Joshi A Tackling Imbalanced Data with Python Advanced Techniques 2024 | 6.86 MB
Title: Tackling Imbalanced Data With Python: Advanced Techniques And Real-world Applications For Tackling Class Imbalance
Author: Aarav Joshi
Description:
For many researchers, Python is a first-class tool mainly because of its libraries for storing, manipulating, and gaining insight from data. Several resources exist for individual pieces of this data science stack, but only with the Python Data Science Handbook do you get them all-IPython, NumPy, Pandas, Matplotlib, Scikit-Learn, and other related tools.Working scientists and data crunchers familiar with reading and writing Python code will find this comprehensive desk reference ideal for tackling day-to-day issues: manipulating, transforming, and cleaning data; visualizing different types of data; and using data to build statistical or machine learning models. Quite simply, this is the must-have reference for scientific computing in Python.With this handbook, you...ll learn how to use:IPython and Jupyter: provide computational environments for data scientists using PythonNumPy: includes the ndarray for efficient storage and manipulation of dense data arrays in PythonPandas: features the DataFrame for efficient storage and manipulation of labeled/columnar data in PythonMatplotlib: includes capabilities for a flexible range of data visualizations in PythonScikit-Learn: for efficient and clean Python implementations of the most important and established machine learning algorithms
DOWNLOAD:
https://k2s.cc/file/fe5ffaa151e2f/J...a_with_Python._Advanced_Techniques...2024.rar
https://ddownload.com/94cmy6496bmc/...a_with_Python._Advanced_Techniques...2024.rar
For many researchers, Python is a first-class tool mainly because of its libraries for storing, manipulating, and gaining insight from data. Several resources exist for individual pieces of this data science stack, but only with the Python Data Science Handbook do you get them all-IPython, NumPy, Pandas, Matplotlib, Scikit-Learn, and other related tools.Working scientists and data crunchers familiar with reading and writing Python code will find this comprehensive desk reference ideal for tackling day-to-day issues: manipulating, transforming, and cleaning data; visualizing different types of data; and using data to build statistical or machine learning models. Quite simply, this is the must-have reference for scientific computing in Python.With this handbook, you...ll learn how to use:IPython and Jupyter: provide computational environments for data scientists using PythonNumPy: includes the ndarray for efficient storage and manipulation of dense data arrays in PythonPandas: features the DataFrame for efficient storage and manipulation of labeled/columnar data in PythonMatplotlib: includes capabilities for a flexible range of data visualizations in PythonScikit-Learn: for efficient and clean Python implementations of the most important and established machine learning algorithms
DOWNLOAD:
https://k2s.cc/file/fe5ffaa151e2f/J...a_with_Python._Advanced_Techniques...2024.rar
https://ddownload.com/94cmy6496bmc/...a_with_Python._Advanced_Techniques...2024.rar
Feel free to post your Joshi A Tackling Imbalanced Data with Python Advanced Techniques 2024 Free Download, torrent, subtitles, free download, quality, NFO, Dangerous Joshi A Tackling Imbalanced Data with Python Advanced Techniques 2024 Torrent Download, free premium downloads movie, game, mp3 download, crack, serial, keygen.