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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.
"Bert Wilson, Wireless Operator" by J.W. Duffield is an engaging and enthralling novel that follows the adventures of its protagonist, Bert Wilson, as he embarks on a journey into the world of wireless communication and becomes a skilled wireless operator. The story introduces readers to Bert Wilson, a young and curious individual with a fascination for technology and communication. As the world undergoes rapid changes with the invention and development of wireless telegraphy, Bert's interest is piqued, and he becomes determined to master the art of wireless operation. With a natural aptitude for technology and a relentless drive to learn, Bert's journey into the world of wireless communication forms the heart of the narrative. Set against the backdrop of a rapidly evolving technological landscape, the novel offers a detailed and immersive portrayal of the intricacies of wireless communication. Through Bert's experiences, readers gain insight into the technical aspects of wireless telegraphy, including the equipment, protocols, and skills required to transmit and receive messages over long distances. The author's meticulous descriptions and attention to detail bring the world of wireless operation to life, making it both accessible and fascinating to readers. Throughout the novel, Bert's character shines as a determined and resourceful individual. As he navigates the challenges and complexities of mastering wireless communication, Bert's intelligence, problem-solving abilities, and unwavering dedication set him apart. His journey is not without obstacles, and readers witness his growth as he overcomes challenges, learns from his mistakes, and becomes a proficient wireless operator. Beyond the technical aspects, "Bert Wilson, Wireless Operator" also explores the impact of wireless communication on society and the world at large. Bert's work as a wireless operator places him at the center of significant historical events, enabling him to play a role in important developments and contribute to communication during critical moments. The novel underscores the vital role that communication technology plays in connecting people, disseminating information, and shaping the course of history. At its core, the novel delves into themes of curiosity, innovation, and the pursuit of knowledge. Bert's story highlights the power of determination and the rewards that come from embracing new technologies and pushing the boundaries of one's capabilities. The novel's exploration of the rapidly changing technological landscape serves as a reminder of the continuous evolution of human innovation and the profound impact it can have on society. "Bert Wilson, Wireless Operator" is a captivating and thought-provoking tale that appeals to readers of all ages. Through Bert's journey, readers are invited to explore the world of wireless communication, gain a deeper understanding of its significance, and witness the personal growth and achievements of a determined and talented protagonist. The novel's blend of historical context, technical insights, and themes of discovery make it an engaging read for anyone intrigued by the intersections of technology, communication, and human ambition.
Creating Q*bert and Other Classic Video Arcade Games takes you inside the video arcade game industry during the classic decades of the 1980s and 1990s. Warren Davis, the creator of the groundbreaking Q*bert, worked as a member of the creative teams who developed some of the most popular video games of all time, including Joust 2, Mortal Kombat, NBA Jam, and Revolution X. In a witty and entertaining narrative, Davis shares insightful stories that offer a behind-the-scenes look at what it was like to work as a designer and programmer at the most influential and dominant video arcade game manufacturers of the era, including Gottlieb, Williams/Bally/Midway, and Premiere. Likewise, the talented artists, designers, creators, and programmers Davis has collaborated with over the years reads like a who’s who of video gaming history: Eugene Jarvis, Tim Skelly, Ed Boon, Jeff Lee, Dave Thiel, John Newcomer, George Petro, Jack Haegar, and Dennis Nordman, among many others. The impact Davis has had on the video arcade game industry is deep and varied. At Williams, Davis created and maintained the revolutionary digitizing system that allowed actors and other photo-realistic imagery to be utilized in such games as Mortal Kombat, T2, and NBA Jam. When Davis worked on the fabled Us vs. Them, it was the first time a video game integrated a live action story with arcade-style graphics. On the one-of-a-kind Exterminator, Davis developed a brand new video game hardware system, and created a unique joystick that sensed both omni-directional movement and rotation, a first at that time. For Revolution X, he created a display system that simulated a pseudo-3D environment on 2D hardware, as well as a tool for artists that facilitated the building of virtual worlds and the seamless integration of the artist’s work into game code. Whether you’re looking for insights into the Golden Age of Arcades, would like to learn how Davis first discovered his design and programming skills as a teenager working with a 1960s computer called a Monrobot XI, or want to get the inside scoop on what it was like to film the Rock and Roll Hall of Fame band Aerosmith for Revolution X, Davis’s memoir provides a backstage tour of the arcade and video game industry during its most definitive and influential period.
In 'Bert Wilson's Twin Cylinder Racer' by J. W. Duffield, readers are transported to the thrilling world of auto racing in the early 20th century. The book, written in a vivid and descriptive literary style, captures the excitement and danger of racing as the protagonist navigates the competitive landscape of the sport. Duffield's attention to detail and historical accuracy provides a rich literary context for readers to immerse themselves in the era of early automobile races, making the story both entertaining and educational. The use of technical terminology adds authenticity to the narrative, enhancing the reader's understanding of the racing world. The plot unfolds with well-paced action scenes and character development, making it a gripping read for fans of both racing and historical fiction. J. W. Duffield, a known enthusiast of vintage cars and racing history, brings his passion to life in 'Bert Wilson's Twin Cylinder Racer'. His background in exploring and restoring antique automobiles lends credibility to the authenticity of the story, enabling readers to connect with the characters and settings on a deeper level. Duffield's expertise and research shine through in his writing, creating a compelling and engaging tale that resonates with readers of all ages. I highly recommend 'Bert Wilson's Twin Cylinder Racer' to anyone interested in the thrills of early auto racing and historical fiction. J. W. Duffield's masterful storytelling and attention to detail make this book a must-read for fans of the genre, offering a captivating journey back in time to the golden age of racing.