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TABLE OF CONTENTS16 sections

Introduction to Data Science

01Introduction to Data Science 02Data Science Foundations And Professional Context 03Data Measurement And Information Quality 04Data Science Lifecycle And Problem Framing 05Data Acquisition Storage And Management 06Programming And Computational Tools 07Data Preparation And Feature Engineering 08Exploratory Data Analysis And Visualization 09Statistical Reasoning And Inference 10Predictive Modeling And Machine Learning 11Unsupervised Learning And Pattern Discovery 12Model Evaluation Interpretation And Reliability 13Data Communication Decision Support And Managerial Application...14Ethics Privacy Security And Data Governance 15Deployment Mlops And Emerging Directions 16Applied Data Science Project

Chapter 5

Programming And Computational Tools

PREVIOUS SECTIONData Acquisition Storage And Management UP NEXTData Preparation And Feature Engineering

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