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Modeling and crunching datasets in Python This is a hands on guide with practical case studies of data analysis problems effectively You will learn pandas NumPy IPython and Jupiter in the Process Target Users Target Users The book is designed for a variety of target audiences The most suitable users would include Beginners who want to approach data science but are too afraid of complex math to startNewbies in computer science techniues and data scienceProfessionals in data science and social sciencesProfessors lecturers or tutors who are looking to find better ways to explain the content to their students in the simplest and easiest wayStudents and academicians especially those focusing on data scienceWhat s Inside This Book Part Data Science Fundamentals Concepts and Algorithms IntroductionStatisticsProbabilityBayes Theorem and Nave Bayes AlgorithmAsking the Right uestionData AcuisitionData PreparationData ExplorationData ModellingData PresentationSupervised Learning AlgorithmsUnsupervised Learning AlgorithmsSemi supervised Learning Algo.

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Data Science from Scratch with Python: Step-by-Step Guide

RithmsReinforcement Learning AlgorithmsOverfitting and UnderfittingCorrectnessThe Bias Variance Trade offFeature Extraction and Selection Part Data Science in Practice Overview of Python Programming LanguagePython Data Science ToolsJupyter NotebookNumerical Python Numpy PandasScientific Python Scipy MatplotlibScikit LearnK Nearest NeighborsNaive BayesSimple and Multiple Linear RegressionLogistic RegressionGLM modelsDecision Trees and Random forestPerceptronsBackpropagationClusteringNatural Language Processing Freuently Asked uestions Does this book include everything I need to become a data science expert A Unfortunately no This book is designed for readers taking their first steps in data science and machine learning using Python and further learning will be reuired beyond this book to master all aspects Can I have a refund if this book doesn t fit for me A Yesrefund you if you aren t satisfied forinformation about therefund service please go to thehelp platform We will also be happy to help you if you send us an email at contact aiscienc.

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BUY NOW will soon return to MONEY BACK GUARANTEE BYSee Below FA Free eBook for customers who purchase the print book from Are you thinking of learning data science from scratch using Python For Beginners If you are looking for a complete step by step guide to data science using Python from scratch this book is for you After his great success with his first book Data Analysis from Scratch with Python Peters Morgan publishes his second book focusing now in data science and machine learning It is considered by practitioners as the easiest guide ever written in this domain From AI Sciences Publisher Our books may be the best one for beginners it s a step by step guide for any person who wants to start learning Artificial Intelligence and Data Science from scratch To get the most out of the concepts that would be covered readers are advised to adopt a hands on approach which would lead to better mental representationsStep By Step Guide and Visual Illustrations and Examples The Book give complete instructions for manipulating processing cleaning.