Reading Discussion 3: Dask

Key Word(s): Dask, Python, Parallel Processing

Selected Readings

Expository

• Why every Data Scientist should use Dask?
• Pandas, Dask or PySpark? What Should You Choose for Your Dataset?
• Data Science with Python and Dask | Chapter 1-3
• Dask Documentation

Research

• Dask: Parallel Computation with Blocked algorithms and Task Scheduling
• Better and faster hyperparameter optimization with Dask
• A performance comparison of Dask and Apache Spark for data-intensive neuroimaging pipelines
• Data Science with Python and Dask | Chapter 10-11

Selected readings for presentation