Research Design
Study Validity Internal, External, and Ecological Validity in Research Design, Conduct, and Evaluation
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Important Topics in Physiological Signal Processing
PCA vs. ICA "In layman terms PCA helps to compress data and ICA helps to separate data." -- Prof. Luis Argerich Principal component...
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Data Operation with Pandas
Indexing and selecting data with Pandas Working with missing data Data Filtering
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Deal with Time Series in Python
Deal with Time Stamps Pandas Documentation: Time series / date functionality
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Deal with Sequence of Data in Python
List Simply Python built-in data structure that can be used as a container to hold a dynamically changing sequence of different data...
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Datasets, Checklist, Questionnaires, Code
Datasets/format Motion & HR data from Apple watch with PSG ground truth (Python code for training machine learning models with this...
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Important Topics in Machine Learning
Start with the basics A few useful things to know about machine learning Parameters and hyperparameters (Andrew Ng's video) Grid search...
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Developing Accurate Home Sleep Tracking Technology
Study Level: visiting researcher, postdoc, PhD, master, undergraduate, intern, exchange/visiting student
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StudySpectrum: developing mobile app to support tracking and visualizing learning orchestration
Study Level: postdoc, PhD, master, undergraduate, intern, exchange/visiting student
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When you eat matters: Automatic Recognition of Eating Activities
Study Level: visiting researcher, postdoc, PhD, master, undergraduate, intern, exchange/visiting student
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Where is Stress Processed at Night? A Neuroimaging Study into Stress-Related Abnormality in Brain
Study Level: visiting researcher, postdoc, PhD
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