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The Coiled Team •
James Bourbeau •
Adam Breindel •
Dask Under the Hood: Scheduler Refactor
Dask, Dask Scheduler, data science, machine learning, Python
Christiana Cromer •
Pavithra Eswaramoorthy •
Pavithra Eswaramoorthy •
Scalable Hyperparameter Optimization with Optuna and Dask
Dask, hyperparameter optimization, machine learning, optuna, scalable python
Adam Breindel •
Work Stealing in the Dask Scheduler
Dask, Dask Scheduler, data science, machine learning, Work Stealing
Michal Mucha •
XGBoost – frictionless training on datasets too big for the memory
Pavithra Eswaramoorthy •
Matt Rocklin •
Dask, data science, jobs, Jupyter, machine learning, OSS, xarray
Pavithra Eswaramoorthy •
Dask, data science, distributed computing, machine learning, open source software, parallel computing
Christiana Cromer •
Predicting Voter Turnout in the 2020 Presidential Election with Coiled and Dask
2020 election, Dask, machine learning, PyData, Python, US presidential election, Use Cases, voter turnout
James Bourbeau •
Dask, dask-sql, data science, machine learning, SQL, XGBoost
James Bourbeau •
Dask, data science, Jupyter, machine learning, Python, scaling data science
Christiana Cromer •
Data Processing at Blue Yonder: One Supply Chain at a Time
Dask, data science, Kartothek, machine learning, parquet, Python, SQL, supply chain management
Christiana Cromer •
Design Principles of Distributed Systems: Dask and PySpark
Dask, data science, machine learning, Python, scalable python, Spark, SQL