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1. Large-Scale-Data-Preprocessing-and-Machine-Learning-with-ADSB-Flight-Data Large-Scale-Data-Preprocessing-and-Machine-Learning-with-ADSB-Flight-Data Public

   Exploration and processing of large amounts of ADS-B flight data using Apache Spark. Also includes basic ML modeling using Amazon Sagemaker.

   Jupyter Notebook 1

2. Activity-Recognition-from-Accelerometer-Data Activity-Recognition-from-Accelerometer-Data Public

   Machine learning task to predict participant's activity given data produced by an accelerometer worn on their chest. Includes both local training and Sagemaker training options.

   Jupyter Notebook 1

3. SMS-Spam-Detection SMS-Spam-Detection Public

   Machine learning task to identify spam SMS messages. Project involves processing of noisy unstructured text and other NLP techniques.

   Jupyter Notebook 1 1

4. Spotify-Song-Data-Analysis-and-Modeling Spotify-Song-Data-Analysis-and-Modeling Public

   Exploratory data analysis and preliminary modeling of Spotify song dataset.

   Jupyter Notebook 1

5. Student-Performance-Prediction Student-Performance-Prediction Public

   Machine learning task to predict grades of students based on demographic information. Dataset taken from UCI Machine Learning Repository. Includes both local and cloud implementations.

   Jupyter Notebook 2

6. aws-samples/amazon-bedrock-architectures aws-samples/amazon-bedrock-architectures Public

   Python 5 1