Applied Natural Language Processing in the Enterprise

Applied Natural Language Processing in the Enterprise PDF Author: Ankur A. Patel
Publisher: "O'Reilly Media, Inc."
ISBN: 1492062545
Category : Computers
Languages : en
Pages : 336

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Book Description
NLP has exploded in popularity over the last few years. But while Google, Facebook, OpenAI, and others continue to release larger language models, many teams still struggle with building NLP applications that live up to the hype. This hands-on guide helps you get up to speed on the latest and most promising trends in NLP. With a basic understanding of machine learning and some Python experience, you'll learn how to build, train, and deploy models for real-world applications in your organization. Authors Ankur Patel and Ajay Uppili Arasanipalai guide you through the process using code and examples that highlight the best practices in modern NLP. Use state-of-the-art NLP models such as BERT and GPT-3 to solve NLP tasks such as named entity recognition, text classification, semantic search, and reading comprehension Train NLP models with performance comparable or superior to that of out-of-the-box systems Learn about Transformer architecture and modern tricks like transfer learning that have taken the NLP world by storm Become familiar with the tools of the trade, including spaCy, Hugging Face, and fast.ai Build core parts of the NLP pipeline--including tokenizers, embeddings, and language models--from scratch using Python and PyTorch Take your models out of Jupyter notebooks and learn how to deploy, monitor, and maintain them in production

Applied Natural Language Processing in the Enterprise

Applied Natural Language Processing in the Enterprise PDF Author: Ankur A. Patel
Publisher: "O'Reilly Media, Inc."
ISBN: 1492062545
Category : Computers
Languages : en
Pages : 336

Get Book Here

Book Description
NLP has exploded in popularity over the last few years. But while Google, Facebook, OpenAI, and others continue to release larger language models, many teams still struggle with building NLP applications that live up to the hype. This hands-on guide helps you get up to speed on the latest and most promising trends in NLP. With a basic understanding of machine learning and some Python experience, you'll learn how to build, train, and deploy models for real-world applications in your organization. Authors Ankur Patel and Ajay Uppili Arasanipalai guide you through the process using code and examples that highlight the best practices in modern NLP. Use state-of-the-art NLP models such as BERT and GPT-3 to solve NLP tasks such as named entity recognition, text classification, semantic search, and reading comprehension Train NLP models with performance comparable or superior to that of out-of-the-box systems Learn about Transformer architecture and modern tricks like transfer learning that have taken the NLP world by storm Become familiar with the tools of the trade, including spaCy, Hugging Face, and fast.ai Build core parts of the NLP pipeline--including tokenizers, embeddings, and language models--from scratch using Python and PyTorch Take your models out of Jupyter notebooks and learn how to deploy, monitor, and maintain them in production

International Handbook of Financial Literacy

International Handbook of Financial Literacy PDF Author: Carmela Aprea
Publisher: Springer
ISBN: 9811003602
Category : Education
Languages : en
Pages : 708

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Book Description
This Handbook presents in-depth research conducted on a myriad of issues within the field of financial literacy. Split into six sections, it starts by presenting prevalent conceptions of financial literacy before covering financial literacy in the policy context, the state and development of financial literacy within different countries, issues of assessment and evaluation of financial literacy, approaches to teaching financial literacy, and teacher training and teacher education in financial literacy. In doing so, it provides precise definitions of the construct of financial literacy and elaborates on the state and recent developments of financial literacy around the world, to show ways of measuring and fostering financial literacy and to give hints towards necessary and successful teacher trainings. The book also embraces the diversity in the field by revealing contrasting and conflicting views that cannot be bridged, while at the same time making a contribution by re-joining existing materials in one volume which can be used in academic discourse, in research-workshops, in university lectures and in the definition of program initiatives within the wider field of financial literacy. It allows for a landscape of financial literacy to be depicted which would foster the implementation of learning opportunities for human beings for sake of well-being within financial living-conditions. The Handbook is useful to academics and students of the topic, professionals in the sector of investment and banking, and for every person responsible for managing his or her financial affairs in everyday life.

Exploring Household Debt in Ireland

Exploring Household Debt in Ireland PDF Author: Amie Lajoie
Publisher:
ISBN: 9781999309961
Category : Debt
Languages : en
Pages : 94

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Book Description


Financial Counseling

Financial Counseling PDF Author: Dorothy B. Durband
Publisher: Springer
ISBN: 3319725866
Category : Social Science
Languages : en
Pages : 244

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Book Description
"This text is a valuable new resource that we recommend for all of our professionals and are proud to incorporate as part of our AFC® certification program. With expertise representing the breadth and depth of the financial counseling profession, the content in this text provides you with a rigorous foundation of knowledge, considers critical theoretical models, and explores foundational skills of communication, self-awareness, and bias. This type of comprehensive approach aligns with our mission and vision—providing you with the foundational knowledge to meet clients where they are across the financial life-cycle and impact long-term financial capability." -Rebecca Wiggins, Executive Director, AFCPE® (Association for Financial Counseling and Planning Education®) This timely volume presents a comprehensive overview of financial counseling skills in accessible, practical detail for readers throughout the career span. Expert financial counselors, educators, and researchers refer to classic and current theories for up-to-date instruction on building long-term client competence, working with clients of diverse backgrounds, addressing problem financial behavior, and approaching sensitive topics. From these core components, readers have a choice of integrated frameworks for guiding clients in critical areas of financial decision-making. This essential work: · Offers an introduction to financial counseling as a practice and profession · Discusses the challenges of working in financial counseling · Explores the elements of the client/counselor relationship · Compares delivery systems and practice models · Features effective tools and resources used in financial counseling · Encourages counselor ethics, preparedness, and self-awareness A standout in professional development references, Financial Counseling equips students and new professionals to better understand this demanding field, and offers seasoned veterans a robust refresher course in current best practices.

Viper Pilot (Enhanced Edition)

Viper Pilot (Enhanced Edition) PDF Author: Dan Hampton
Publisher: Harper Collins
ISBN: 0062246305
Category : Biography & Autobiography
Languages : en
Pages : 313

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Book Description
Get inside the cockpit with Dan Hampton, the military’s most decorated F-16 pilot, in this enhanced e-book edition of Viper Pilot. Exclusive to this edition are 11 video interviews, where Hampton talks candidly about his time as a Wild Weasel and about the fighter jet that kept him alive through so many dangerous skirmishes. In addition, an interactive “first-person” cockpit diagram lets you get deeper into the action, providing a visual companion to the book that leaves you feeling like you’re sitting in the iconic F-16 itself. 151 combat missions 21 hard kills on surface-to-air-missile sites 4 Distinguished Flying Crosses with Valor 1 Purple Heart Sure to rank as one of the greatest aviation memoirs ever written, Viper Pilot is an Air Force legend's thrilling eyewitness account of modern air warfare. From 1986 to 2006, Lt. Col. Dan Hampton was a leading member of the Wild Weasels, the elite Air Force fighter squadrons whose mission is recognized as the most dangerous job in modern air combat. Weasels are the first planes sent into a war zone, flying deep behind enemy lines purposely seeking to draw fire from surface-to-air missiles and artillery. They must skillfully evade being shot down—and then return to destroy the threats, thereby making the skies safe for everyone else to follow. Today these vital missions are more hazardous than direct air-to-air engagement with enemy aircraft. Hampton's record number of strikes on high-value targets make him the most lethal F-16 Wild Weasel pilot in American history. This is his remarkable story. Taught to fly at an early age by his father, Hampton logged twenty years and 608 combat hours in the world's most iconic fighter jet: the F-16 "Fighting Falcon," or "Viper" as its pilots call it. Hampton spearheaded the 2003 invasion of Iraq, leading the first flight of fighters over the border en route to strike Baghdad. In the war that followed, he engaged in a series of brilliantly executed missions that earned him three Distinguished Flying Crosses with Valor; he notably saved a U.S. Marine unit from certain death by taking out the surrounding enemy forces near Nasiriyah. Two years earlier, on 9/11, Hampton's father was inside the Pentagon when it was attacked; with his dad's fate unknown, Hampton was scrambled into American skies and given the unprecedented orders to shoot down any unidentified aircraft. Hampton also flew critical missions in the first Gulf War, served on the Air Combat Command staff during the Kosovo War, and was injured in the 1996 Khobar Towers terrorist attack. With manned missions rapidly giving way to remote-controlled UAV drones, Viper Pilot may be the last memoir by a true hero of the skies. Gripping and irreverently humorous, it is an unforgettable look into the closed world of fighter pilots and modern air combat. Please note that due to the large file size of these special features this enhanced e-book may take longer to download then a standard e-book.

Privilege

Privilege PDF Author: Michael S. Kimmel
Publisher: Westview Press
ISBN: 9780813340555
Category : Social Science
Languages : en
Pages : 0

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Book Description
In this new and timely anthology on the experience of privilege in America—as it relates to holding the identity of the dominant gender, class, race, and sexual preference—sociologists Michael Kimmel and Abby Ferber, along with a wide range of contributors, challenge students to think more critically about the myriad inequalities in society and especially to become more aware of how the dynamics that create inequality for some also benefit others. Designed to be used in both introductory sociology and race, gender, and class courses, this exciting volume asks that privilege—and students' own role in it—become more visible. With both well-known and previously published pieces as well as new contributions, Privilege uses an “intersectional approach” to explore the ways in which race, class, gender and sexuality interact in the lives of those who are privileged by one or more of these identities. Kimmel and Ferber have brought together leading thinkers and writers on all of these dimensions, to examine both the parallels and the ruptures among these different but connected relationships. Writing both personally and analytically, these essays can bring students inside the experiences, and enable us all to begin to theorize our own lives, as well as to explore the ways in which these systems intersect in people's lives.

Batavia and Williamsburg

Batavia and Williamsburg PDF Author: Linda Smith-Walker
Publisher: Arcadia Publishing
ISBN: 0738593656
Category : History
Languages : en
Pages : 130

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Book Description
Just a few miles from Cincinnati's eastern suburbs are the small towns of Batavia and Williamsburg in Clermont County, Ohio, the seventh county established in the state and the 11th oldest in the Northwest Territory. In 1793, William Lytle and his brother John came from Kentucky to the scenic area on the East Fork of the Little Miami River to do surveying work. A short distance from their camp, a tornado had leveled many trees, making it easier for Lytle to clear 40 acres with the help of James Kain and his two sons, who were to become Williamsburg's first citizens. In 1796, a site for Williamsburg was platted by William and John Lytle and Adam Bricker. In 1801, Williamsburg was established as the county seat, and it remained so until the seat of government moved to Batavia in 1824. William Lytle also played a part in Batavia's early history, having purchased a 1,000-acre tract on which the town is located and then selling it to George Ely, an early settler. In 1814, Ely and partner David Bryan, deciding the settlers in the area "should be bound together in a more tangible manner than the bonds of brotherhood," recorded the plat for the town of Batavia, eight miles to the west of Williamsburg.

The Villager

The Villager PDF Author: Feyi Olubodun
Publisher: Jonathan Ball Publishers
ISBN: 0620762594
Category : Business & Economics
Languages : en
Pages : 165

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Book Description
The Villager is essential reading for brand owners wishing to conquer new markets. When Feyi Olubodun, CEO of one of West Africa's leading creative agencies, witnessed one too many cases of brands failing in the African marketplace he began to ask himself questions: Why did brands, both global and local, so often fail to connect with the African consumer? And, what was it about the African market that brand owners were not seeing? He began to reflect on his own marketing experiences and out of this emerged the framework for The Villager. In Feyi's view, the African consumer begins his life's journey by moving from the village, his rural dwelling, to the city, carrying with him not only his own dreams but also the dreams of his community. He is a highly aspirational consumer, motivated to succeed, and he becomes the economic portal for the rest of his community back home. But although he may be exposed to global influences and technology, his essential identity remains largely intact. This is why Feyi calls the African consumer a Villager. The Village is no longer a physical space; it is a psychological construct that defines him and the filter through which he engages with and consumes brands. In developing his construct, Feyi posits that if you wish to engage successfully in a market you may not understand, you must have the right lenses to view a people. He believes the secret lies in applying these lenses at the confluence of commerce, culture and consumer. Data is not enough to understand the vagaries of a particular market. Drawing on his wide experience and wealth of astute observations, he provides a highly readable and indispensable guide to the mindset of the African consumer today, yet it is true to say that his insights apply, albeit in a more nuanced way, to consumer behaviour across the globe.

Heaven's Bankers

Heaven's Bankers PDF Author: Harris Irfan
Publisher: Abrams
ISBN: 1468311832
Category : Business & Economics
Languages : en
Pages : 275

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Book Description
A leading Islamic finance banker sheds light on an industry with growing global influence: “A superb introduction to a fascinating subject” (Financial Times) A trillion-dollar financial industry has revolutionized the global economy. Governments and corporations across the Islamic world have turned to finance that complies with Shari‘a law in order to fund economic growth. Even in the West, Islamic finance became an important al­ternative source of funding when the conventional finance industry was reeling from the effects of the financial crisis. From its origins in the seventh century, Islamic finance has sought to develop core ethical principles that are based in the foundations of Islam and Shari‘a. But with an increasing Western interest, is it able to remain true to the principles of its faith? Can it maintain its ideals of social jus­tice? Or is Islamic finance guilty of the very dangers it seeks to avoid. In Heaven's Bankers, Harris Irfan, one of the world's leading Islamic finance bankers, gives unparalleled insight into the heart of this secretive industry. From his personal ex­perience of working with leading bankers, scholars and law­yers, he debunks the myths of Islamic banking, analyzes its greatest deals, and looks to the future of a system that has reprioritized the very nature of money itself.

My Giving Bank

My Giving Bank PDF Author: Faith Kids
Publisher: Faith Kidz
ISBN: 9789834502706
Category : Juvenile Nonfiction
Languages : en
Pages :

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Book Description
"This bank is a visual tool to help your child learn where our money should go. Coupled with the Home Allowance and Chore Kit, children learn the value of tithing to the Lord, sharing responsibilities, and spending wisely for a lifetime of financial accountability. Ages 4 years and up."