In the last few years I had to run task currently. In some cases the tasks were running on the same machine, in some case I had tasks running on different machines. I want to share with you the apis, pattern and technologies that I found to do these task.

In particular I will talk about:

1. Python executor objects
2. Python asyncio library
3. 3rd parties for parallel computing (numpy)
4. Dask

My talk will be based on jupyter notebook and I will try to provide as much examples as possible