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Machine Learning Refined
  • Language: en
  • Pages: 597

Machine Learning Refined

An intuitive approach to machine learning covering key concepts, real-world applications, and practical Python coding exercises.

Machine Learning Refined
  • Language: en
  • Pages: 598

Machine Learning Refined

  • Type: Book
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  • Published: 2020-01-29
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  • Publisher: Unknown

An intuitive approach to machine learning covering key concepts, real-world applications, and practical Python coding exercises.

Educating Service Children
  • Language: en
  • Pages: 188

Educating Service Children

Frequent moves are a feature of Service life, and mobility can have a detrimental impact on children's emotional well-being and their educational attainment. The Committee's report examines issues relating to the education of the children of armed forces service personnel, including Service schools overseas and the performance of the Ministry of Defence's agency, Service Children's Education (SCE), which is responsible for providing these schools, as well as issues affecting Service children in UK state-maintained and independent sector day and boarding schools. The Committee concludes that Service personnel deserve assurance that their children's education will not suffer because of their p...

Deep Learning from Scratch
  • Language: en
  • Pages: 253

Deep Learning from Scratch

With the resurgence of neural networks in the 2010s, deep learning has become essential for machine learning practitioners and even many software engineers. This book provides a comprehensive introduction for data scientists and software engineers with machine learning experience. You’ll start with deep learning basics and move quickly to the details of important advanced architectures, implementing everything from scratch along the way. Author Seth Weidman shows you how neural networks work using a first principles approach. You’ll learn how to apply multilayer neural networks, convolutional neural networks, and recurrent neural networks from the ground up. With a thorough understanding...

My Conscience
  • Language: en
  • Pages: 271

My Conscience

Since gaining its independence from British colonial rule in 1948, Burma's history has been cursed. The military raped the resource-rich country for fifty years and drove its people to penury. Activists who advocated for democracy were imprisoned, tortured, and exiled. Civil society institutions were ground into oblivion. My Conscience: An Exile's Memoir of Burma is U Kyaw Win's compelling account of the bleeding of his homeland by the military. Born during the waning days of colonial rule, he experienced the brutality of Japanese occupation and the heady early days of independence. He studied abroad and acquired the skills that his country would need, but when the military seized power in 1...

International Law and the History of Resource Extraction in Africa
  • Language: en
  • Pages: 313

International Law and the History of Resource Extraction in Africa

This book investigates the historical economic and legal regimes that legitimated the resource extraction and exploitation of Africa between the 15th and 19th centuries and led to the continent’s trajectory of underdevelopment in the world system. The book interrogates the economic and legal structures that supported European intervention in Africa. It explores the trade and private property rights which were to shape the economic future of the continent, most notably the trade in human beings as legitimate private property by European powers. The book then looks at the techniques used to submerge African sovereignty under European sovereignty during the scramble for territorial control in the 19th century, concluding with the validation of occupation in international law following the 1884-85 Berlin Conference. The book argues that the doctrines of trade and property rights sanctioned by international law led to a trend of African dispossession that set the continent on a path to underdevelopment, with long-reaching consequences. This book will be of interest to researchers and students across law, history, economics, international relations, and African studies.

High School Confidential
  • Language: en
  • Pages: 590

High School Confidential

It's spring semester at Mirador High in Southern California, and twenty-four-year-old Jeremy Iversen is going deep undercover to deliver the real deal about the dull classes and fast times of American teens today. Trading in his suit and tie for jeans and skater shoes, Iversen posed as a senior transfer student. He took six classes five days a week, dissected a cat, got sent to detention, hung out at the mall, signed yearbooks, and graduated in cap and gown. He infiltrated the homes of his teenage friends, met their parents, and went to their parties. For one entire semester, he led the life of a modern-day high school student -- and lived to tell all about it. Going way beyond the usual cli...

Data Analytics for Business
  • Language: en
  • Pages: 283

Data Analytics for Business

We are drowning in data but are starved for knowledge. Data Analytics is the discipline of extracting actionable insights by structuring, processing, analysing and visualising data using methods and software tools. Hence, we gain knowledge by understanding the data. A roadmap to achieve this is encapsulated in the knowledge discovery in databases (KDD) process. Databases help us store data in a structured way. The structure query language (SQL) allows us to gain first insights about business opportunities. Visualising the data using business intelligence tools and data science languages deepens our understanding of the key performance indicators and business characteristics. This can be used...

Reel Women
  • Language: en
  • Pages: 487

Reel Women

In the last several decades, the number of films featuring female protagonists has increased significantly. Many of these films reflect the vast cultural and sociological changes that have taken place since the early 1960s, highlighting not only a wide spectrum of female characters depicted onscreen, but the creative work of women behind the camera as well. In Reel Women: An International Directory of Contemporary Feature Films about Women, media librarian Jane Sloan has assembled an impressive list of more than 2400 films—from nearly 100 countries—that feature female protagonists. Each entry includes a brief description of the film and cites key artistic personnel, particularly female d...

For the Union and the Catholic Church
  • Language: en
  • Pages: 312

For the Union and the Catholic Church

  • Type: Book
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  • Published: 2015-06-24
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  • Publisher: McFarland

Four men joined the Catholic Church in the mid-1840s: a soldier, his bishop brother, a priest born a slave and an editor. For the next two decades they were in the thick of the battles of the era--Catholicism versus Know-Nothingism, slavery versus abolition, North versus South. Much has been written about the Catholic Church and about the Civil War. This book is the first in more than half a century to focus exclusively on the intersection of these two topics.