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Introduction to Machine Learning with Python
Many Python developers are curious about what machine learning is and how it can be concretely applied to solve issues faced in businesses handling medium to large amount of data. Machine Learning with Python teaches you the basics of machine learning and provides a thorough hands-on understanding of the subject.You'll learn important machine learning concepts and algorithms, when to use them, and how to use them. The book will cover a machine learning workflow: data preprocessing and working with data, training algorithms, evaluating results, and implementing those algorithms into a production-level system.
Hybrid Eyes
Hybrid Eyes - Reflections of an African in Europe is a moving and insightful account of the experiences of a young Sierra Leonean graduate who achieves his dream of going to Europe for further studies. As he encounters people and institutions, his idealistic expectations of German society soon give way to the harsh realities of discrimination and other disadvantages foreigners, especially black Africans, face in their host country. But not all Germans discriminate against blacks and blame the problems of their country on foreigners. Hybrid Eyesis compelling reading for everyone. It is a story that young people who aspire to study in Europe should read to help them prepare for adjustment to the demands of their prospective foreign environment. It is also a sound warning to those who wish to explore the greener pastures of Europe that the grass is not as green as they think, or are made to believe. Written in simple, straightforward English, and neatly structured in interwoven episodes, Hybrid Eyes is also highly recommended for schools.
Biophotonics
An account of a three-year research program funded by the German government, in which physicists and physical chemists set off together with biologists and physicians to develop new techniques for medical and biological problems and ended up with sophisticated scientific solutions and innovative equipment, partly ready for the market. It not only includes a concise description of the new discoveries but also offers also an introduction to the various fields within optics.
Music and German National Identity
Concert halls all over the world feature mostly the works of German and Austrian composers as their standard repertoire: composers like the three "Bs" of classical music, Bach, Beethoven, and Brahms, all of whom are German. Over the past three centuries, many supporters of German music have even nurtured the notion that the German-speaking world possesses a peculiar strength in the cultivation of music. This book brings together seventeen contributors from the fields of musicology, ethnomusicology, history, and German literature to explore these questions: how music came to be associated with German identity, when and how Germans came to be regarded as the "people of music," and how music ca...
HCI in Business, Government and Organizations
This two-volume set of HCIBGO 2024 constitutes the refereed proceedings of the 11h International Conference on HCI in Business, Government and Organizations, held as part of the 26th International Conference, HCI International 2024, which took place in from June 29 - July 4, 2024 in Washington DC, USA. Two volumes of the HCII 2024 proceedings are dedicated to this year’s edition of the HCIBGO conference. The first covers topics related to Digital Commerce and Marketing, Artificial Intelligence in Business, and Workplace, Well-being and Productivity. The second focuses on topics related to Teleworking and Virtual Collaboration, and Improving User Experience and Service Efficiency.
Advances in Data Mining. Applications and Theoretical Aspects
This volume comprises the proceedings of the Industrial Conference on Data Mining (ICDM 2009) held in Leipzig (www.data-mining-forum.de). For this edition the Program Committee received 130 submissions. After the pe- review process, we accepted 32 high-quality papers for oral presentation that are included in this book. The topics range from theoretical aspects of data mining to app- cations of data mining, such as on multimedia data, in marketing, finance and telec- munication, in medicine and agriculture, and in process control, industry and society. Ten papers were selected for poster presentations that are published in the ICDM Poster Proceedings Volume by ibai-publishing (www.ibai-publi...
Impossibility in Modern Private Law
This book provides an analysis of the treatment of impossibility in modern private law. The author explains the regulation of impossibility in German, Swiss and Turkish laws with a comparative analysis of the subject under (i) the United Nations Convention on International Sale of Goods (CISG), (ii) UNIDROIT Principles of International Commercial Contracts (PICC), (iii) Principles of European Contract Law (PECL also known as the Lando-Principles), (iv) Draft Common Frame of Reference (DCFR) and (iv) Common European Sales Law (CESL).
Empirical Views on European Gambling Law and Addiction
This book analyses the voluminous and meandering case law on gambling of the Court of Justice from an empirical perspective. It offers a comprehensive overview of the legal situation of gambling services in the EU Single Market. Additionally, the book presents the current state of research on gambling addiction. It then seeks to answer the central research question as to what extent the views of the Court of Justice on gambling find support in empirical evidence. The Court of Justice granted exceptionally wide discretion to the Member States due to a so-called ‘peculiar nature’ of games of chance. With the margin of appreciation having played a key role, the book inquires whether the Cou...
