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by Murat Durmus (Author)
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
- SCIKIT-LEARN
- PYTORCH
- TENSORFLOW
- XGBOOST
- LIGHTGBM
- KERAS
- PYCARET
- MLFLOW
- KUBEFLOW
- ZENML
- SHAP
- LIME
- INTERPRETML
- SPACY
- NLTK
- TEXTBLOB
- CORENLP
- GENSIM
- REGEX
- OPENCV
- SCIKIT-IMAGE
- PILLOW
- MAHOTAS
- SIMPLEITK
- FLASK
- FASTAPI
- DJANGO
- DASH
- PYRAMID
- BEAUTIFULSOUP
- SCRAPY
- SELENIUM
MINDFUL AI
INSIDE ALAN TURING: QUOTES & CONTEMPLATIONS