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A-TALE-OF-THREE-CITIES

microsoft / A-TALE-OF-THREE-CITIES

Star 12

Analyzing the safety (311) dataset published by Azure Open Datasets for Chicago, Boston and New York City using SparkR, SParkSQL, Azure Databricks, visualization using ggplot2 and leaflet. Focus is on descriptive analytics, visualization, clustering, time series forecasting and anomaly detection.

visualization data r azure leaflet geospatial opendata eda sparksql workshop-materials sparkr anomalydiscovery time-series-analysis anomaly-detection databricks-notebooks timeseries-forecasting azure-databricks datascience-machinelearning aiforsocialgood 311-data
  • Updated May 3, 2021
  • R
LTA-Mobility-Sensing-Project

denistanjingyu / LTA-Mobility-Sensing-Project

Star 3

Location information about commuter activities is vital for planning for travel disruptions and infrastructural development. The Mobility Sensing Project aims to find innovative and novel ways to identify travel patterns from GPS data and other multi-sensory data collected in smartphones. This will be transformative to provide personalised trave…

aws sklearn s3-bucket python3 naive-bayes-classifier classification hyperopt boto3 smote adasyn datascience-machinelearning lightgbm-models randomforest-classification
  • Updated Dec 17, 2022
  • Jupyter Notebook

manvimadandotai / workout-training-using-ml

Star 3

This repository contains the implementation of the research paper tVelloso, E., Bulling, A., Gellersen, H., Ugulino, W. and Fuks, H., 2013, March. Qualitative activity recognition of weight lifting exercises. In Proceedings of the 4th Augmented Human International Conference (pp. 116-123).

machine-learning-algorithms machinelearning research-project machinelearning-r rproject datascience-machinelearning
  • Updated Oct 9, 2020
  • R

AbhiSaste5402 / MSc-Project-Part1-Pneumonia-detection-using-tansfer-learning-on-ResNet50-VGG16-and-VGG19

Star 3

The dataset having Pneumonia and Normal chest X-Ray images were trained on different numbers of epochs to check the variability in the training and validation accuracies. The ResNet50 model with the highest and closest Training and Validation accuracies was then used for the prediction.

machine-learning deep-neural-networks computer-vision transfer-learning resnet-50 vgg16-model datascience-machinelearning vgg19-model
  • Updated Sep 6, 2022
  • Jupyter Notebook

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