A Hands-On Introduction to Essential Python Libraries and Frameworks (With Code Samples)
A Hands-On Introduction to Essential Python Libraries and Frameworks (With Code Samples) by Murat Durmus
English | ISBN: N/A | ASIN: B0BXDFFBQD | PDF | 1.28 Mb
English | ISBN: N/A | ASIN: B0BXDFFBQD | PDF | 1.28 Mb
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
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