-end with the help of trained Deep learning model in the back-end.

   Python 1

2. Recommender-System-on-MovieLens-dataset Recommender-System-on-MovieLens-dataset Public

   Knowledge-based, Content-based and Collaborative Recommender systems are built on MovieLens dataset with 100,000 movie ratings. These Recommender systems were built using Pandas operations and by f…

   Jupyter Notebook 100 20

3. ImageNet-Image-Classification ImageNet-Image-Classification Public

   Convolutional Neural Networks were built, trained for image classification task on 20 classes of ImageNet dataset. Data Augmentation tools and CNN models were explored to achieve more than 51% accu…

   Jupyter Notebook 1

4. Decision-Tree-Algorithm-and-Bagging-Concepts-using-Python Decision-Tree-Algorithm-and-Bagging-Concepts-using-Python Public

   Implementation of decision tree algorithm using NumPy and Bagging concepts of bootstrapping application code using python

   Jupyter Notebook 1

5. Big-Data-Processing-with-Hadoop Big-Data-Processing-with-Hadoop Public

   Mapper and Reducer algorithms were implemented for basic wordcount, N-grams, Inverted Index, Relational Join and KNN(K-Nearest Neighbours) using NumPy in Python.

   Python 1

6. Time-Series-Analysis-n-Prediction Time-Series-Analysis-n-Prediction Public

   Time Series Analysis and Prediction was done on Apple Stock Data of last 20 years. Statistical models like ARIMA, SARIMAX, SES and Deep learning time series forecasting methods like MLP and LSTM we…

   Jupyter Notebook 1