A Hands-On Introduction to Essential Python Libraries and Frameworks
- Length: 173 pages
- Edition: 1
- Language: English
- Publisher: Independently published
- Publication Date: 2023-03-03
- ISBN-10: B0BW2MGYG4
- ISBN-13: 9798385699681
- Sales Rank: #1618134 (See Top 100 Books)
Description
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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