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An Introduction to Statistical Learning
An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance, marketing, and astrophysics in the past twenty years. This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage approaches, tree-based methods, support vector machines, clustering, deep learning, survival analysis, multiple testing, and more. Color graphics and real-world examples are used to illustrate the methods pr...
Two Suitcases
European settlers in colonial Africa did not have an easy time, depending on what they came with. Theirs was a life of adventure, hardship, homesickness, disease and sometimes, war. The title is Two Suitcases because that is what most Europeans arrived in Africa with, and subsequently left with. Two Suitcases; Colonialism Crumbles, tells the stories of two normal families with different aspirations, beliefs and backgrounds, one family being British and one being Afrikaans, and their experiences in Southern Africa. The story covers the Boer War to settling in Rhodesia, through the First World War and the hardships of the Great Depression followed by the Second World War. And then, Ian Smith signs Rhodesias Unilateral Declaration of Independence from Great Britain. Much of the Two Suitcases trilogy has been inspired by three great writers, Wilbur Smith, James Mitchener and Stuart Cloete. Watch out for Two Suitcases Part Two; The Leap into Uncertainty, covering Rhodesias UDI and Bush War years, followed by Two Suitcases - Part Three; Descent into Darkness, covering the birth of Zimbabwe under Robert Mugabe to the present day.
Becoming the 0.1%
*Overcome any obstacle that life throws at you by cultivating an unbreakable mindset and learning to think like a Royal Marines Commando* What readers are saying about Becoming the 0.1%: 'A really interesting insight into the process of forging a Royal Marine Commando and becoming one of a very select group of elite performers' ⭐⭐⭐⭐⭐ 'Painfully truthful and honest, becoming the 0.1% is one of the best book's you'll read' ⭐⭐⭐⭐⭐ 'Essential reading for all leaders' ⭐⭐⭐⭐⭐ 'The lessons from this book are essential lessons for life' ⭐⭐⭐⭐⭐ 'This is an absolute masterpiece' ⭐⭐⭐⭐⭐ __________ Historical recruitment campaigns to become a Royal Marines C...
The Definitive Job Book
There are few books available which cover the full job-searching, application, interview and negotiation process. The Definitive Job Book is just that – it covers every single aspect of job-hunting in seven chapters. Each chapter includes 'advice from the inside' interviews with HR and recruitment specialists and 'I've been there too' interviews with people who have successfully navigated the recruitment minefield. The Definitive Job Book Is an essential reference for anyone - from graduates starting out, to senior executives seeking a change - to the job-hunting process. You will need only THIS book to get the job of your dreams.
Citrix XenDesktop Implementation
Citrix XenDesktop Implementation explores the implementation of Citrix XenDesktop, a virtual desktop infrastructure solution. After introducing the desktop virtualization, the book discusses the installation of a desktop delivery controller through advanced XenDesktop Client Settings. This book briefly discusses the work of desktop delivery controller mechanisms followed by its installation process, integration process of XenDesktop with Microsoft Active Directory, and the configuration of the desktop delivery controller. It then examines the process of installing the virtual desktop onto the server infrastructure, and it follows the installation and integration onto Xen Server, Hyper-V, and...
Tax By Design
Based on the findings of a commission chaired by James Mirrlees, this volume presents a coherent picture of tax reform whose aim is to identify the characteristics of a good tax system for any open developed economy, assess the extent to which the UK tax system conforms to these ideals, and recommend how it might be reformed in that direction.
Paper Dolls
“You know, Yossi, we couldn't dress like this in the Philippines… wear earrings, dye our hair, put on make up, lipstick. It's forbidden.” In Tel Aviv, Israel, a group of Filipino immigrants work as live-in carers for elderly Orthodox Jewish men. Six days a week they provide dedicated support to their employers. But on the seventh day they transform into a homespun, sassy musical drag act. Meet the Paper Dolls! An extraordinary true story exploring an unlikely collision of cultures and the universal desire to find 'home'. Based on Tomer Heymann's award-winning documentary of the same name, Paper Dolls explores changing patterns of global immigration and expanding notions of family through the prism of a community of Filipino transvestites who live illegally in Israel.
Purposeful Practice for Poker
So, you want to get better at poker? You are committed to this and you are prepared to spend time on it. You ask advice and what do people tell you? Probably something along the lines of “just keep working on it and you’ll get there.” This is wrong. “Just working on it” will not help you. Randomly analysing hands, watching poker on TV or vaguely looking at equity equations won’t cut it. The only approach that will work is the right sort of practice based on a relatively new area of psychological investigation – the science of expertise. This book identifies precisely what this “right sort of practice” entails. It is based around what has become known as purposeful practice. Purposeful practice is the gold standard for anyone who wishes to take full advantage of the remarkable adaptability of the human brain and is the fast track route to improving your poker skills. This book will give you: * A clear theoretical understanding of the science of purposeful practice * Numerous techniques by which this can be adapted to improvement at poker * Specific exercises designed to create an infallible Plan for Poker Improvement
How Not To Be Afraid
We live in a time where we seem more afraid than ever. The rise of populism, polarization and aggression in politics, the media and popular culture, and the climate crisis have coincided with the collapse of previously cherished norms and expectations about economic stability, community life, and even the future of the planet. And all this before the pandemic struck. No wonder we are overwhelmed by anxiety. Popular speaker, storyteller and activist Gareth Higgins exposes the root causes of fear and shows how we can break its power through life-giving stories, simple spiritual exercises and practical steps to take as individuals and communities. He contends that it’s time to tell ourselves new stories about the world in which we live, stories that will liberate the greater forces of love, courage and joy. Reflecting on his experience of growing up during the Troubles in Ireland, he shares authentic wisdom that can enable us not only to find calm in the storm, but even to calm the storm itself.
Hive Monkey
In order to hide from his unwanted fame as the spitfire pilot monkey who emerged from a computer game to defeat the nefarious corporation that engineered him, the charismatic and dangerous Ack-Ack Macaque is working as a pilot on a world-circling nuclear-powered zeppelin. But when the cabin of one of his passengers is invaded by the passenger's own dying doppelganger, our hirsute hero finds himself thrust into another race to save the world.
