Updated: Jun 21, 2023
Solution Kit Data Analysis is a process for obtaining raw data and subsequently converting it into information useful for decision-making by users. The need for analyzing data to utilize it in different application areas has been in great demand. This kit has been curated with ✅ Easy to use open source repos to get you started ✅ popular and easy to use Data Analysis specific libraries ✅ Collection of Data Analysis resources - blogs, books, tutorials, and more ✅ Example program on Data Analysis in Jupyter (Recording of the training session provided)
Pandas for Data Analysis
Pandas adds data structures and tools designed to work with table-like data (in the form of Series and Data Frames)
pandasby pandas-dev
38689 Version:v2.0.2Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
pandasby pandas-dev
Python 38689 Version:v2.0.2 License: Permissive (BSD-3-Clause)
Learn-Pandasby tdpetrou
1076 Version:CurrentTutorials on how to use pandas effectively to do data analysis
Learn-Pandasby tdpetrou
Jupyter Notebook 1076 Version:Current License: Permissive (BSD-3-Clause)
pandas-cookbookby jvns
6150 Version:Current
License: No License (null)Recipes for using Python's pandas library
pandas-cookbookby jvns
Jupyter Notebook 6150 Version:Current License: No License
pandas-datareaderby pydata
2648 Version:v0.10.0Extract data from a wide range of Internet sources into a pandas DataFrame.
pandas-datareaderby pydata
Python 2648 Version:v0.10.0 License: Others (Non-SPDX)
pycon-pandas-tutorialby brandon-rhodes
987 Version:CurrentPyCon 2015 Pandas tutorial materials
pycon-pandas-tutorialby brandon-rhodes
Jupyter Notebook 987 Version:Current License: Permissive (MIT)
Python Libraries for Mathematical Computations
NumPy allows to easily perform advanced mathematical and statistical operations on multidimensional arrays and matrices.
numpyby numpy
23755 Version:v1.25.0rc1The fundamental package for scientific computing with Python.
numpyby numpy
Python 23755 Version:v1.25.0rc1 License: Permissive (BSD-3-Clause)
NumPyby KeithGalli
594 Version:Current License: No License (null)Jupyter Notebook & Data Associated with my Tutorial video on the Python NumPy Library
NumPyby KeithGalli
Jupyter Notebook 594 Version:Current License: No License
from-python-to-numpyby rougier
1915 Version:1.1An open-access book on numpy vectorization techniques, Nicolas P. Rougier, 2017
from-python-to-numpyby rougier
Python 1915 Version:1.1 License: Others (Non-SPDX)
PythonDataScienceHandbookby jakevdp
38656 Version:CurrentPython Data Science Handbook: full text in Jupyter Notebooks
PythonDataScienceHandbookby jakevdp
Jupyter Notebook 38656 Version:Current License: Permissive (MIT)
numpy-tutorialby rougier
371 Version:1.0 License: No License (null)Numpy beginner tutorial
kotlin-numpyby Kotlin
252 Version:CurrentKotlin bindings for NumPy
kotlin-numpyby Kotlin
Kotlin 252 Version:Current License: Permissive (Apache-2.0)
Kit Solution source Link
Here's a project with the installer, source code, and step-by-step tutorial that you can build in under 30 mins. Example project on Weight Conversion in python Link for getting started with Python Kit Basics of Python Programming
<iframe width="560" height="315" src="https://www.youtube.com/embed/9Sq_7Gj-PxE" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></iframe>
Build AI Model for Breast Cancer Prediction - YouTube