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Data Science with Python Libraries

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z Data Science With Python
OBJECTIVES Data Science as it enables computers to get into a mode of self-learning? 01 Python Libraries Concludes with the list of areas where AI can assist human beings. 02 CONCLUSIONS 03
What are Libraries? www.pantechsolutions.net www.pantechelearning.com
Python libraries are specific files containing pre-written code that can be imported into your code base by using Python’s import feature. This increases your code reusability www.pantechsolutions.net www.pantechelearning.com
INTRODUCTION www.pantechsolutions.net www.pantechelearning.com
APPLICATIONS www.pantechsolutions.net www.pantechelearning.com
PYTHON Libraries
NUMPY one of the core libraries, provides support for arrays containing pixels of image data points. PYTH ON LIBRA RIES MATPLOTLIB visualization library in Python for 2D plots of arrays. PANDAS provides high-performance, easy to use structures and data analysis tools.
NumPyisaPythonpackage which standsfor ‘NumericalPython’ ItisapowerfulN-dimensionalarrayobject whichisintheformofrowsandcolumns. ToinstallPythonNumPy “pipinstallnumpy” gotoyourIDEandsimplyimportitby typing:“importnumpyasnp”
1. Single-dimensional Numpy Array 2. Multi-dimensional Array 3. Find Dimension of Array 4. itemsize, dtype, reshape, slicing 5. Addition Operation, Square Root & Standard Deviation Python NumPy Operations
www.pantechelearning.com
matplotlibisapythonpackageusedfor 2Dgraphics ItisapowerfulN-dimensionalarrayobject whichisintheformof rowsandcolumns. ToinstallPythonmatplotlib “pipinstallmatplotlib” gotoyourIDEandsimplyimportitby typing:“frommatplotlibimport pyplotasplt”
Python Matplotlib : Types of Plots
www.pantechsolutions.net www.pantechelearning.com
Pandasisusedfordata manipulation, analysisandcleaning. suitedforTabular data,matrixdata withrow&column labels, statistical datasets Toinstall PythonPandas, “pip installpandas” gotoIDEandsimplyimportitby typing: your“importpandasaspd”
PANDAS POSSIBILITIES
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