Download or read book Gemini Nano written by StoryBuddiesPlay and published by StoryBuddiesPlay. This book was released on 2024-06-14 with total page 46 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unleash the power of on-device AI with Gemini Nano! This comprehensive guide dives into everything you need to know about Google's innovative lightweight AI model designed specifically for mobile app development. Transform Your Apps with On-Device Processing: Discover how Gemini Nano empowers you to create intelligent mobile apps that deliver: Faster Response Times: Process information directly on the device, eliminating reliance on network latency for a smoother user experience. Enhanced User Privacy: Keep user data secure on the device, minimizing privacy risks and fostering trust. Uninterrupted Functionality: Gemini Nano ensures your apps function seamlessly even without an internet connection, ideal for situations with limited or unreliable network access. Explore Gemini Nano's Core Capabilities: Text Processing: Summarize lengthy documents, answer questions within written content, and extract key entities for powerful information organization. Text Generation: Proofread and correct writing, generate suggestions for sentence completion and rephrasing, and elevate the overall quality of your users' communication. Text Classification: Analyze sentiment to understand emotional tone, identify moods within written content, and personalize user experiences effectively. Go Beyond Pre-Trained Models: Fine-Tuning for Peak Performance This guide unveils how to fine-tune Gemini Nano for specific tasks within your mobile app. Learn about: Customizing the Model: Tailor Gemini Nano's capabilities to excel at a particular task unique to your app's needs. Leveraging Transfer Learning: Build upon the pre-trained knowledge of Gemini Nano while fine-tuning it on your own targeted dataset for optimal performance. Optimizing for Accuracy and Efficiency: Strike the perfect balance between achieving high accuracy and maintaining efficient resource usage on mobile devices. Empower Responsible Development: Security and Addressing Bias The guide equips you with the knowledge to approach development responsibly. Explore: Security Considerations: Maintain robust security practices to protect user data and ensure the integrity of your app. Bias Detection and Mitigation Techniques: Identify and address potential biases within the AI model to promote fair and inclusive app experiences. Embrace the Future of Mobile Apps with Gemini Nano Look towards the exciting possibilities that lie ahead with on-device AI. This guide explores: Expanding Capabilities: Stay informed about the latest advancements in Gemini Nano, including new features, broader language support, and deeper integration with other on-device technologies. A Lower Barrier to Entry for AI Features: Witness how Gemini Nano empowers developers of all skill sets to incorporate intelligent features into their mobile apps. A Focus on User Privacy and Offline Functionality: The guide emphasizes the importance of user privacy and highlights how Gemini Nano prioritizes secure on-device processing while ensuring app functionality remains uninterrupted even without an internet connection. Get Started Today! This comprehensive guide equips you with the knowledge and resources to leverage Gemini Nano and unlock the potential of on-device AI for your mobile app development journey.

Download or read book Python 3 Data Visualization Using Google Gemini written by Oswald Campesato and published by Stylus Publishing, LLC. This book was released on 2024-03-30 with total page 199 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a comprehensive guide to leveraging Python-based data visualization techniques with the innovative capabilities of Google Gemini. Tailored for individuals proficient in Python seeking to enhance their visualization skills, it explores essential libraries like Pandas, Matplotlib, and Seaborn, along with insights into the innovative Gemini platform. With a focus on practicality and efficiency, it delivers a rapid yet thorough exploration of data visualization methodologies, supported by Gemini-generated code samples. Companion files with source code and figures are available for downloading. FEATURES: Covers Python-based data visualization libraries and techniques Includes practical examples and Gemini-generated code samples for efficient learning Integrates Google Gemini for advanced data visualization capabilities Sets up a conducive development environment for a seamless coding experience Includes companion files for downloading with source code and figures

Download or read book Google Gemini for Python written by Oswald Campesato and published by Stylus Publishing, LLC. This book was released on 2024-03-07 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a bridge between the worlds of Python 3 programming and Generative AI, aiming to equip readers with the skills to navigate both domains with confidence. It begins with an introduction to fundamental aspects of Python programming, which include various data types, number formatting, Unicode and UTF-8 handling, and text manipulation techniques. In addition, you will learn about loops, functions, data structures, NumPy, Pandas, conditional logic, and reserved words in Python. Further chapters show how to handle user input, manage exceptions, and work with command-line arguments. The text then transitions to the realm of Generative AI, discussing its distinction from Conversational AI. Popular platforms and models, including Bard (now called “Gemini”) and its competitors, are presented to give readers an understanding of the current AI landscape. The book discusses the capabilities of Bard, its strengths, weaknesses, and potential applications. Finally, you will learn how to generate a variety of Python 3 code samples via Bard. FEATURES: Includes a chapter on how to generate a variety of Python 3 code samples via Gemini Covers basic concepts of Python 3 such as loops, conditional logic, reserved words, user input, manage exceptions, work with command-line arguments, and more Includes companion files for downloading with source code and figures

Download or read book CSS3 and SVG with Gemini written by Oswald Campesato and published by Walter de Gruyter GmbH & Co KG. This book was released on 2024-07-14 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is designed to equip you with the knowledge and skills necessary to navigate the intersection of web development and artificial intelligence (AI). It covers various aspects of modern web development and AI technologies, with a particular emphasis on Generative AI, CSS3, SVG, JavaScript, HTML, and popular web features like 3D animations and gradients. By exploring these topics, readers will gain a deeper understanding of how AI can enhance web development processes and how to leverage AI models like Google Gemini to streamline development workflows. Web developers, UI/UX designers, and software engineers seeking to blend traditional web development skills with the latest AI technologies will find this book to be a valuable resource.

Download or read book Organic Materials as Smart Nanocarriers for Drug Delivery written by Alexandru Mihai Grumezescu and published by William Andrew. This book was released on 2018-03-26 with total page 770 pages. Available in PDF, EPUB and Kindle. Book excerpt: Organic Materials as Smart Nanocarriers for Drug Delivery presents the latest developments in the area of organic frameworks used in pharmaceutical nanotechnology. An up-to-date overview of organic smart nanocarriers is explored, along with the different types of nanocarriers, including polymeric micelles, cyclodextrins, hydrogels, lipid nanoparticles and nanoemlusions. Written by a diverse range of international academics, this book is a valuable reference for researchers in biomaterials, the pharmaceutical industry, and those who want to learn more about the current applications of organic smart nanocarriers. - Explores the most recent molecular- and structure-based applications of organic smart nanocarriers in drug delivery - Highlights different smart nanocarriers and assesses their intricate organic structural properties for improving drug delivery - Assesses how molecular organic frameworks lead to more effective drug delivery systems

Download or read book Building LLM Powered Applications written by Valentina Alto and published by Packt Publishing Ltd. This book was released on 2024-05-22 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: Get hands-on with GPT 3.5, GPT 4, LangChain, Llama 2, Falcon LLM and more, to build LLM-powered sophisticated AI applications Key Features Embed LLMs into real-world applications Use LangChain to orchestrate LLMs and their components within applications Grasp basic and advanced techniques of prompt engineering Book DescriptionBuilding LLM Powered Applications delves into the fundamental concepts, cutting-edge technologies, and practical applications that LLMs offer, ultimately paving the way for the emergence of large foundation models (LFMs) that extend the boundaries of AI capabilities. The book begins with an in-depth introduction to LLMs. We then explore various mainstream architectural frameworks, including both proprietary models (GPT 3.5/4) and open-source models (Falcon LLM), and analyze their unique strengths and differences. Moving ahead, with a focus on the Python-based, lightweight framework called LangChain, we guide you through the process of creating intelligent agents capable of retrieving information from unstructured data and engaging with structured data using LLMs and powerful toolkits. Furthermore, the book ventures into the realm of LFMs, which transcend language modeling to encompass various AI tasks and modalities, such as vision and audio. Whether you are a seasoned AI expert or a newcomer to the field, this book is your roadmap to unlock the full potential of LLMs and forge a new era of intelligent machines.What you will learn Explore the core components of LLM architecture, including encoder-decoder blocks and embeddings Understand the unique features of LLMs like GPT-3.5/4, Llama 2, and Falcon LLM Use AI orchestrators like LangChain, with Streamlit for the frontend Get familiar with LLM components such as memory, prompts, and tools Learn how to use non-parametric knowledge and vector databases Understand the implications of LFMs for AI research and industry applications Customize your LLMs with fine tuning Learn about the ethical implications of LLM-powered applications Who this book is for Software engineers and data scientists who want hands-on guidance for applying LLMs to build applications. The book will also appeal to technical leaders, students, and researchers interested in applied LLM topics. We don’t assume previous experience with LLM specifically. But readers should have core ML/software engineering fundamentals to understand and apply the content.

Download or read book Google Machine Learning and Generative AI for Solutions Architects written by Kieran Kavanagh and published by Packt Publishing Ltd. This book was released on 2024-06-28 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt: Architect and run real-world AI/ML solutions at scale on Google Cloud, and discover best practices to address common industry challenges effectively Key Features Understand key concepts, from fundamentals through to complex topics, via a methodical approach Build real-world end-to-end MLOps solutions and generative AI applications on Google Cloud Get your hands on a code repository with over 20 hands-on projects for all stages of the ML model development lifecycle Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionMost companies today are incorporating AI/ML into their businesses. Building and running apps utilizing AI/ML effectively is tough. This book, authored by a principal architect with about two decades of industry experience, who has led cross-functional teams to design, plan, implement, and govern enterprise cloud strategies, shows you exactly how to design and run AI/ML workloads successfully using years of experience from some of the world’s leading tech companies. You’ll get a clear understanding of essential fundamental AI/ML concepts, before moving on to complex topics with the help of examples and hands-on activities. This will help you explore advanced, cutting-edge AI/ML applications that address real-world use cases in today’s market. You’ll recognize the common challenges that companies face when implementing AI/ML workloads, and discover industry-proven best practices to overcome these. The chapters also teach you about the vast AI/ML landscape on Google Cloud and how to implement all the steps needed in a typical AI/ML project. You’ll use services such as BigQuery to prepare data; Vertex AI to train, deploy, monitor, and scale models in production; as well as MLOps to automate the entire process. By the end of this book, you will be able to unlock the full potential of Google Cloud's AI/ML offerings.What you will learn Build solutions with open-source offerings on Google Cloud, such as TensorFlow, PyTorch, and Spark Source, understand, and prepare data for ML workloads Build, train, and deploy ML models on Google Cloud Create an effective MLOps strategy and implement MLOps workloads on Google Cloud Discover common challenges in typical AI/ML projects and get solutions from experts Explore vector databases and their importance in Generative AI applications Uncover new Gen AI patterns such as Retrieval Augmented Generation (RAG), agents, and agentic workflows Who this book is for This book is for aspiring solutions architects looking to design and implement AI/ML solutions on Google Cloud. Although this book is suitable for both beginners and experienced practitioners, basic knowledge of Python and ML concepts is required. The book focuses on how AI/ML is used in the real world on Google Cloud. It briefly covers the basics at the beginning to establish a baseline for you, but it does not go into depth on the underlying mathematical concepts that are readily available in academic material.

Download or read book Engineering of Nanobiomaterials written by Alexandru Grumezescu and published by William Andrew. This book was released on 2016-01-14 with total page 564 pages. Available in PDF, EPUB and Kindle. Book excerpt: Engineering of Nanobiomaterials presents the most recent information regarding the specific modifications of nanomaterials and of their synthesis methods, in order to obtain particular structures for different biomedical purposes. This book enables the results of current research to reach those who wish to use this knowledge in an applied setting. Engineered nanobiomaterials, designed from organic or inorganic raw materials, offer promising alternatives in many biomedical applications. In this book, eminent researchers from around the world discuss the various applications, including antibacterial therapy, biosensors, cancer therapy, stimuli-responsive drug release, drug delivery, gene therapy and visual prostheses. In each case, advantages, drawbacks and future potential are outlined. This book will be of interest to students, postdoctoral researchers and professors engaged in the fields of materials science, biotechnology and applied chemistry. It will also be highly valuable to those working in industry, including pharmaceutics and biotechnology companies, medical researchers, biomedical engineers and advanced clinicians. - An up-to-date and highly structured reference source for students, researchers and practitioners working in biomedical, biotechnological and engineering fields - A valuable guide to recent scientific progress, covering major and emerging applications of nanomaterials in the biomedical field - Proposes novel opportunities and ideas for developing or improving engineering technologies in nanomedicine/nanobiology

Download or read book Drug Delivery Using Nanomaterials written by Yasser Shahzad and published by CRC Press. This book was released on 2022-01-18 with total page 431 pages. Available in PDF, EPUB and Kindle. Book excerpt: After the drug discovery and development process, designing suitable formulations to safely deliver the optimum dose, while avoiding side effects, has been a constant challenge, especially when drugs are very toxic and have poor solubility and undesirable clearance profiles. With recent advances in synthetic technologies, nanoparticles can be custom-made from a variety of advanced materials to mimic the bioenvironment and can be equipped with various targeting and imaging moieties for site-specific delivery and real-time imaging. Drug Delivery Using Nanomaterials covers advancements in the field of nanoparticle-based drug-delivery systems, along with all the aspects needed for a successful and marketable nanoformulation. FEATURES Offers a general overview of the entire process involved in the synthesis and characterization of pharmaceutical nanoparticles Covers a broad range of synthetic materials for developing nanoformulations customized for specific disease states, target organs, and drugs Every chapter sequentially builds, providing a progressive pathway from classical nanoparticles to the more advanced to be used as a full drug product by consumers Provides information in a bottom-up manner in that definitions and explanations of relevant background information serve as a framework for understanding advanced concepts This user-friendly reference is aimed at materials engineers, chemical engineers, biomedical engineers, pharmaceutical scientists, chemists, and others working on advanced drug delivery, from academia as well as industry.

Download or read book Advances in Information Communication Technology and Computing written by Vishal Goar and published by Springer Nature. This book was released on with total page 872 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Horizons in Clinical Nanomedicine written by Varvara Karagkiozaki and published by CRC Press. This book was released on 2014-10-28 with total page 364 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nanomedicine-the application of nanotechnology to health sciences-has the potential to address many important medical problems by exploiting the advanced physicochemical characteristics of nanostructured materials and devices. It can revolutionize conventional medicine by offering cutting-edge developments in the processes of diagnosing, treating,

Download or read book Research Tendencies and Prospect Domains for AI Development and Implementation written by Yuriy P. Kondratenko and published by CRC Press. This book was released on 2024-11-18 with total page 169 pages. Available in PDF, EPUB and Kindle. Book excerpt: This River Rapid explores artificial intelligence (AI) implementation priorities, prospect domains, and new research tendencies and trends for AI development and implementation. Part 1 is devoted to the world’s priorities in AI implementation. Its main components are based on the analysis of the 50 National strategies for AI development, the world’s and NATO’s priorities in AI’s implementation, and methodological aspects for creating the Ukrainian AI conception and strategy, key priority areas for the introduction of AI in Ukraine, the conscience approach to AI systems design, and the discussion on the new generation computer system with embedded AI. Special attention is paid to perspectives of AI implementation in education and interrelation and inter-influence between AI and educational systems. Part 2 is devoted to some new tendencies in AI development and implementation. Many scientific results and discussions are directed to some new trends in contemporary AI research: AI systems and tools for shipping and shipbuilding; quantum computing and color optical fuzzy computing in applied AI’s R&D; AI for increasing the efficiency of the decision-making processes; neural networks for solving classification and recognition tasks. This book provides an overview of the recent developments in advanced AI systems including new theoretical findings and successful examples of practical implementation of the AI tools in different areas of human activities. The chapters are presented by invited high-caliber scientists from different countries (Ukraine, the United States of America, Poland, Norway, and the People’s Republic of China).

Download or read book Nano Net written by Maggie Xiaoyan Cheng and published by Springer Science & Business Media. This book was released on 2009-07-21 with total page 143 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the Third International Conference on Nano-Networks, Nano-Net, held in Boston, MS, USA, in September 2008. The 17 revised full papers presented together with 5 invited presentations were carefully reviewed and selected. The papers address the whole spectrum of Nano-Networks and spans topis like modeling, simulation, statdards, architectural aspects, novel information and graph theory aspects, device physics and interconnects, nanorobotics as well as nano-biological systems.

Download or read book Large Language Models written by Oswald Campesato and published by Stylus Publishing, LLC. This book was released on 2024-09-17 with total page 517 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book begins with an overview of the Generative AI landscape, distinguishing it from conversational AI and shedding light on the roles of key players like DeepMind and OpenAI. It then reviews the intricacies of ChatGPT, GPT-4, Meta AI, Claude 3, and Gemini, examining their capabilities, strengths, and competitors. Readers will also gain insights into the BERT family of LLMs, including ALBERT, DistilBERT, and XLNet, and how these models have revolutionized natural language processing. Further, the book covers prompt engineering techniques, essential for optimizing the outputs of AI models, and addresses the challenges of working with LLMs, including the phenomenon of hallucinations and the nuances of fine-tuning these advanced models. Designed for software developers, AI researchers, and technology enthusiasts with a foundational understanding of AI, this book offers both theoretical insights and practical code examples in Python. Companion files with code, figures, and datasets are available for downloading from the publisher. FEATURES: Covers in-depth explanations of foundational and advanced LLM concepts, including BERT, GPT-4, and prompt engineering Uses practical Python code samples in leveraging LLM functionalities effectively Discusses future trends, ethical considerations, and the evolving landscape of AI technologies Includes companion files with code, datasets, and images from the book -- available from the publisher for downloading (with proof of purchase)

Download or read book ChatGPT and the Future of AI written by Terrence J. Sejnowski and published by MIT Press. This book was released on 2024-10-29 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: An insightful exploration of Chat GPT and other advanced AI systems—how we got here, where we’re headed, and what it all means for how we interact with the world. In ChatGPT and the Future of AI, the sequel to The Deep Learning Revolution, Terrence Sejnowski offers a nuanced exploration of large language models (LLMs) like ChatGPT and what their future holds. How should we go about understanding LLMs? Do these language models truly understand what they are saying? Or is it possible that what appears to be intelligence in LLMs may be a mirror that merely reflects the intelligence of the interviewer? In this book, Sejnowski, a pioneer in computational approaches to understanding brain function, answers all our urgent questions about this astonishing new technology. Sejnowski begins by describing the debates surrounding LLMs’ comprehension of language and exploring the notions of “thinking” and “intelligence.” He then takes a deep dive into the historical evolution of language models, focusing on the role of transformers, the correlation between computing power and model size, and the intricate mathematics shaping LLMs. Sejnowski also provides insight into the historical roots of LLMs and discusses the potential future of AI, focusing on next-generation LLMs inspired by nature and the importance of developing energy-efficient technologies. Grounded in Sejnowski’s dual expertise in AI and neuroscience, ChatGPT and the Future of AI is the definitive guide to understanding the intersection of AI and human intelligence.

Download or read book Generative AI and Education written by B. Mairéad Pratschke and published by Springer Nature. This book was released on with total page 126 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Handbook of Nanobiomedical Research written by Vladimir Torchilin and published by World Scientific. This book was released on 2014 with total page 2348 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book consists of 4 volumes containing about 70 chapters covering all the major aspects of the growing area of nanomedicine. Leading scientists from 15 countries cover all major areas of nanobiomedical research materials for nanomedicine, application of nanomedicine in therapy of various diseases, use of nanomedicines for diagnostic purposes, technology of nanomedicines, and new trends in nanobiomedical research. This is the first detailed handbook specifically addressing various aspects of nanobiomedicine. Readers are treated to cutting-edge research and the newest data from leading researchers in this area.Contents: "Materials for Nanomedicine: "Liposomal Nanomedicines "(Amr S Abu Lila, Tatsuhiro Ishida and Theresa M Allen)"Solid Lipid Nanoparticles for Biomedical Applications "(Karsten Mader)"Micellar Nanopreparations for Medicine "(Rupa Sawant and Aditi Jhaveri)"Nanoemulsions in Medicine "(William B Tucker and Sandro Mecozzi)"Drug Nanocrystals and Nanosuspensions in Medicine "(Leena Peltonen, Jouni Hirvonen and Timo Laaksonen)"Polymeric Nanosystems for Integrated Image-Guided Cancer Therapy "(Amit Singh, Arun K Iyer and Mansoor M Amiji)"Polysaccharide-Based Nanocarriers for Drug Delivery "(Carmen Teijeiro, Adam McGlone, Noemi Csaba, Marcos Garcia-Fuentes and Maria J Alonso)"Dendrimers for Biomedical Applications "(Lisa M Kaminskas, Victoria M McLeod, Seth A Jones, Ben J Boyd and Christopher J H Porter)"Layer-by-Layer Nanopreparations for Medicine Smart Polyelectrolyte Multilayer Capsules and Coatings "(Rawil F Fakhrullin, Gleb B Sukhorukov and Yuri M Lvov)"Inorganic Nanopreparations for Nanomedicine "(James Ramos and Kaushal Rege)"Silica-Based Nanoparticles for Biomedical Imaging and Drug Delivery Applications "(Stephanie A Kramer and Wenbin Lin)"Carbon Nanotubes in Biomedical Applications "(Krunal K Mehta, Elena E Paskaleva, Jonathan S Dordick and Ravi S Kane)"Core-Shell Nanoparticles for Biomedical Applications "(Mahmoud Elsabahy and Karen L Wooley)"Structure Activity Relationships for Tumor-Targeting Gold Nanoparticles "(Erik C Dreaden, Ivan H El-Sayed and Mostafa A El-Sayed)"Silver Nanoparticles as Novel Antibacterial and Antiviral Agents "(Stefania Galdiero, Annarita Falanga, Marco Cantisani, Avinash Ingle, Massimiliano Galdiero and Mahendra Rai)"Magnetic Nanoparticles for Drug Delivery "(Rainer Tietze, Harald Unterweger and Christoph Alexiou)"Quantum Dots as a Platform Nanomaterial for Biomedical Applications "(Eleonora Petryayeva, Roza Bidshahri, Kate Liu, Charles A Haynes, Igor L Medintz, and W Russ Algar)""Applications in Therapy: "The Application of Nanomedicine to Cardiovascular Diseases "(Kevin M Bardon, Olivier Kister and Jason R McCarthy)"Nanomedicines for Restenosis Therapy "(J E Tengood, I Fishbein, R J Levy and M Chorny)"Nanopreparations for Cancer Treatment and Diagnostics "(Jayant Khandare, Shashwat Banerjee and Tamara Minko)"Nanoparticles in the Gastrointestinal Tract "(Abraham Rubinstein)"Nanopreparations for Oral Administration "(D Hubbard, D J Brayden and H Ghandehari)"Nanopreparations for Central Nervous System Diseases "(Leyuan Xu and Hu Yang)"Nanoparticles for Dermal and Transdermal Delivery: Permeation Pathways and Applications "(Marianna Foldvari, Marjan Gharagozloo and Christine Li)"Lysosomes and Nanotherapeutics: Diseases, Treatments, and Side Effects "(Rachel L Manthe and Silvia Muro)"Nanostructured Biomaterials for Inhibiting Cancer Cell Functions "(Lijuan Zhang and Thomas J Webster)"Nanomedicine in Otorhinolaryngology"