Other books that might interest you

• 

  Ultimate Transformer Models...

  Abhiram Ravikumar

  • 0
  • 0
  • 0

  Build Real-World AI with Transformers Powered by PyTorch 2.0.
  Book Description
  Transformer models have revolutionized AI across natural language processing, computer vision, and speech recognition. "Ultimate Transformer Models Using PyTorch 2.0" bridges theory and practice, guiding you from fundamentals to advanced implementations with hands-on projects that build a professional AI portfolio.
  This comprehensive journey spans 11 chapters, beginning with transformer foundations and PyTorch 2.0 setup. With this book, you will master self-attention mechanisms, tackle NLP tasks such as text classification and translation, and then expand into computer vision and speech processing. Advanced topics include BERT and GPT models, the Hugging Face ecosystem, training strategies, and deployment techniques. Each chapter features practical exercises that reinforce learning through real-world applications.
  By the end of this book, you will be able to confidently design, implement, and optimize transformer models for diverse challenges. So, whether revolutionizing language understanding, advancing computer vision, or innovating speech recognition, you will possess both theoretical knowledge and practical expertise to deploy solutions effectively across industries like healthcare, finance, and social media, positioning yourself at the AI revolution's forefront.
  Table of Contents
  1. Understanding the Evolution of Neural Networks
  2. Fundamentals of Transformer Architecture
  3. Getting Started with PyTorch
  4. 
  5. Natural Language Processing with Transformers
  6. Computer Vision with Transformers
  7. Speech Processing with Transformers
  8. Advanced Transformer Models
  9. Using HuggingFace with PyTorch
  10. Training and Fine-Tuning Transformers
  11. Deploying Transformer Models
  12. Transformers in Real-World Applications       
  
  Index

  Show book

• 

  Dream States - Smart Cities...

  John Lorinc

  • 0
  • 0
  • 0

  WINNER OF THE 2022 WRITERS’ TRUST BALSILLIE PRIZE FOR PUBLIC POLICY
  		 
  Is the ‘smart city’ the utopia we’ve been waiting for?
  		 
  The promise of the so-called smart city has been at the forefront of urban planning and development since the early 2010s, and the tech industry that supplies smart city software and hardware is now worth hundreds of billions a year.
  		 
  But the ideas and approaches underpinning smart city tech raise tough and important questions about the future of urban communities, surveillance, automation, and public participation. The smart city era, moreover, belongs firmly in a longer historical narrative about cities — one defined by utopian ideologies, architectural visions, and technological fantasies.
  		 
  Smart streetlights, water and air quality tracking, autonomous vehicles: with examples from all over the world, including New York, Los Angeles, Boston, Portland, and Chicago, Dream States unpacks the world of smart city tech, but also situates this important shift in city-building into a broader story about why we still dream about perfect places.
  		 
  “John Lorinc’s incisive analysis in Dream States reminds us that the search for urban utopia is not new. Throughout the book, Lorinc underscores the fact that a gamut of urban innovations – from smart city megaprojects to e-government to pandemic preparedness tools – only provide promise when scrutinized together with the political, economic, social, and physical complexities of urban life.” – Shauna Brail, University of Toronto
  		 
  “Dream States: Smart Cities, Technology, and the Pursuit of Urban Utopias takes us on a fascinating journey across world cities to show how technology has shaped them in the past and how smart city technology will reshape them in the future. This book is essential reading for policy makers, researchers, and practitioners interested in understanding the opportunities and challenges of smart city technology and what it means for city building.” – Enid Slack, University of Toronto School of Cities
  		 
  “Utopia may be the oldest grift in the city-building business, but Dream States shows that technology is a timeless tool for turning the most ordinary of urban dreams – clean air and water, safe streets, and decent homes – into reality. As digital dilettantes try to sell us on a software overhaul, John Lorinc provides us an indispensable and flawless guide to the must-haves and never-agains of the smart city.” – Anthony Townsend, Urbanist in Residence, Cornell Tech, author of Smart Cities

  Show book

• 

  Saving Ourselves - From Climate...

  Dana R. Fisher

  • 0
  • 0
  • 0

  We've known for decades that climate change is an existential crisis. For just as long, we've seen the complete failure of our institutions to rise to the challenge. Fossil fuel interests maintain a stranglehold on political and economic power. Even though we have seen growing concern from everyday people, civil society has succeeded only in pressuring decision makers to adopt watered-down policies. Is there any hope of achieving the systemic change we need? 
   
   
   
  Dana R. Fisher argues that there is a realistic path forward for climate action—but only through mass mobilization that responds to the growing severity and frequency of disastrous events. She assesses the current state of affairs and shows why public policy and private-sector efforts have been ineffective. Spurred by this lack of progress, climate activism has become increasingly confrontational. Fisher examines the radical flank of the climate movement: its emergence and growth, its use of direct action, and how it might evolve as the climate crisis worsens. She considers when and how activism is most successful, identifying the importance of creating community, capitalizing on shocking moments, and cultivating resilience. Clear-eyed yet optimistic, Saving Ourselves offers timely insights on how social movements can take power back and open windows of opportunity for transformative climate action.

  Show book

• 

  Teaching Primary Programming...

  Phil Bagge

  • 0
  • 0
  • 0

  Scratch teaching and learning made easy thanks to up-to-date, classroom-tested methodologies. Draws on the expertise of Code-IT and HIAS.

  Show book

• 

  Guardians of the Digital Realm:...

  Samantha Reed

  • 0
  • 0
  • 0

  Anyone keen to understand the intricacies of cybersecurity and ethical hacking will find "Guardians of the Digital Realm: Navigating Cybersecurity and Ethical Hacking: Strategies, Techniques, and Best Practices for Protecting Data and Systems" invaluable. This thorough book explores cybersecurity fundamentals in great detail, giving readers a firm grasp of the dynamic threat landscape and the frameworks created to reduce these risks. 
  The book covers many topics by combining theoretical knowledge with practical approaches. The principles of ethical hacking, including moral and legal issues, will be covered, and readers will acquire useful techniques for spotting and fixing flaws. With an emphasis on crucial facets of risk management, security measures, and data protection protocols, the book ensures that readers are prepared to defend their digital assets. 
  "Guardians of the Digital Realm" prepares readers for upcoming issues by examining cutting-edge developments including artificial intelligence, cloud computing, IoT security, and fundamental subjects. The book's focus on real-world case studies offers readers insightful analysis of effective cybersecurity deployments and lessons learned from well-publicized attacks, making them feel informed and prepared. 
  This book fosters a safe and resilient cyber environment, making it an essential resource for novices and seasoned professionals. Whether you're just starting or have years of experience, "Guardians of the Digital Realm" provides the information and resources you need to safeguard our digital world.

  Show book

• 

  The American Chestnut - An...

  Donald Edward Davis

  • 0
  • 0
  • 0

  Before 1910 the American chestnut was one of the most common trees in the eastern United States. An important natural resource, chestnut wood was preferred for woodworking, fencing, and building construction, as it was rot resistant and straight grained. The hearty and delicious nuts also fed wildlife, people, and livestock. 
   
   
   
  Ironically, the tree that most piqued the emotions of nineteenth- and early twentieth-century Americans has virtually disappeared from the eastern United States. After a blight fungus was introduced into the United States during the late nineteenth century, the American chestnut became functionally extinct. Although the virtual eradication of the species caused one of the greatest ecological catastrophes since the last ice age, considerable folklore about the American chestnut remains. 
   
   
   
  The American Chestnut tells the story of the American chestnut from Native American prehistory through the Civil War and the Great Depression. Davis documents the tree's impact on nineteenth-and early twentieth-century American life, including the decorative and culinary arts. The author also evaluates efforts to restore the American chestnut to its former place in the eastern deciduous forest, including modern attempts to genetically modify the species.

  Show book