Machine Learning for Financial Risk Management with Python

Second Language Research: Methodology and Design is a clear, comprehensive overview of cure issues in L2 research. Authored by well-known scholars in SLA and supported by a wealth of examples from actual studies and extensive pedagogical resources, this book first introduces students to the key topics and debates in L2 research. It then guides readers step-by step through the research process - from basic principles and collection methods through study design, and reporting - to the point of being able to conduct their own research from beginning to end.This book is an essential text for students and novice researchers of SLA, applied linguistics, and second and foreign language teaching. Key FeaturesA wealth of graphics, visuals and exercises in each chapter. "Time to think" and "Time to do" boxes within chaptersHelpful glossary and extensive author and subject indicesNew to This EditionSubstantially reorganized chaptersSignificantly expanded chapters on qualitative and mixed methodsS

This revised and updated tenth edition of the bestselling textbook Politics UK is an indispensable introduction to British politics. It provides a thorough and accessible overview of the institutions and processes of British government, an excellent grounding in British political history and an incisive introduction to the issues and challenges facing Britain today. This edition welcomes three brand new chapters - 'Elites in the United Kingdom', 'Gender and British politics' and 'UK Immigration policy in hostile environment' - alongside rigorously updated revised chapters.It delivers excellent coverage of contemporary events, with significant new material covering: the Johnson premiership and the national challenge of Covid-19, the end of the May premiership and the implementation of Brexit, the Labour Party's transition from Corbyn to Starmer, infrastructure and innovation, 'fake news', populism and nationalism, the UK's place in a post-Brexit world, climate change, social mobility an