By Jake VanderPlas
ISBN-10: 1491912057
ISBN-13: 9781491912058
For many researchers, Python is a firstclass instrument more often than not as a result of its libraries for storing, manipulating, and gaining perception from info. numerous assets exist for person items of this knowledge technology stack, yet simply with the Python info technology guide do you get them all—IPython, NumPy, Pandas, Matplotlib, Scikit-Learn, and different similar tools.
Working scientists and knowledge crunchers acquainted with studying and writing Python code will locate this entire table reference perfect for tackling daily concerns: manipulating, remodeling, and cleansing facts; visualizing types of information; and utilizing info to construct statistical or computer studying versions. effortlessly, this can be the must-have reference for clinical computing in Python.
With this guide, you’ll find out how to use:
- IPython and Jupyter: supply computational environments for information scientists utilizing Python
- NumPy: comprises the ndarray for effective garage and manipulation of dense facts arrays in Python
- Pandas: beneficial properties the DataFrame for effective garage and manipulation of labeled/columnar information in Python
- Matplotlib: comprises features for a versatile variety of information visualizations in Python
- Scikit-Learn: for effective and fresh Python implementations of an important and demonstrated laptop studying algorithms
Read or Download Python Data Science Handbook: Essential Tools for Working with Data PDF
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Jake VanderPlas's Python Data Science Handbook: Essential Tools for Working PDF
For plenty of researchers, Python is a first class software almost always due to its libraries for storing, manipulating, and gaining perception from information. numerous assets exist for person items of this information technology stack, yet purely with the Python info technological know-how guide do you get them all—IPython, NumPy, Pandas, Matplotlib, Scikit-Learn, and different similar instruments.
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Python Data Science Handbook: Essential Tools for Working with Data by Jake VanderPlas
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