Some data and machine learning talks from PyCon US 2012
Marcel Caraciolo has mined the online videos from PyCon US 2012 to list the following:
- Practical Machine Learning with Python
- Python for data lovers, explore it, analyze it, map it
- Python and HDFS – Fast Storage for Large Data
- Restful APIs with TastyPie
- Storm: The Hadoop of Realtime Stream Processing
- Data, Design and Meaning
- Graph Processing with Python
- Pandas: powerful data analysis tools for Python
- Sage: Open Source Math with Python
- High Performance Python 1
- High Performance Python 2
- Introduction to Interactive Predictive Analytics with Python in scikit-learn
- Plotting with matplotlib
- Ipython in-depth: high-production interactive and parallel python
- Data analysis in Python with pandas
- Social network analysis with Python
- Bayesian statistics made as simple as possible
- IPython: Python at your fingertips
Marcel has embedded all those videos at his post.
Question: Which videos do you think are important for data mining/topic maps? From: PyCon 2012.
Care to share as a comment to this post? Thanks!