Python Data Science Handbook

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●NEW SECTION HIGHLIGHTS LEGAL AND ETHICAL ISSUES IN THE USE OF DATA AND ANALYTICS. Chapter 1 includes a new section that addresses common legal and ethical issues related to the use of data and analytics. This new legal and ethical section discusses recent data privacy laws as well as ethical issues that both practitioners and consumers of analytics models should consider.●PRACTICAL, RELEVANT PROBLEMS HELP STUDENTS MASTER CONCEPTS AND HANDS-ON SKILLS. Applications drawn from all functional business areas, including finance, marketing and operations, provide important practice at a variety of levels of difficulty. Time-saving data sets are available for most exercises and cases.●REVISED DATA MINING CHAPTERS OFFER CLEARER PRESENTATION OF CONCEPTS. The authors have reorganized and updated this edition's data mining chapters to ensure students thoroughly understand the presentation. The descriptive data mining chapter (Ch. 5) now appears after the probability chapter so that the data minin

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INTRODUCTION TO FOOD SCIENCE AND FOOD SYSTEMS, 2nd Edition explores the foundations of the food industry, from nutrition and chemistry to processing and safety, and delves into some of the most pressi

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The highly respected DIVERSIFIED HEALTH OCCUPATIONS is now DHO HEALTH SCIENCE UPDATED. The Eighth Edition of this trusted text continues to provide an all-in-one resource for introductory coursework i

With an emphasis on critical reasoning and problem-solving skills, AN INTRODUCTION TO PHYSICAL SCIENCE, Hybrid Fourteenth Edition, presents the fundamental concepts of the five divisions of physical s

Survey research is a widely used data collection method that involves asking people questions and using their answers as information. Such data can then be used to understand individuals' views in a v

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Examine today's field of changing health behaviors as INTRODUCTION TO HEALTH PROMOTION & BEHAVIORAL SCIENCE IN PUBLIC HEALTH answers practical questions, such as "how do you convince people to sto

Helps readers to create effective science learning experiences for primary students by using a constructivist approach to learning. Introductory chapters explain the principles of constructivism and t

Table of Contents: 1. Data and Distributions 2. Numerical Summary Measures 3. Bivariate and Multivariate Data 4. Obtaining Data 5. Probability and Sampling Distributions 6. Quality and Reliability 7. Estimation and Statistical Intervals 8. Testing Statistical Hypotheses 9. The Analysis of Variance 10. Experimental Design 11. Inferential Methods in Regression and Correlation

Open CHEMISTRY: THE MOLECULAR SCIENCE, Fifth Edition and take a journey into the beautiful domain of chemistry, a fascinating and powerfully enabling experience! This easy-to-read text gives learners

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WHY POLITICS MATTERS: AN INTRODUCTION TO POLITICAL SCIENCE is a full-color, accessible introduction to Political Science. WHY POLITICS MATTERS follows a foundational approach to learning and gives rea

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