My Isl@m


Book Description

Nasr is a young Muslim man with something explosive in his hands: a computer connected to the Internet. And it has the power to help ignite a revolution of the Muslim mind. Part memoir, part passionate call for liberty, he shows how the Internet opened his eyes to a world beyond his.




Hands-On Machine Learning with R


Book Description

Hands-on Machine Learning with R provides a practical and applied approach to learning and developing intuition into today’s most popular machine learning methods. This book serves as a practitioner’s guide to the machine learning process and is meant to help the reader learn to apply the machine learning stack within R, which includes using various R packages such as glmnet, h2o, ranger, xgboost, keras, and others to effectively model and gain insight from their data. The book favors a hands-on approach, providing an intuitive understanding of machine learning concepts through concrete examples and just a little bit of theory. Throughout this book, the reader will be exposed to the entire machine learning process including feature engineering, resampling, hyperparameter tuning, model evaluation, and interpretation. The reader will be exposed to powerful algorithms such as regularized regression, random forests, gradient boosting machines, deep learning, generalized low rank models, and more! By favoring a hands-on approach and using real word data, the reader will gain an intuitive understanding of the architectures and engines that drive these algorithms and packages, understand when and how to tune the various hyperparameters, and be able to interpret model results. By the end of this book, the reader should have a firm grasp of R’s machine learning stack and be able to implement a systematic approach for producing high quality modeling results. Features: · Offers a practical and applied introduction to the most popular machine learning methods. · Topics covered include feature engineering, resampling, deep learning and more. · Uses a hands-on approach and real world data.




Maria's Island


Book Description

A dramatic and moving story set in the same world as the international bestseller The Island from the celebrated novelist Victoria Hislop. The absorbing story of the Cretan village of Plaka and the tiny, deserted island of Spinalonga - Greece's former leper colony - is told to us by Maria Petrakis, one of the children in the original version of The Island. She tells us of the ancient and misunderstood disease of leprosy, exploring the themes of stigma, shame and the treatment of those who are different, which are as relevant for children as adults. Gill Smith's rich, full-colour illustrations will transport the reader to the timeless and beautiful Greek landscape and Mediterranean seascape.




An Introduction to Statistical Learning


Book Description

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 presented. This book is targeted at statisticians and non-statisticians alike, who wish to use cutting-edge statistical learning techniques to analyze their data. Four of the authors co-wrote An Introduction to Statistical Learning, With Applications in R (ISLR), which has become a mainstay of undergraduate and graduate classrooms worldwide, as well as an important reference book for data scientists. One of the keys to its success was that each chapter contains a tutorial on implementing the analyses and methods presented in the R scientific computing environment. However, in recent years Python has become a popular language for data science, and there has been increasing demand for a Python-based alternative to ISLR. Hence, this book (ISLP) covers the same materials as ISLR but with labs implemented in Python. These labs will be useful both for Python novices, as well as experienced users.




More Than Just a Pretty Face


Book Description

Perfect for fans of Becky Albertalli and Jenny Han, this sweetly funny coming-of-age story is about falling in love, family expectations, and being a Renaissance Man. Danyal Jilani doesn't lack confidence. He may not be the smartest guy in the room, but he's funny, gorgeous, and going to make a great chef one day. His father doesn't approve of his career choice, but that hardly matters. What does matter is the opinion of Danyal's longtime crush, the perfect-in-all-ways Kaval, and her family, who consider him a less than ideal arranged marriage prospect. When Danyal gets selected for Renaissance Man, a school-wide academic championship, it's the perfect opportunity to show everyone he's smarter than they think. He recruits the brilliant, totally-uninterested-in-him Bisma to help with the competition, but the more time Danyal spends with her...the more he learns from her...the more he cooks for her...the more he realizes that happiness may be staring him right in his pretty face. In this young adult debut full of depth and heart, author Syed M. Masood will have readers laughing, sighing, tearing up, and shouting "YES!" at the top of their lungs.




The Unlikely Disciple


Book Description

The hilarious and heartwarming, respectful and thought-provoking memoir of a college student's semester at Liberty University, the "Bible Boot Camp" for young evangelicals, that will inspire believers and nonbelievers alike. No drinking. No smoking. No cursing. No dancing. No R-rated movies. Kevin Roose wasn't used to rules like these. As a sophomore at Brown University, he spent his days fitting right in with Brown's free-spirited, ultra-liberal student body. But when Roose leaves his Ivy League confines to spend a semester at Liberty University, a conservative Baptist school in Lynchburg, Virginia, obedience is no longer optional. Liberty is the late Reverend Jerry Falwell's "Bible Boot Camp" for young evangelicals, his training ground for the next generation of America's Religious Right. Liberty's ten thousand undergraduates take courses like Evangelism 101 and follow a forty-six-page code of conduct that regulates every aspect of their social lives. Hoping to connect with his evangelical peers, Roose decides to enroll at Liberty as a new transfer student, chronicling his adventures in this daring report from the front lines of America's culture war. His journey takes him from an evangelical hip-hop concert to a spring break mission trip to Daytona Beach (where he learns to preach the gospel to partying coeds). He meets pastors' kids, closet doubters, Christian rebels, and conducts what would be the last print interview of Rev. Falwell's life.




My Isl@m


Book Description

Amir Ahmad Nasr is a young Muslim man with something explosive in his hands: a computer connected to the Internet. And it has the power to help ignite a revolution and blow apart the structures of ignorance and politicized indoctrination that too often still imprison the Muslim mind. Part memoir, part passionate call for liberty, reason and doing work that matters, My Isl@m tells the tale of how the internet opened the eyes and heart of a once fearful young Muslim to a world beyond the dogmatism of his upbringing, and recounts his transformation into a defiant digital activist. In his honest, provocative, and courageous debut, Nasr–a popular Afro-Arab Sudanese blogger–steps out from behind the curtain of anonymity and emerges as a voice of a new generation of tech-savvy liberal Muslims. Set in war-ravaged Sudan, oil-rich Qatar, multi-cultural Malaysia, the United States, Turkey and the new frontiers of cyberspace, My Isl@m is a fascinating prelude to the Arab Spring and a disarming and uplifting tale of doubt, soul-searching, Islam, and finding freedom in the Middle East and the rest of the Muslim world. A poignant, honest, and uplifting memoir of how blogging and the internet opened the eyes and heart of one young Muslim man to a world beyond his religious fundamentalist upbringing.




The Pretty One


Book Description

Perfect. Pretty. Political. For nearly forty years, The Hellinger sisters of Hastings-on-Hudson-namely, Imperia (Perri), Olympia (Pia), and Augusta (Gus) -- have played the roles set down by their loving but domineering mother Carol. Perri, a mother of three, rules her four-bedroom palace in Westchester with a velvet fist, managing to fold even fitted sheets into immaculate rectangles. Pia, a gorgeous and fashionable Chelsea art gallery worker, still turns heads after becoming a single mother via sperm donation. And Gus, a fiercely independent lawyer and activist, doesn't let her break-up from her girlfriend stop her from attending New Year's Day protests on her way to family brunch. But the Hellinger women aren't pulling off their roles the way they once did. Perri, increasingly filled with rage over the lack of appreciation from her recently unemployed husband Mike, is engaging in a steamy text flirtation with a college fling. Meanwhile Pia, desperate to find someone to share in the pain and joy of raising her three-year-old daughter Lola, can't stop fantasizing about Donor #6103. And Gus, heartbroken over the loss of her girlfriend, finds herself magnetically drawn to Jeff, Mike's frat boy of a little brother. Each woman is unable to believe that anyone, especially her sisters, could understand what it's like to be her. But when a freak accident lands their mother to the hospital, a chain of events is set in motion that will send each Hellinger sister rocketing out of her comfort zone, leaving her to wonder: was this the role she was truly born to play? With The Pretty One, author Lucinda Rosenfeld does for siblings what she did for female friendship in I'm So Happy for You, turning her wickedly funny and sharply observant eye on the pleasures and punishments of lifelong sisterhood.




Someone Else's Love Story


Book Description

Single mom Shandi Pierce's life takes a turn when an enigmatic geneticist saves her and her 3-year-old genius son from an armed robber.