Getting Data Science Done outlines the essential stages in running successful data science projects-providing comprehensive guidelines to help you identify potential issues and then a range of strategies for mitigating them. Data science is a field that synthesizes statistics, computer science and business analytics to deliver results that can impact almost any type of process or organization. Data science is also an evolving technical discipline, whose practice is full of pitfalls and potential problems for managers, stakeholders and practitioners. Many organizations struggle to consistently deliver results with data science due to a wide range of issues, including knowledge barriers, problem framing, organizational change and integration with IT and engineering. Getting Data Science Done outlines the essential stages in running successful data science projects. The book provides comprehensive guidelines to help you identify potential issues and then a range of strategies for mitigating them. The book is organized as a sequential process allowing the reader to work their way through a project from an initial idea all the way to a deployed and integrated product.

This is an essential early Johnson biography, recovered from obscurity and reissued in celebration of the tercentenary of Johnson's birth. This is the first and only scholarly edition of Sir John Hawkins' Life of Samuel Johnson, LL.D., a work that has not been widely available in complete form for more than two hundred years. Published in 1787, some four years before James Boswell's biography of Johnson, ""Hawkins' Life"" complements, clarifies, and often corrects numerous aspects of Boswell's Life. Samuel Johnson (1709-84) is the most significant English writer of the second half of the eighteenth century; indeed, this period is widely known as the Age of Johnson. Hawkins was Johnson's friend and legal adviser and the chief executor of his will. He knew Johnson longer and in many respects better than other biographers, including Boswell, who made unacknowledged use of Hawkins' Life and helped orchestrate the critical attacks that consigned the book to obscurity. Sir John Hawkins had special insight into Johnson's mental states at various points in his life, his early days in London, his association with the ""Gentleman's Magazine"", and his political views and writings. Hawkins' use of historical and cultural details, an uncommon literary device at the time, produced one of the earliest 'life and times' biographies in our language. O M Brack, Jr.'s introduction covers the history of the composition, publication, and reception of the Life and provides a context in which it should be read. Annotations address historical, literary, and linguistic uncertainties, and a full textual apparatus documents how Brack arrived at this definitive text of Hawkins' Life.

Dr Samuel Johnson (1709-84) is regarded as one of the outstanding figures of English literature, as a poet, essayist, moralist, critic, biographer, editor and lexicographer. This collected edition of his works - commissioned by the publisher within hours of Johnson's death, such was his celebrity - was published in 1787 in eleven volumes, edited by his literary executor, the musicologist Sir John Hawkins. Volume 2 contains the first part of his Lives of the Poets, his last major work. This was a commission to provide short accounts of over fifty poets of the seventeenth and eighteenth centuries, and set a new standard for English literary biography. Although not all of the subjects have been regarded as eminent by posterity, and Johnson was criticised for brusque treatment of well-connected courtier poets now largely forgotten, the work was a great success.

Dr Samuel Johnson (1709-84) is regarded as one of the outstanding figures of English literature, as a poet, essayist, moralist, critic, biographer, editor and lexicographer. This collected edition of his works - commissioned by the publisher within hours of Johnson's death, such was his celebrity - was published in 1787 in eleven volumes, edited by his literary executor, the musicologist Sir John Hawkins. Volume 5 contains the first part of The Rambler, the periodical published by Johnson twice a week between 1750 and 1752. Modelled on Addison's Spectator, the essays address a wide range of social, religious, political and literary themes, and are not exclusively by Johnson himself: there are contributions by others, particularly women writers such as Hester Chapone and Elizabeth Carter. The Rambler adopted an 'elevated' style, and topics range from criticism of the emerging novel genre to discussions of humanitarian issues such as prostitution and capital punishment.

Dr Samuel Johnson (1709-84) is regarded as one of the outstanding figures of English literature, as a poet, essayist, moralist, critic, biographer, editor and lexicographer. This collected edition of his works - commissioned by the publisher within hours of Johnson's death, such was his celebrity - was published in 1787 in eleven volumes, edited by his literary executor, the musicologist Sir John Hawkins. Volume 6 contains the second part of The Rambler, the periodical published by Johnson twice a week between 1750 and 1752. Modelled on Addison's Spectator, the essays address a wide range of social, religious, political and literary themes, and are not exclusively by Johnson himself: there are contributions by others, particularly women writers such as Hester Chapone and Elizabeth Carter. The Rambler adopted an 'elevated' style, and topics range from criticism of the emerging novel genre to discussions of humanitarian issues such as prostitution and capital punishment.

Dr Samuel Johnson (1709-84) is regarded as one of the outstanding figures of English literature, as a poet, essayist, moralist, critic, biographer, editor and lexicographer. This collected edition of his works - commissioned by the publisher within hours of Johnson's death, such was his celebrity - was published in 1787 in eleven volumes, edited by his literary executor, the musicologist Sir John Hawkins. Volume 9 includes The Adventurer, the sequel to The Rambler, partly written by Johnson, papers about the famous Dictionary and his edition of the works of Shakespeare, various critical pieces, and an account of the Harleian Library. It also includes prefaces to other works, including Dodsley's The Preceptor, and Rolt's Dictionary of Trade and Commerce. (According to Boswell, Johnson did not actually read the latter work before writing the preface to it.)