Appendix 1. Other Books You May Enjoy

If you enjoyed this book, you may be interested in these other books by Packt:

SciPy Recipes L. Felipe Martins, Ruben Oliva Ramos, V Kishore Ayyadevara

ISBN: 9781788291460

• Get a solid foundation in scientific computing using Python
• Master common tasks related to SciPy and associated libraries such as NumPy, pandas, and matplotlib
• Perform mathematical operations such as linear algebra and work with the statistical and probability functions in SciPy
• Master advanced computing such as Discrete Fourier Transform and K-means with the SciPy Stack
• Implement data wrangling tasks efficiently using pandas
• Visualize your data through various graphs and charts using matplotlib

Python Data Analysis - Second Edition Armando Fandango

ISBN: 9781787127487

• Install open source Python modules such NumPy, SciPy, Pandas, Statsmodels, scikit-learn, theano, keras, and tensorflow on various platforms
• Prepare and clean your data, and use it for exploratory analysis
• Manipulate your data with Pandas
• Retrieve and store your data from RDBMS, NoSQL, and distributed file systems such as HDFS and HDF5
• Visualize your data with open source libraries such as matplotlib, bokeh, and plotly
• Learn about various machine learning methods such as supervised, unsupervised, probabilistic, and Bayesian
• Understand signal processing and time series data analysis
• Get to grips with graph processing and social network analysis