Unleash the power of Python and its robust data science capabilitiesKey FeaturesUnleash the power of Python 3 objectsLearn to use powerful Python libraries for effective data processing and analysisHarness the power of Python to analyze data and create insightful predictive modelsUnlock deeper insights into machine learning with this vital guide to cutting-edge predictive analyticsBook DescriptionThe Python: Real-Wor...

Key FeaturesBook DescriptionIf you are a programmer who wants to get started with data mining, then this book is for you.What you will learnApply data mining concepts to realworld problemsPredict the outcome of sports matches based on past resultsDetermine the author of a document based on their writing styleUse APIs to download datasets from social media and other online servicesFind and extract goo...

Harness the power of Python to develop data mining applications, analyze data, delve into machine learning, explore object detection using Deep Neural Networks, and create insightful predictive models.Key FeaturesUse a wide variety of Python libraries for practical data mining purposes.Learn how to find, manipulate, analyze, and visualize data using Python.Step-by-step instructions on data mining techniques with Python that have real-world appl...

INDEPENDENT BOOKS OF THE YEARThis completely new edition of the Penguin Guide reviews the 1000 best classical albums issued and reissued over the past five decades, many of which dominate the catalogue because of their sheer excellence, irrespective of recording dates. More comprehensive than ever before, it indicates key recordings on CD, DVD and enhanced SACD, including those in surround sound. If you want the finest available version of any major classi...

A series of biographies of the great composers which present the subjects against the social background of their times. This volume focuses on Grieg and draws on personal letters and recollections, engravings, paintings and - where they exist - photographs, to build up a complete picture of the composer’s life.

Erik Tawaststjerna embarked on his monumental and acclaimed study of Jean Sibelius's life and music in 1960 and it occupied him for over a quarter of a century. His study differs from other work on the composer in one important respect: he had unrestricted access to the composer's papers, diaries and letters as well as the advantage of numerous conversations with the composer's widow and other members of the family. Thus his researches can justifiably claim to have thrown entirely fresh li...

Over the last thirty years issues of culture, identity and meaning have moved out of the academic sphere to become central to politics and society at all levels from the local to the global. Archaeology has been at the forefront of these moves towards a greater engagement with the non-academic world, often in an extremely practical and direct way, for example in the disputes about the repatriation of human burials. Such disputes have been central to the recognition that previously marginal...

The Archaeology and Anthropology of Landscape contributes to the development of theory in archaeology and anthropology, provides new and varied case studies of landscape and environment from five continents, and raises important policy issues concerning development and the management of heritage.

Algorithms for Automating Open Source Intelligence (OSINT) presents information on the gathering of information and extraction of actionable intelligence from openly available sources, including news broadcasts, public repositories, and more recently, social media. As OSINT has applications in crime fighting, state-based intelligence, and social research, this book provides recent advances in text mining, web crawling, and other algorithms that have led to advances in methods that can larg...

Erik Tawaststjerna embarked on his monumental and acclaimed study of Jean Sibelius's life and music in 1960 and it occupied him for over a quarter of a century. His study differs from other work on the composer in one important respect: he had unrestricted access to the composer's papers, diaries and letters as well as the advantage of numerous conversations with the composer's widow and other members of the family. Thus his researches can justifiably claim to have thrown entirely fresh li...

A series of biographies of the great composers which present the subjects against the social background of their times. This volume focuses on Grieg and draws on personal letters and recollections, engravings, paintings and - where they exist - photographs, to build up a complete picture of the composer’s life.

Erik Tawaststjerna embarked on his authoritative study of Sibelius in 1960, and it occupied him for over a quarter of a century. His book differs from other work on the composer in one important respect: he had unrestricted access to the composer's papers, diaries and letters as well as the advantage of numerous conversations with the composer's widow and other members of the family. Thus his researches can justifiably claim to have thrown entirely fresh light on the great Finnish composer...