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Kickstart your NLP journey by exploring BERT and its variants such as ALBERT, RoBERTa, DistilBERT, VideoBERT, and more with Hugging Face's transformers library Key FeaturesExplore the encoder and decoder of the transformer modelBecome well-versed with BERT along with ALBERT, RoBERTa, and DistilBERTDiscover how to pre-train and fine-tune BERT models for several NLP tasksBook Description BERT (bidirectional encoder representations from transformer) has revolutionized the world of natural language processing (NLP) with promising results. This book is an introductory guide that will help you get to grips with Google's BERT architecture. With a detailed explanation of the transformer architecture, this book will help you understand how the transformer’s encoder and decoder work. You’ll explore the BERT architecture by learning how the BERT model is pre-trained and how to use pre-trained BERT for downstream tasks by fine-tuning it for NLP tasks such as sentiment analysis and text summarization with the Hugging Face transformers library. As you advance, you’ll learn about different variants of BERT such as ALBERT, RoBERTa, and ELECTRA, and look at SpanBERT, which is used for NLP tasks like question answering. You'll also cover simpler and faster BERT variants based on knowledge distillation such as DistilBERT and TinyBERT. The book takes you through MBERT, XLM, and XLM-R in detail and then introduces you to sentence-BERT, which is used for obtaining sentence representation. Finally, you'll discover domain-specific BERT models such as BioBERT and ClinicalBERT, and discover an interesting variant called VideoBERT. By the end of this BERT book, you’ll be well-versed with using BERT and its variants for performing practical NLP tasks. What you will learnUnderstand the transformer model from the ground upFind out how BERT works and pre-train it using masked language model (MLM) and next sentence prediction (NSP) tasksGet hands-on with BERT by learning to generate contextual word and sentence embeddingsFine-tune BERT for downstream tasksGet to grips with ALBERT, RoBERTa, ELECTRA, and SpanBERT modelsGet the hang of the BERT models based on knowledge distillationUnderstand cross-lingual models such as XLM and XLM-RExplore Sentence-BERT, VideoBERT, and BARTWho this book is for This book is for NLP professionals and data scientists looking to simplify NLP tasks to enable efficient language understanding using BERT. A basic understanding of NLP concepts and deep learning is required to get the best out of this book.
Kickstart your NLP journey by exploring BERT and its variants such as ALBERT, RoBERTa, DistilBERT, VideoBERT, and more with Hugging Face's transformers library Key FeaturesExplore the encoder and decoder of the transformer modelBecome well-versed with BERT along with ALBERT, RoBERTa, and DistilBERTDiscover how to pre-train and fine-tune BERT models for several NLP tasksBook Description BERT (bidirectional encoder representations from transformer) has revolutionized the world of natural language processing (NLP) with promising results. This book is an introductory guide that will help you get to grips with Google's BERT architecture. With a detailed explanation of the transformer architecture, this book will help you understand how the transformer’s encoder and decoder work. You’ll explore the BERT architecture by learning how the BERT model is pre-trained and how to use pre-trained BERT for downstream tasks by fine-tuning it for NLP tasks such as sentiment analysis and text summarization with the Hugging Face transformers library. As you advance, you’ll learn about different variants of BERT such as ALBERT, RoBERTa, and ELECTRA, and look at SpanBERT, which is used for NLP tasks like question answering. You'll also cover simpler and faster BERT variants based on knowledge distillation such as DistilBERT and TinyBERT. The book takes you through MBERT, XLM, and XLM-R in detail and then introduces you to sentence-BERT, which is used for obtaining sentence representation. Finally, you'll discover domain-specific BERT models such as BioBERT and ClinicalBERT, and discover an interesting variant called VideoBERT. By the end of this BERT book, you’ll be well-versed with using BERT and its variants for performing practical NLP tasks. What you will learnUnderstand the transformer model from the ground upFind out how BERT works and pre-train it using masked language model (MLM) and next sentence prediction (NSP) tasksGet hands-on with BERT by learning to generate contextual word and sentence embeddingsFine-tune BERT for downstream tasksGet to grips with ALBERT, RoBERTa, ELECTRA, and SpanBERT modelsGet the hang of the BERT models based on knowledge distillationUnderstand cross-lingual models such as XLM and XLM-RExplore Sentence-BERT, VideoBERT, and BARTWho this book is for This book is for NLP professionals and data scientists looking to simplify NLP tasks to enable efficient language understanding using BERT. A basic understanding of NLP concepts and deep learning is required to get the best out of this book.
Bert's Misadventures: The Book of Magic. In book 1 of this adventure series, follow what happens when Bert comes into possession of a book of magic. He and his gaming group learn the magic in the book and open a portal to a distant realm. Once there they begin to collect powerful magical items to assist them in the war they will have to rid the land of two evil magic users. The big question is will they find the items they need and learn to work as a group before some of them are killed? Book I: Bert was lucky and impulsive. Being lucky the consequences of his acts usually fell on those around him. He finds a book of magic and other items sent from a realm called Zenerath. Without really thinking it through, Bert agrees to learn magic and create a portal to return to Zenerath to battle two evil beings. The consequences of this act begin to fall on Bert and his close gaming friends. Come along and see just how much trouble Bert can get into as he and his friends learn Magic. REAL MAGI
Bert has always nurtured a fascination with mysteries and tackling complex challenges. His wife, Norah, has finally learned to embrace her psychic abilities. After they adopt a coywolf puppy to live with them in Wyoming, Bert and Norah open the doors of their new private investigation business. Using Norah’s abilities and coywolf, Missy’s, tracking skills, they become known for finding missing persons. As they continue their important mission under the big sky of the upper Midwest, Bert and Norah are eventually drawn into an unexpected and fast-paced hunt for an evil killer preying upon the trusting people living amid the beauty of this vast land. After it becomes apparent that they alone possess the unique skills to bring the pursuit to a conclusion, Bert and Norah race against time as their challenging investigation launches them on a collision course with a destiny they never could have foreseen. Bert and Norah: The Nickel Dime Murders is the tale of a husband and wife investigative team as they pursue a killer instigating terror within big sky country known for its beauty, not invading evil.
"Bert Wilson at the Wheel" by J.W. Duffield is an exhilarating addition to the Bert Wilson series, delving into the world of automobiles, racing, and the daring adventures of its protagonist, Bert Wilson. In this thrilling installment, Bert Wilson finds himself immersed in the fast-paced and dynamic realm of automobile racing. The story opens with Bert's deep fascination and curiosity about the emerging world of automobiles, a technology that is transforming transportation and capturing the imagination of people everywhere. Eager to learn and experience more, Bert embarks on a journey that takes him into the heart of the automotive industry and the exhilarating world of racing. As Bert becomes more involved in the world of automobiles, readers are treated to a captivating exploration of the early days of automobile innovation and racing. The novel vividly portrays the excitement and challenges of the racing circuit, from the intense competition on the tracks to the behind-the-scenes work of mechanics, engineers, and drivers. Through Bert's eyes, readers gain insights into the intricacies of building, maintaining, and racing these cutting-edge machines. Bert's passion for automobiles leads him to forge new friendships and alliances with fellow enthusiasts, mechanics, and racing aficionados. As he becomes more deeply entrenched in the racing scene, Bert's determination, resourcefulness, and courage are put to the test. The novel skillfully balances moments of suspense, camaraderie, and the thrill of high-speed racing, creating an immersive experience that keeps readers on the edge of their seats. At the core of "Bert Wilson at the Wheel" is the exploration of themes such as ambition, perseverance, and the pursuit of one's dreams. Bert's unwavering commitment to his newfound passion serves as an inspiring example of following one's heart and embracing new challenges. Through his journey, readers witness the transformative power of dedication and the rewards that come from stepping out of one's comfort zone to chase after a passion. The novel also provides valuable insights into the historical context of the early automobile industry and its impact on society. As Bert and his companions push the boundaries of automotive technology, readers gain a deeper understanding of the revolutionary changes that were taking place during this era. The narrative effectively combines adventure, historical exploration, and the thrill of competition to create a well-rounded and engaging reading experience. In conclusion, "Bert Wilson at the Wheel" is a gripping and entertaining novel that transports readers to the world of early automobile racing and innovation. Through Bert's eyes, readers experience the excitement, challenges, and camaraderie of the racing circuit while gaining valuable insights into the historical significance of the automobile industry. The novel's blend of adventure, friendship, and personal growth makes it a compelling read for those interested in the history of automobiles and the thrill of racing.
You know Bert Monroy's personal portfolio - now get to know his commercial work. Case studies take you step by step through Bert's client work for Apple, AT+T, Logitech, and more. Glean creative and Photoshop-specific insights from the guy Adobe goes to for information. Includes a behind-the-scenes look at working as an artist when someone else is calling the shots. Bert Monroy has long enjoyed successes as a digital artist, as evidenced by his credentials and his books: Bert Monroy: Photorealistic Techniques with Photoshop and Illustrator and Photoshop Studio with Bert Monroy. Well-known and highly regarded expert in the Photoshop community, he has received heavy exposure on TechTV in the past year and his reputation as a master teacher of Photoshop and digital illustration has grown dramatically as a result. In this newest book, Bert switches from sharing the secrets behind his personal portfolio to unleashing the Photoshop tips he uses when working on commercial projects. This book is complete with case studies that walk readers step by step through the commercial design process--including concept creation, digital editing, production, and working one-on-one with clients. Whether you're looking to better your Photoshop skills, break into the field, or are simply a fan of Bert's work, this book will not disappoint.
Tom Dolan is an impoverished youth who lives in upstate New York with his mother and two sisters. Set in the early part of this century, the story concerns young Tom's fascination with Bert Breen's barn, a huge structure that looms on the landscape, long ago deserted and uninhabited, and the mystery of Bert Breen's ''treasure," a large sum of money rumored to have been buried on the barn grounds. Tom gets the idea into his head that he would like to buy the barn some day and move it down to his own family's land, some seven miles away. The story builds to an exciting conclusion with the reconstruction of the entire barn and a sudden and unexpected answer to young Tom's dreams.
Book #3 Bert's Misadventures - The Quest Bert and his group, which now include Elves and Dwarves meet with Katherine, Queen of Zenerath to inform her of their quest and seek help in forming and army to invade the north. They continue to gather weapons and power, building for the battle that is ahead. Stay with them and find out the surprising end to the misadventure.
It's a story of two lovely squirrels, Stuart and Bert, an adventure journey along with their friends, with detective chapters one after another, stepping their feet into the real world of human jungle with no one there to help. Stuart and Bert need to fight their way back, they have to live and survive, for their loved ones, for themselves. Let's dive right in.
Bert Darrow doesn't just teach his students to fish, he teaches them to live the sport. It's an unusual, holistic approach that comes from thirty-five years of fly fishing, and nearly the same amount of time teaching it. This long-awaited book includes the best of Darrow's approaches to fishing. To teach fly fishing, Darrow brings in elements and analogies from every kind of discipline. Exercise, for instance. Few books or instructors stress the strenuous and aerobic nature of fly fishing, but Darrow understands how important being fit is to fishing right. He describes a simple exercise that will help any angler improve his cast. Or music. Darrow frequently uses music to teach casting, timing the back and forward casts to a 4/4 beat. Or sports. Darrow teaches the casting stroke the same way many tennis coaches approach the serve and the backhand. He also discusses the mental challenges of the sport-things such as focus and patience-in terms that would befit a sports psychologist. It's an approach that has surprised many students, who, when they get to the river, are amazed at how much less time they spend untying knots and pulling flies out of trees, and how much more time they spend catching fish.