This book introduces students with little or no prior programming experience to the art of computational problem solving using Python and various Python libraries, including numpy, matplotlib, random, pandas, and sklearn. It provides students with skills that will enable them to make productive use of computational techniques, including some of the tools and techniques of data science for using computation to model and interpret data as well as substantial material on machine learning.

The bo...

This short guide to modern error analysis is primarily intended to be used in undergraduate laboratories in the physical sciences. No prior knowledge of statistics is assumed. The necessary concepts are introduced where needed and illustrated graphically. The book emphasises the use of computers for error calculations and data fitting.

Benjamin Ho reveals the surprising importance of trust to how we understand our day-to-day economic lives. Starting with the earliest societies and proceeding through the evolution of the modern economy, he explores its role across an astonishing range of institutions and practices.

Should we financially reward children for good marks? Is it ethical to pay people to donate organs? What about hiring mercenaries to fight our wars, outsourcing inmates to for-profit prisons or selling citizenship? In this title, the author asks: Isn't there something wrong with a world in which everything is for sale?

Michael J. Sandel shows how a surer grasp of philosophy can help us to make sense of politics, morality, and our own convictions.

In one hundred lean and incisive statements, Douglas Rushkoff argues that we are essentially social creatures and that we achieve our greatest aspirations when we work together-not as individuals. Yet today society is threatened by a vast antihuman infrastructure that undermines our ability to connect. Money, once a means of exchange, is now a means of exploitation; education, conceived as a way to elevate the working class, has become another assembly line; and the internet has only further ...

Teach Like a Champion 3.0 is the long-awaited update to Doug Lemov's highly regarded guide to the craft of teaching. This book teaches you how to create a positive and productive classroom that encourages student engagement, trust, respect, accountability, and excellence. In this edition, you'll find new and updated teaching techniques, the latest evidence from cognitive science and culturally responsive teaching practices, and an expanded companion video collection.

Learn how to build studen...

This accessible guide to the major concepts in politics has now been revised and expanded to include over 60 international relations terms to take account of the increasing influence of globalization upon politics. Each concept is defined clearly and fully, and its significance for political understanding is explored.

Human Resource Management, 11th Edition, by Torrington, Hall, Taylor and Atkinson is praised for its comprehensive scope of topics, coverage of important HRM issues and succinctness. It is a great introduction to human resources for students pursuing undergraduate business and management courses, as well as those on CIPD accredited courses. Human resource management helps those aspiring to or working in HR or management roles.

The eleventh edition has been thoroughly updated with the economic...

A new edition of the ground-breaking undergraduate textbook on modern Standard English grammar, now reorganised to align fully with the award-winning reference work, The Cambridge Grammar of the English Language. This edition has been rewritten in an easy-to-read conversational style with a minimum of technical and theoretical terminology.