کتاب مقدمه‌ای کاربردی بر کتابخانه‌ها و چارچوب‌های ضروری پایتون (به همراه نمونه کد)

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