A Hands-On Introduction to Essential Python Libraries and Frameworks (With Code Samples)

Essential Python libraries and frameworks that every aspiring data scientist, ML engineer, and Python developer should know.

"Python is not just a language, it's a community where developers can learn, collaborate and create wonders."

~ Guido van Rossum (Creator of Python)

The following libraries and frameworks are covered in this book:

A BRIEF HISTORY OF PYTHON PROGRAMMING LANGUAGE

DATA SCIENCE
PANDAS
NUMPY
SEABORN
SCIPY
MATPLOTLIB
MACHINE LEARNING
SCIKIT-LEARN
PYTORCH
TENSORFLOW
XGBOOST
LIGHTGBM
KERAS
PYCARET
MLOPS
MLFLOW
KUBEFLOW
ZENML
EXPLAINABLE AI
SHAP
LIME
INTERPRETML
TEXT PROCESSING
SPACY
NLTK
TEXTBLOB
CORENLP
GENSIM
REGEX
IMAGE PROCESSING
OPENCV
SCIKIT-IMAGE
PILLOW
MAHOTAS
SIMPLEITK
WEB FRAMEWORK
FLASK
FASTAPI
DJANGO
DASH
PYRAMID
WEB SCRAPING
BEAUTIFULSOUP
SCRAPY
SELENIUM
A PRIMER TO THE 42 MOST COMMONLY USED MACHINE LEARNING ALGORITHMS (WITH CODE SAMPLES)
MINDFUL AI
INSIDE ALAN TURING: QUOTES & CONTEMPLATIONS