Showing posts with label ipython notebook. Show all posts
Showing posts with label ipython notebook. Show all posts
Friday, May 8, 2015
Data Science with Python
At the last Tech Talk Tuesday we took an overview of Python's Data Science related packages.
The key packages for numerical computing are Numpy, Scipy and Scikit-learn. The documentation for python is great, and makes presentations like this easy. These packages are loaded with code samples, even for complex concepts like Grid search and cross validation. The machine learning package, scikit-learn also has exercises below the code samples. Doing the exercises enforces the concepts, and is great preparation for solving problems like the ones in Kaggle competitions.
We also demoed iPython Notebooks, a fantastic way to create live data analysis documents.
Labels:
Analytics,
data driven documents,
Data Science,
ipython notebook,
NumPy,
scikit-learn,
scipy
Subscribe to:
Posts (Atom)
Popular Articles
-
Cloud Computing has graduated from being a technology buzzword to being an essential part of any business or organization. Let's take a...
-
Video talk at the Universidad Iberoamericana Leon in Mexico at the CESLG 08, in which andy talks about his career and his new book Pragma...
-
Top 10 Cloud Apps for your Business introduced apps often used from the cloud. There are several vendors to chose from when implementin...
-
It's super exciting to be a part of tonight's Technical English Seminar at VTC Academy . This started off as another Tech Tak Tue...