Om 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 SCIENCEPANDASNUMPYSEABORNSCIPYMATPLOTLIBMACHINE LEARNINGSCIKIT-LEARNPYTORCHTENSORFLOWXGBOOSTLIGHTGBMKERASPYCARETMLOPSMLFLOWKUBEFLOWZENMLEXPLAINABLE AISHAPLIMEINTERPRETMLTEXT PROCESSINGSPACYNLTKTEXTBLOBCORENLPGENSIMREGEXIMAGE PROCESSINGOPENCVSCIKIT-IMAGEPILLOWMAHOTASSIMPLEITKWEB FRAMEWORKFLASKFASTAPIDJANGODASHPYRAMIDWEB SCRAPINGBEAUTIFULSOUPSCRAPYSELENIUMA PRIMER TO THE 42 MOST COMMONLY USED MACHINE LEARNING ALGORITHMS (WITH CODE SAMPLES)
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INSIDE ALAN TURING: QUOTES & CONTEMPLATIONS
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