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