In today’s finance industry, data-driven decision-making is essential. Financial Data Science with Python: An Integrated Approach to Analysis, Modeling, and Machine Learning bridges the gap between traditional finance and modern data science, offering a comprehensive guide for students, analysts, and professionals.This book equips readers with the tools to analyze complex financial data, build predictive models, and apply machine learning techniques to rea...

Exploring multimodality in English language teaching textbooks, this book focusses on how language and image are co-deployed within these resources in order to create and convey interpersonal meaning. Presenting cutting-edge research in appraisal studies and multimodal discourse analysis, Yumin Chen uses systemic functional linguistics and social semiotics to investigate how different voices are introduced and aligned inter-modally in textbooks, extending the appraisal systems of engagemen...

This book addresses important advances in diverse quantization phenomena. Theory of Magnetoelectric Properties of 2D Systems develops the generalized tight-binding model in order to comprehend the rich quantization phenomena in 2D materials. The unusual effects, taken into consideration simultaneously, mainly come from the multi-orbital hybridization, the spin-orbital coupling, the intralayer and interlayer atomic interactions, the layer number, the stacking configuration, the sit...

This book is the textbook that I used to train church workers in China, so it may be more relevant to domestic workers. I have also used this book to train new deacons in our church, and the results were quite good. The principle of this book is that only a truly born-again and saved Christian can be a true co-worker of God, and he or she must be clear that God has called him twice. He or she must also be a good brother or sister and a good servant in the church in order to be a church lea...

Written to hook a browsing reader in the first two lines — the only part visible before "Read more" — while giving an honest sense of the book's scope and voice.What does it actually look like to follow Christ through the hardest, most contested questions of ordinary life — marriage, money, war, work, sickness, death, and everything in between? Outline of Christian Ethics doesn't hand you easy answers. It hands you the questions themselves, framed the way real people ask them, ...

This ground-breaking book examines the multifaceted dynamics between copyright law and music borrowing within a rich diversity of music genres from across the world. It evaluates how copyright laws under different generic conventions may influence, or are influenced by, time-honoured creative borrowing practices.Leading experts from around the world scrutinise a carefully selected range of musical genres, including pop, hip-hop, jazz, blues, electronic and dance mu...

Advancement of plant tissue culture, or micropropagation, breeding, genetics and genomics have contributed to mass production of propagules, creating novel hybrids or cultivars, as well as modern tools for improving the molecular breeding efficiency of important crop plants, including ornamentals. This book covers these areas in relation to ornamental plants to fulfil the needs of students and researchers, in addition to commercial vendors. Ornamental biotechnology enables the mass product...

In a historical moment when cross-cultural communication proves both necessary and difficult, the work of comparative philosophy is timely. Philosophical resources for building a shared future marked by vitality and collaborative meaning-making are in high demand. Taking note of the present global philosophical situation, this collection of essays critically engages the scholarship of Roger T. Ames, who for decades has had a central role in the evolution of comparative and nonwestern philo...

This Covenant experience will guide participants in a comprehensive, in-depth study of the Bible over twenty-four weeks. Unlike the learning participants may have experienced in other groups, this in-depth study of the whole Bible emphasizes the biblical concept of covenant as a unifying pattern through all the books in the Old and New Testaments. It underscores the unique relationship that God chooses to have with us as God’s people. This relationship is grounded in the faithfuln...

Reviews latest research on crop physiology and genetic diversityDetailed coverage of key advances in breeding and their application to produce more resilient drought, salt and cold-tolerant varieties of soybeanSummarises good agricultural practices to optimise crop cultivation and make it more sustainable

Provides a comprehensive overview of the wealth of research on analysing, understanding and optimising the nutraceutical properties of fruit and vegetables, focussing primarily on phytochemicals/phytochemical compoundsReviews the current research on mechanisms of action and the potential role of key phytochemical compounds, such as antioxidants and flavonoids, in preventing the onset of chronic diseasesExplores current advances in understanding and improving the n...

As the U.S. population grows more and more diverse, how can professionals who work with young children and families deliver the best services while honoring different customs, beliefs, and values? The answers are in the fourth edition of this bestselling textbook, fully revised to reflect nearly a decade of population changes and best practices in culturally competent service delivery.The gold-standard text on cross-cultural competence, this book has been widely adopted by college ...