The PhD Experience in African Higher Education, edited by Ruth Murambadoro, John Mashayamombe, and uMbuso weNkosi, addresses the growing call to invest in the humanities and social sciences by exploring the nature of doctoral training in select institutions of higher learning in South Africa. In the past two decades, South Africa has become a key player in the global higher education landscape and dubbed the hub for doctoral training in Africa because of its developed educational infrastructure and highly ranked universities. Given South Africa’s positioning, the contributors in this volume argue that the government, donors, universities, and faculty have a socio-legal duty to ensure that doctoral programs in the humanities and social sciences are not offered to amass numbers of African graduates but are grounded on equipping students with both hard and soft skills necessary to succeed. This is achieved by offering skills training and research apprenticeships fostered in communities of practice because, as the contributors show, the humanities and social sciences are the backbone of society. Furthermore, they argue that treating doctoral candidates as equal partners is emancipatory because intellectual projects are best nurtured through collaborative learning.

“Compelling, essential reading for understanding the underpinnings of psychopathy.” — M. E. Thomas, author of Confessions of a Sociopath For his first fifty-eight years, James Fallon was by all appearances a normal guy. A successful neuroscientist and professor, he’d been raised in a loving family, married his high school sweetheart, and had three kids and lots of friends. Then he learned a shocking truth that would not only disrupt his personal and professional life, but would lead him to question the very nature of his own identity. While researching serial killers, he uncovered a pattern in their brain scans that helped explain their cold and violent behavior. Astonishingly, his own scan matched that pattern. And a few months later he learned that he was descended from a long line of murderers. Fallon set out to reconcile the truth about his own brain with everything he knew as a scientist about the mind, behavior, and personality.

This textbook is a guide to success during the PhD trajectory. The first part of this book takes the reader through all steps of the PhD trajectory, and the second part contains a unique glossary of terms and explanation relevant for PhD candidates. Written in the accessible language of the PhD Talk blogs, the book contains a great deal of practical advice for carrying out research, and presenting one’s work. It includes tips and advice from current and former PhD candidates, thus representing a broad range of opinions. The book includes exercises that help PhD candidates get their work kick-started. It covers all steps of a doctoral journey in STEM: getting started in a program, planning the work, the literature review, the research question, experimental work, writing, presenting, online tools, presenting at one’s first conference, writing the first journal paper, writing and defending the thesis, and the career after the PhD. Since a PhD trajectory is a deeply personal journey, this book suggests methods PhD candidates can try out, and teaches them how to figure out for themselves which proposed methods work for them, and how to find their own way of doing things.

Everything you ever need to know about making it as a scientist. Despite your graduate education, brainpower, and technical prowess, your career in scientific research is far from assured. Permanent positions are scarce, science survival is rarely part of formal graduate training, and a good mentor is hard to find. In A Ph.D. Is Not Enough!, physicist Peter J. Feibelman lays out a rational path to a fulfilling long-term research career. He offers sound advice on selecting a thesis or postdoctoral adviser; choosing among research jobs in academia, government laboratories, and industry; preparing for an employment interview; and defining a research program. The guidance offered in A Ph.D. Is Not Enough! will help you make your oral presentations more effective, your journal articles more compelling, and your grant proposals more successful. A classic guide for recent and soon-to-be graduates, A Ph.D. Is Not Enough! remains required reading for anyone on the threshold of a career in science. This new edition includes two new chapters and is revised and updated throughout to reflect how the revolution in electronic communication has transformed the field.

A “thought-provoking” look at the psychiatric profession, the overprescribing of pharmaceuticals, and the cost to patients’ health (Booklist). In an effort to enlighten a new generation about its growing reliance on psychiatry, this illuminating volume investigates why psychiatry has become the fastest-growing medical field in history; why psychiatric drugs are now more widely prescribed than ever before; and why psychiatry, without solid scientific justification, keeps expanding the number of mental disorders it believes to exist.This revealing volume shows that these issues can be explained by one startling fact: in recent decades psychiatry has become so motivated by power that it has put the pursuit of pharmaceutical riches above its patients'''' wellbeing. Readers will be shocked and dismayed to discover that psychiatry, in the name of helping others, has actually been helping itself.In a style reminiscent of Ben Goldacre''''s Bad Science and investigative in tone, James Davies reveals psychiatry’s hidden failings and how the field of study must change if it is to ever win back its patients'''' trust.

"A breakthrough in machine learning would be worth ten Microsofts." -Bill Gates Despite being one of the hottest disciplines in the Tech industry right now, Artificial Intelligence and Machine Learning remain a little elusive to most.The erratic availability of resources online makes it extremely challenging for us to delve deeper into these fields. Especially when gearing up for job interviews, most of us are at a loss due to the unavailability of a complete and uncondensed source of learning. Cracking the Machine Learning Interview Equips you with 225 of the best Machine Learning problems along with their solutions. Requires only a basic knowledge of fundamental mathematical and statistical concepts. Assists in learning the intricacies underlying Machine Learning concepts and algorithms suited to specific problems. Uniquely provides a manifold understanding of both statistical foundations and applied programming models for solving problems. Discusses key points and concrete tips for approaching real life system design problems and imparts the ability to apply them to your day to day work. This book covers all the major topics within Machine Learning which are frequently asked in the Interviews. These include: Supervised and Unsupervised Learning Classification and Regression Decision Trees Ensembles K-Nearest Neighbors Logistic Regression Support Vector Machines Neural Networks Regularization Clustering Dimensionality Reduction Feature Extraction Feature Engineering Model Evaluation Natural Language Processing Real life system design problems Mathematics and Statistics behind the Machine Learning Algorithms Various distributions and statistical tests This book can be used by students and professionals alike. It has been drafted in a way to benefit both, novices as well as individuals with substantial experience in Machine Learning. Following Cracking The Machine Learning Interview diligently would equip you to face any Machine Learning Interview.

You Must be Very Intelligent is the author’s account of studying for a PhD in a modern, successful university. Part-memoir and part-exposé, this book is highly entertaining and unusually revealing about the dubious morality and desperate behaviour which underpins competition in twenty-first century academia. This witty, warts-and-all account of Bodewits ́ years as a PhD student in the august University of Edinburgh is full of success and failure, passion and pathos, insight, farce and warm-hearted disillusionment. She describes a world of collaboration and backstabbing; nefarious financing and wasted genius; cosmopolitan dreamers and discoveries that might just change the world... Is this a smart people’s world or a drip can of weird species? Modern academia is certainly darker and stranger than one might suspect... This book will put a wry, knowing smile on the faces of former researchers. And it is a cautionary parable for innocents who still believe that lofty academia is erected upon moral high ground...