Some data and machine learning talks videos from PyCon Us 2012

Unfortunately this year I couldn't participate of the PyCon, the world meeting of Python developers. I had a poster accepted this year, but I had some problems that didn't allow me to go. Apart from that, the best part is that I could watch talks, tutorials and keynotes from the congress.

Thanks to the PyVideo team, they uploaded all the videos from the PyCon quickly! The best ones that I enjoyed (of course related to data mining, natural language processing and machine learning) I will share with you:

1. Pratical Machine Learning with Python

2. Python for data lovers: explore it, analyze it, map it






3. Python and HDF5 - Fast Storage  for Large Data






4. RestFul APIs with  TastyPie






5. Storm: The Hadoop of  Realtime Stream Processing





6. Data , Design and Meaning






7. Graph Processing with Python





8. pandas: powerful data analysis tools for Python



9. Sage: Open Source Math in Python



10. High Performance Python 1


11. High Performance Python 2



11. Introduction to Interactive Predictive Analytics in Python with scikit-learn



12. Plotting with Matplotlib



13. Ipython in-depth: high-productive interactive and parallel python



14. Data analysis in Python with pandas



15. Social Network analysis with Python



16. Bayesian statistics made as simple as possible

17. IPython: Python at your fingertips



There are some of talks and tutorials that I enjoyed a lot. I recommend you to take a look at all the videos available from PyCon at this link.
I really hope next  year I can go to this meeting :)
Cheers,
Marcel