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Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
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README.md

pydatanotebooks

Python data analysis IPython Notebooks (core Python, NumPy, pandas, matplotlib, SciPy). Geared towards data anaysis.

core

IPython Notebooks demonstrating core Python functionality geared towards data analysis.

numpy

IPython Notebooks demonstrating NumPy functionality geared towards data analysis. Coming soon.

pandas

IPython Notebooks demonstrating pandas functionality geared towards data analysis. Coming soon.

matplotlib

IPython Notebooks demonstrating matplotlib functionality geared towards data analysis. Coming soon.

scipy

IPython Notebooks demonstrating SciPy functionality geared towards data analysis. Coming soon.

##License

Copyright 2014 Donne Martin

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at

   http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.