Getting Started With Google Bert

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Getting Started with Google BERT

Author : Sudharsan Ravichandiran
Publisher : Packt Publishing Ltd
Page : 340 pages
File Size : 41,7 Mb
Release : 2021-01-22
Category : Computers
ISBN : 9781838826239

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Getting Started with Google BERT by Sudharsan Ravichandiran Pdf

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.

Getting started with Deep Learning for Natural Language Processing

Author : Sunil Patel
Publisher : BPB Publications
Page : 407 pages
File Size : 52,8 Mb
Release : 2021-01-13
Category : Computers
ISBN : 9789389898118

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Getting started with Deep Learning for Natural Language Processing by Sunil Patel Pdf

Learn how to redesign NLP applications from scratch. KEY FEATURESÊÊ ¥ Get familiar with the basics of any Machine Learning or Deep Learning application. ¥ Understand how does preprocessing work in NLP pipeline. ¥ Use simple PyTorch snippets to create basic building blocks of the network commonly used inÊ NLP.Ê ¥ Learn how to build a complex NLP application. ¥ Get familiar with the advanced embedding technique, Generative network, and Audio signal processing techniques. ÊÊ DESCRIPTIONÊ Natural language processing (NLP) is one of the areas where many Machine Learning and Deep Learning techniques are applied. This book covers wide areas, including the fundamentals of Machine Learning, Understanding and optimizing Hyperparameters, Convolution Neural Networks (CNN), and Recurrent Neural Networks (RNN). This book not only covers the classical concept of text processing but also shares the recent advancements. This book will empower users in designing networks with the least computational and time complexity. This book not only covers basics of Natural Language Processing but also helps in deciphering the logic behind advanced concepts/architecture such as Batch Normalization, Position Embedding, DenseNet, Attention Mechanism, Highway Networks, Transformer models and Siamese Networks. This book also covers recent advancements such as ELMo-BiLM, SkipThought, and Bert. This book also covers practical implementation with step by step explanation of deep learning techniques in Topic Modelling, Text Generation, Named Entity Recognition, Text Summarization, and Language Translation. In addition to this, very advanced and open to research topics such as Generative Adversarial Network and Speech Processing are also covered. WHAT YOU WILL LEARNÊ ¥ Learn how to leveraging GPU for Deep Learning ¥ Learn how to use complex embedding models such as BERT ¥ Get familiar with the common NLP applications. ¥ Learn how to use GANs in NLP ¥ Learn how to process Speech data and implementing it in Speech applications Ê WHO THIS BOOK IS FORÊ This book is a must-read to everyone who wishes to start the career with Machine learning and Deep Learning. This book is also for those who want to use GPU for developing Deep Learning applications. TABLE OF CONTENTSÊÊ 1. Understanding the basics of learning Process 2. Text Processing Techniques 3. Representing Language Mathematically 4. Using RNN for NLP 5. Applying CNN In NLP Tasks 6. Accelerating NLP with Advanced Embeddings 7. Applying Deep Learning to NLP tasks 8. Application of Complex Architectures in NLP 9. Understanding Generative Networks 10. Techniques of Speech Processing 11. The Road Ahead

Bert Wilson, Wireless Operator

Author : J. W. Duffield
Publisher : BoD - Books on Demand
Page : 148 pages
File Size : 46,8 Mb
Release : 2023-08-16
Category : Fiction
ISBN : 9791041847600

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Bert Wilson, Wireless Operator by J. W. Duffield Pdf

"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.

Bert Wilson at the Wheel

Author : J. W. Duffield
Publisher : Library of Alexandria
Page : 220 pages
File Size : 48,5 Mb
Release : 1924
Category : Automobiles
ISBN : 9781465519412

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Bert Wilson at the Wheel by J. W. Duffield Pdf

Bert Wilson on the Gridiron

Author : J. Duffield
Publisher : Litres
Page : 128 pages
File Size : 48,6 Mb
Release : 2017-09-05
Category : Fiction
ISBN : 9785040461202

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Bert Wilson on the Gridiron by J. Duffield Pdf

Bert and Norah: the Nickel Dime Murders

Author : Bernard H. Burgess
Publisher : iUniverse
Page : 322 pages
File Size : 47,5 Mb
Release : 2019-07-30
Category : Fiction
ISBN : 9781532075681

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Bert and Norah: the Nickel Dime Murders by Bernard H. Burgess Pdf

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's Twin Cylinder Racer

Author : J. W. Duffield
Publisher : Good Press
Page : 133 pages
File Size : 49,9 Mb
Release : 2023-09-18
Category : Juvenile Fiction
ISBN : EAN:8596547583523

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Bert Wilson's Twin Cylinder Racer by J. W. Duffield Pdf

"Bert Wilson's Twin Cylinder Racer" by J. W. Duffield. Published by Good Press. Good Press publishes a wide range of titles that encompasses every genre. From well-known classics & literary fiction and non-fiction to forgotten−or yet undiscovered gems−of world literature, we issue the books that need to be read. Each Good Press edition has been meticulously edited and formatted to boost readability for all e-readers and devices. Our goal is to produce eBooks that are user-friendly and accessible to everyone in a high-quality digital format.

Bert Breen's Barn

Author : Walter D. Edmonds
Publisher : Syracuse University Press
Page : 284 pages
File Size : 48,7 Mb
Release : 1991-06-01
Category : Juvenile Fiction
ISBN : 0815602553

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Bert Breen's Barn by Walter D. Edmonds Pdf

A young man attempts to claim ownership to an old barn rumored to contain hidden treasure. 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.

Bert Wilson's Twin Cylinder Racer

Author : J. Duffield
Publisher : Litres
Page : 128 pages
File Size : 45,6 Mb
Release : 2017-09-05
Category : Fiction
ISBN : 9785040516629

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Bert Wilson's Twin Cylinder Racer by J. Duffield Pdf

Creating Q*bert and Other Classic Video Arcade Games

Author : Warren Davis
Publisher : Santa Monica Press
Page : 236 pages
File Size : 45,7 Mb
Release : 2022-01-11
Category : Games & Activities
ISBN : 9781595807854

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Creating Q*bert and Other Classic Video Arcade Games by Warren Davis Pdf

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.

Bert's Misadventures - The Quest

Author : Arthur W. Matcham
Publisher : Lulu.com
Page : 228 pages
File Size : 46,7 Mb
Release : 2014-09-07
Category : Fiction
ISBN : 9781304740236

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Bert's Misadventures - The Quest by Arthur W. Matcham Pdf

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.

Bert Wilson at Panama

Author : J. W. Duffield
Publisher : Good Press
Page : 128 pages
File Size : 47,7 Mb
Release : 2023-10-04
Category : Juvenile Fiction
ISBN : EAN:8596547562399

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Bert Wilson at Panama by J. W. Duffield Pdf

"Bert Wilson at Panama" by J. W. Duffield. Published by Good Press. Good Press publishes a wide range of titles that encompasses every genre. From well-known classics & literary fiction and non-fiction to forgotten−or yet undiscovered gems−of world literature, we issue the books that need to be read. Each Good Press edition has been meticulously edited and formatted to boost readability for all e-readers and devices. Our goal is to produce eBooks that are user-friendly and accessible to everyone in a high-quality digital format.

Bert Wilson in the Rockies

Author : J. W. Duffield
Publisher : Good Press
Page : 132 pages
File Size : 50,8 Mb
Release : 2023-08-22
Category : Juvenile Nonfiction
ISBN : EAN:8596547524748

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Bert Wilson in the Rockies by J. W. Duffield Pdf

"Bert Wilson in the Rockies" by J. W. Duffield. Published by Good Press. Good Press publishes a wide range of titles that encompasses every genre. From well-known classics & literary fiction and non-fiction to forgotten−or yet undiscovered gems−of world literature, we issue the books that need to be read. Each Good Press edition has been meticulously edited and formatted to boost readability for all e-readers and devices. Our goal is to produce eBooks that are user-friendly and accessible to everyone in a high-quality digital format.

Bert Wilson at Panama

Author : J. Duffield
Publisher : Litres
Page : 128 pages
File Size : 52,5 Mb
Release : 2017-09-05
Category : Fiction
ISBN : 9785040492848

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Bert Wilson at Panama by J. Duffield Pdf

Bert Wilson's Fadeaway Ball

Author : J. W. Duffield
Publisher : Good Press
Page : 126 pages
File Size : 55,7 Mb
Release : 2023-09-18
Category : Juvenile Fiction
ISBN : EAN:8596547579212

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Bert Wilson's Fadeaway Ball by J. W. Duffield Pdf

"Bert Wilson's Fadeaway Ball" by J. W. Duffield. Published by Good Press. Good Press publishes a wide range of titles that encompasses every genre. From well-known classics & literary fiction and non-fiction to forgotten−or yet undiscovered gems−of world literature, we issue the books that need to be read. Each Good Press edition has been meticulously edited and formatted to boost readability for all e-readers and devices. Our goal is to produce eBooks that are user-friendly and accessible to everyone in a high-quality digital format.