This practical textbook offers a hands-on introduction to big data analytics, helping you to develop the skills required to hit the ground running as a data professional. It complements theoretical foundations with an emphasis on the application of big data analytics, illustrated by real-life examples and datasets. Containing comprehensive coverage of all the key topics in this area, this book uses open-source technologies and examples in Python and Apache Spark. Learning features include: - Ethics by Design encourages you to consider data ethics at every stage. - Industry Insights facilitate a deeper understanding of the link between what you are studying and how it is applied in industry. - Datasets, questions, and exercises giveyou the opportunity to apply your learning. Dr Funmi Obembe is the Head of Technology at the Faculty of Arts, Science and Technology, University of Northampton. Dr Ofer Engel is a Data Scientist at the University of Groningen.
This practical textbook offers a hands-on introduction to big data analytics, helping you to develop the skills required to hit the ground running as a data professional. It complements theoretical foundations with an emphasis on the application of big data analytics, illustrated by real-life examples and datasets. Containing comprehensive coverage of all the key topics in this area, this book uses open-source technologies and examples in Python and Apache Spark. Learning features include: - Ethics by Design encourages you to consider data ethics at every stage. - Industry Insights facilitate a deeper understanding of the link between what you are studying and how it is applied in industry. - Datasets, questions, and exercises giveyou the opportunity to apply your learning. Dr Funmi Obembe is the Head of Technology at the Faculty of Arts, Science and Technology, University of Northampton. Dr Ofer Engel is a Data Scientist at the University of Groningen.
Essays & Bibliographic Sources on Research Design and Methods
A Handbook for Social Science Field Research: Essays & Bibliographic Sources on Research Design and Methods provides both novice and experienced scholars with valuable insights to a select list of critical texts pertaining to a wide array of social science methods useful when doing fieldwork. Through essays on ethnography to case study, archival research, oral history, surveys, secondary data analysis, and ethics, this refreshing new collection offers "tales from the field" by renowned scholars across various disciplines. Key Features: Offers real life guidance: Personal "tales from the field" by renowned social science scholars exemplify how fieldwork requires adaptation, adoption, and flexibility with regards to methodological approaches. In addition, thoughtful commentaries on how to conduct research and pursue a research career in the social sciences offer guidance on making difficult research and career choices. Highlights vital bibliographic references: Bibliographies of critical texts help guide researchers as they broaden their methodological approaches and develop their research skills. This is not your ordinary reference list, but a compilation of the top classics and current, but soon-to-be classics, in the field of social science research. Addresses ethical concerns: Discussions of ethical concerns are presented throughout the collection, as well as a stand-alone essay on ethical considerations in field-based research. Explicit attention throughout the collection to ethical concerns is rare among methodology texts, but required as field work becomes more complex and concerns about human subjects' safety grow. Intended Audience: Ideal for advanced undergraduate and graduate social science methods courses, where there is a growing demand for multiple methods or mixed methods training; as well as a perfect, lightweight handbook for all researchers and professionals interested in having a comprehensive collection of bibliographic information for social science research
A Guide to Study Skills and Careers in Criminal Justice and Public Security is the ultimate how-to resource for success in the study of criminal justice. Renowned author Frank Schmalleger, who has over 40 years of field experience, has teamed up with researcher and educator Catherine D. Marcum to introduce students to the field of criminal justice, break down its many components, and describe a variety of employment opportunities available to criminal justice graduates. Students will learn how to effectively approach the study of criminal justice; communicate successfully with professors, peers, and potential employers; choose classes that will assist with career goals; develop good study habits and critical thinking skills; and write effectively in criminal justice. Additionally, as their academic careers advance, students will gain insights into how to best prepare for successful careers.
A Guide to Sociological Thinking is designed to increase students' cognitive learning. It draws upon the insights of a number of educational initiatives - critical, creative and reflective thinking. Its objectives are to guide students to the mastery of cognitive habits and skills, to increase students' appreciation and enthusiasm for the field of sociology by presenting it not just as a collection of established facts but as a continuing search for new insights. The book will serve as an excellent supplement to introductory sociology courses.
Geared toward social and behavioural statistics students, especially those with no background in computer science, this handy guide contains basic information on statistics in the R language.
A Guide to Qualitative Field Research provides readers with clear, practical, and specific instructions for conducting qualitative research in the field. In the expanded Third Edition, Carol A. Bailey gives increased attention to the early and last stages of field research, often the most difficult: selecting a topic, deciding upon the purpose of your research, and writing the final paper, all in her signature reader-friendly writing style.
*Shortlisted in the Management and Leadership Textbook Category at CMI Management Book of the Year Awards 2017* Are you undertaking (or thinking of doing) a Doctor of Business Administration (DBA) or other professional doctorate (PD) in business and management? Or perhaps you're supervising and delivering one of these programmes? This is your complete - and practical - guide to succeeding on this course. A Guide to Professional Doctorates in Business and Management has been written by a team of experts with experience of the challenges faced in both studying for and supervising professional doctorates in business and management. Inside they address the key issues faced, in particular how these courses differ from a traditional PhD, and the different skills and approach needed for success. Chapters explore the nature and importance of PDs as leading change in the professional world of practice, and how they need to differ from traditional forms of doctorate such as PhDs. The guide also offers practical guidance on researching in this particular mode, and through writing and publishing a thesis, making a valuable contribution to professional knowledge.
This practical guide is designed for students undertaking professional doctorates in business and management including DBAs, and addresses a number of key issues faced by supervisors and students, in particular, how they differ from a PhD and the different skills and approach required to succeed.
