Machine Learning with PySpark: With Natural Language Processing and Recommender Systems by Pramod Singh
English | December 15, 2018 | ISBN: 1484241304 | 244 pages | MOBI | 9.58 Mb
Build machine learning models, natural language processing applications, and recommender systems with PySpark to solve various business challenges. This book starts with the fundamentals of Spark and its evolution and then covers the entire spectrum of traditional machine learning algorithms along with natural language processing and recommender systems using PySpark.

Machine Learning Using R: With Time Series and Industry-Based Use Cases in R by Karthik Ramasubramanian, Abhishek Singh
English | December 13, 2018 | ISBN: 1484242149 | 724 pages | MOBI | 22 Mb
Examine the latest technological advancements in building a scalable machine-learning model with big data using R. This second edition shows you how to work with a machine-learning algorithm and use it to build a ML model from raw data. You will see how to use R programming with TensorFlow, thus avoiding the effort of learning Python if you are only comfortable with R.

Machine Learning Applications Using Python: Cases Studies from Healthcare, Retail, and Finance by Puneet Mathur
English | December 13, 2018 | ISBN: 1484237862 | 397 pages | MOBI | 8.32 Mb
Gain practical skills in machine learning for finance, healthcare, and retail. This book uses a hands-on approach by providing case studies from each of these domains: you'll see examples that demonstrate how to use machine learning as a tool for business enhancement. As a domain expert, you will not only discover how machine learning is used in finance, healthcare, and retail, but also work through practical case studies where machine learning has been implemented.

Jason Phillips, "Looming Civil War: How Nineteenth-Century Americans Imagined the Future"
English | ISBN: 0190868163 | 2018 | 336 pages | EPUB | 5 MB
How did Americans imagine the Civil War before it happened? The most anticipated event of the nineteenth century appeared in novels, prophecies, dreams, diaries, speeches, and newspapers decades before the first shots at Fort Sumter. People forecasted a frontier filibuster, an economic clash between free and slave labor, a race war, a revolution, a war for liberation, and Armageddon. Reading their premonitions reveals how several factors, including race, religion, age, gender, region, and class, shaped what people thought about the future and how they imagined it. Some Americans pictured the future as an open, contested era that they progressed toward and molded with their thoughts and actions. Others saw the future as a closed, predetermined world that approached them and sealed their fate. When the war began, these opposing temporalities informed how Americans grasped and waged the conflict.

Local Research and Glocal Perspectives in English Language Teaching: Teaching in Changing Times
English | 2023 | ISBN: 9811964572 | 838 Pages | EPUB (True) | 6 MB
This book provides an overview of recent trends and developments in the field of English language education. It showcases research endeavors from a heterogenous group of scholars from different parts of the world and brings together perspectives from both experienced and emerging scholars. This book provides a platform for established as well as emerging practitioners and scholars in the field of English Language Teaching to share their research. It synthesizes local expertise and culture with innovative ideas from other contexts and brings theory and practice together in one volume.

Living the Dream: New Immigration Policies and the Lives of Undocumented Latino Youth By Maria Chavez-Pringle, Jessica L Lavariega Monforti, Melissa R Michelson
2014 | 192 Pages | ISBN: 1612057128 | PDF | 3 MB
In 2012, President Obama deferred the deportation of qualified undocumented youth with his policy of Deferred Action for Childhood Arrivals forever changing the lives of the approximately five million DREAMers currently in the United States. Formerly illegal, a generation of Latino youth have begun to build new lives based on their newfound legitimacy. In this book, the first to examine the lives of DREAMers in the wake of Obama s deferred action policy, the authors relay the real-life stories of more than 100 DREAMers from four states. They assess the life circumstances in which undocumented Latino youth find themselves, the racializing effects generated by current immigration public discourse, and the permanent impact of this policy environment on DREAMers in America."

Literature and Culture of the Chicago Renaissance: Postmodern and Postcolonial Development By Yoshinobu Hakutani (editor)
2019 | 340 Pages | ISBN: 0367230178 | PDF | 7 MB
The Chicago Renaissance has long been considered a less important literary movement than the Harlem Renaissance. While the Harlem Renaissance began and flourished during the 1920s, but faded during the 1930s, the Chicago Renaissance originated between 1890 and 1910, gathered momentum in the 1930s, and paved the way for the postmodern and postcolonial developments in American Literature. To portray Chicago as a modern, spacious, cosmopolitan city, the writers of the Chicago Renaissance developed a new style of writing based on a distinct cultural aesthetic that reflected ethnically diverse sentiments and aspirations. Whereas the Harlem Renaissance was dominated by African American writers, the Chicago Renaissance originated from the interactions between African and European American writers. Much like modern jazz, writings in the movement became a hybrid, cross-cultural product of black and white Americans. The second period of the movement developed at two stages. In the first stage, the older generation of African American writers continued to deal with racial issues. In the second stage, African American writers sought solutions to racism by comparing American culture with other cultures. The younger generation of African American writers, such as Ishmael Reed, Charles Johnson, and Colson Whitehead, followed their predecessors and explored Confucianism, Buddhist Ontology, and Zen. This volume features essays by both veteran African Americanists and upcoming young critics. It is highlighted by essays from scholars located around the globe, such as Toru Kiuchi of Japan, Yupei Zhou of China, Mamoun Alzoubi of Jordan, and Babacar M'Baye of Senegal. It will be invaluable reading for students of Americanists at all levels.

Lex Petrolea and International Investment Law: Law and Practice in the Persian Gulf By Nima Mersadi Tabari
2016 | 294 Pages | ISBN: 1138656496 | PDF | 4 MB
Lex Petrolea and International Investment Law: Law and Practice in the Persian Gulf offers readers a detailed analysis of jurisprudence on the settlement of upstream petroleum disputes between host states in the Persian Gulf and foreign investors. Dr Nima Mersadi Tabari considers the historical, political, and socio-economic roots of the existing frameworks and levels of protection offered to foreign investors. With particular focus on petroleum-related disputes, he initially delivers a comprehensive survey of the jurisprudence of international investment law and investment treaty arbitration. Following on from this, in three dedicated chapters, the author provides in-depth analysis of the legal regimes governing the matter in the major producers of the region: Saudi Arabia, Iraq, and Iran.A key resource for all professionals working on legal issues arising from foreign direct investments in natural resources, this book draws a detailed picture of the legal regime governing the upstream sector in the most important geographical region for the international oil and gas sector.

Letter to D'Alembert and Writings for the Theater By Jean-Jacques Rousseau, Allan Bloom, Charles Butterworth, Christopher Kelly
2004 | 443 Pages | ISBN: 1584653531 | PDF | 23 MB
In 1758, Jean Le Rond d'Alembert proposed the public establishment of a theater in Geneva―and Jean-Jacques Rousseau vigorously objected. Their exchange, collected in volume ten of this acclaimed series, offers a classic debate over the political importance of the arts. As these two leading figures of the Enlightenment argue about censorship, popular versus high culture, and the proper role of women in society, their dispute signals a declaration of war that divided the Enlightenment into contending factions. These two thinkers confront the contentious issues surrounding public support for the arts through d'Alembert's original proposal, Rousseau's attack, and the first English translation of d'Alembert's response as well as correspondence relating to the exchange. The volume also contains Rousseau's own writings for the theater, including plays and libretti for operas, most of which have never been translated into English. Among them, Le Devin du village was the most popular French opera of the eighteenth century while his late work Pygmalion is a profound meditation on the relation between an artist and his creation. This volume offers English readers a unique opportunity to appreciate Rousseau's writings for the theater as well as his attack on the theater as a public institution.

Jeffrey Gurian, "Laughing Legends: How The Comic Strip Club Changed The Face of Comedy"
English | ISBN: 1632202026 | 2016 | 264 pages | EPUB | 10 MB
Once in a lifetime a venue comes along that changes show business dramatically, that fosters growth and camaraderie, experimentation and freedom. The Comic Strip is one of those places, and Laughing Legends is an inside look at how it all happened, straight from the mouths of the stars who built their careers on its stage. Owner Richie Tienken and a wealth of comics open their hearts and souls to share their most intimate memories, the laughs and tears, the good times and the bad, in order to paint an all-encompassing, behind-the-scenes history of this iconic club. Interviews include famous comedians, such as: