Taschenbuch. Zustand: Neu. Neuware -Emergent innovative financial technologies are profoundly changing the way in which we spend, move and manage our money, unlike ever before, and traditional retail banks are facing stiff competition. The global financial crisis in 2007¿2009 led to large losses, and even the collapse of a significant number of established banks shaking the trust of financial customers worldwide. The Digital Banking Revolution is an insightful look at how financial technology and the rapid rise of financial technology companies have brought welcome changes offering flexibility to the banking industry.The book offers a unique perspective on the consumerization of retail banking services. It delves into the many changes that financial innovations have brought about in banking, the main financial disruptors, the new era of 'banking on the go,' and financial innovations from countries around the world before concluding with a discussion on the future of banking including optimizing structures, new strategies for business outcomes, and human resources in the digital era.deGruyter Boston, Genthiner Straße 13, 10785 Berlin 138 pp. Englisch.
Taschenbuch. Zustand: Neu. Neuware -Big Data Analytics Methods unveils secrets to advanced analytics techniques ranging from machine learning, random forest classifiers, predictive modeling, cluster analysis, natural language processing (NLP), Kalman filtering and ensembles of models for optimal accuracy of analysis and prediction. More than 100 analytics techniques and methods provide big data professionals, business intelligence professionals and citizen data scientists insight on how to overcome challenges and avoid common pitfalls and traps in data analytics.The book offers solutions and tips on handling missing data, noisy and dirty data, error reduction and boosting signal to reduce noise. It discusses data visualization, prediction, optimization, artificial intelligence, regression analysis, the Cox hazard model and many analytics using case examples with applications in the healthcare, transportation, retail, telecommunication, consulting, manufacturing, energy and financial services industries. This book's state of the art treatment of advanced data analytics methods and important best practices will help readers succeed in data analytics.deGruyter Boston, Genthiner Straße 13, 10785 Berlin 254 pp. Englisch.