| aws | ||
| commands | ||
| data | ||
| kaggle | ||
| matplotlib | ||
| numpy | ||
| pandas | ||
| python-core | ||
| scikit-learn | ||
| scipy | ||
| spark | ||
| __init__.py | ||
| .gitignore | ||
| LICENSE | ||
| README.md | ||
ipython-data-notebooks
Continually updated IPython Data Science Notebooks geared towards processing big data (AWS, Spark, Hadoop, Linux command line, Python, NumPy, pandas, matplotlib, SciPy, scikit-learn, Kaggle).
python-core
IPython Notebooks demonstrating core Python functionality geared towards data analysis.
pandas
IPython Notebooks demonstrating pandas functionality.
aws
IPython Notebooks demonstrating Amazon Web Services functionality.
spark
IPython Notebooks demonstrating spark and HDFS functionality.
commands
IPython Notebooks demonstrating various command lines for Linux, Git, etc.
kaggle
IPython Notebooks used in kaggle competitions.
matplotlib
[Coming Soon] IPython Notebooks demonstrating matplotlib functionality.
scikit-learn
[Coming Soon] IPython Notebooks demonstrating scikit-learn functionality.
scipy
[Coming Soon] IPython Notebooks demonstrating SciPy functionality.
numpy
[Coming Soon] IPython Notebooks demonstrating NumPy functionality.
References
- Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython
- Building Machine Learning Systems with Python
- Think Bayes
- Think Stats
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.