Advanced Techniques in LLaMA 3 for Developers

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Publisher : StoryBuddiesPlay
ISBN 13 :
Total Pages : 81 pages
Book Rating : 4./5 ( download)

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Book Synopsis Advanced Techniques in LLaMA 3 for Developers by : StoryBuddiesPlay

Download or read book Advanced Techniques in LLaMA 3 for Developers written by StoryBuddiesPlay and published by StoryBuddiesPlay. This book was released on 2024-06-03 with total page 81 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unveiling the Power of LLaMA 3: A Comprehensive Guide for Developers and Enthusiasts Are you looking to harness the potential of LLaMA 3, one of the most powerful large language models (LLMs) to date? This comprehensive guide delves deep into its inner workings, equipping you with the knowledge and techniques to unlock its potential for various applications. Master the Fundamentals: Gain a solid understanding of LLaMA 3's architecture and how it processes complex textual data. Explore various fine-tuning techniques to tailor LLaMA 3 for specific tasks, from question answering to code generation. Become a Prompt Engineering Expert: Craft effective prompts that guide LLaMA 3 towards generating the desired creative text formats, including poems, scripts, and even code. Learn advanced prompt engineering strategies to control the style, tone, and content of the generated text. Push the Boundaries of Language Processing: Discover how LLaMA 3 is evolving beyond simple pattern recognition. Explore techniques for symbolic reasoning and knowledge integration, enabling the model to tackle complex problems and make logical deductions. Ensure Responsible and Safe Use: Understand and mitigate potential biases within LLaMA 3 to promote fair and ethical applications. Implement fact-checking mechanisms and establish safeguards to prevent misuse of the model's capabilities. Embrace the Future of AI: Explore the exciting potential of LLaMA 3 in multimodal learning, where it can interact with the world through images, audio, and other data formats. Delve into the advancements of explainable AI, allowing you to understand how LLaMA 3 arrives at its outputs, fostering trust and transparency. This guide is your ultimate resource for: Developers seeking to integrate LLaMA 3 into their applications. Researchers eager to explore the frontiers of large language models. Enthusiasts curious about the future of AI and its impact on various fields. In addition to this comprehensive guide, we offer valuable resources to empower your LLaMA 3 journey: Research papers for a deeper understanding of the model's architecture and training process. Tutorials and workshops to equip you with practical skills in prompt engineering and fine-tuning. Online communities to connect with other LLaMA 3 enthusiasts and share knowledge. Code repositories to access open-source implementations and tools for working with LLaMA 3. Don't wait! Unleash the potential of LLaMA 3 and become a part of the revolution in human-machine collaboration. Let's embark on this exploration of language, creativity, and the future of AI together.

Llama 3 A Technical Guide

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Publisher : StoryBuddiesPlay
ISBN 13 :
Total Pages : 56 pages
Book Rating : 4./5 ( download)

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Book Synopsis Llama 3 A Technical Guide by : StoryBuddiesPlay

Download or read book Llama 3 A Technical Guide written by StoryBuddiesPlay and published by StoryBuddiesPlay. This book was released on 2024-05-02 with total page 56 pages. Available in PDF, EPUB and Kindle. Book excerpt: Demystifying Llama 3: A Comprehensive Guide to the Next-Generation Large Language Model Dive deep into the fascinating world of Llama 3, a cutting-edge large language model (LLM) redefining the boundaries of natural language processing. This comprehensive guide delves into the intricate workings of Llama 3, unveiling its sophisticated architecture, rigorous training process, and key technical elements that power its remarkable capabilities. Explore how Llama 3's decoder-only transformer architecture and advanced attention mechanisms enable it to generate human-quality text, translate languages with exceptional accuracy, and perform various NLP tasks with unparalleled fluency. Discover the massive datasets and pre-training techniques that shape the model's knowledge and understanding of language. Go beyond the surface and uncover the challenges and limitations inherent in LLMs like Llama 3. Understand how potential biases can arise from training data and how researchers are actively developing strategies for mitigation. Learn about the crucial role of evaluation metrics and human judgment in assessing the model's performance and identifying areas for improvement. This guide delves into the ethical considerations surrounding the development and deployment of LLMs, emphasizing the importance of transparency, fairness, and accountability. Explore the ongoing research frontiers pushing the boundaries of LLM capabilities, including advancements in architecture, training methodologies, and interpretability. Gain a comprehensive understanding of the potential impact of LLMs like Llama 3 across various domains, from personalized learning experiences to scientific discovery and novel forms of creative expression. This guide equips you with the knowledge to navigate the exciting world of LLMs and their potential to revolutionize various aspects of our lives.

Supercharging Code Development with Llama 3

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Publisher : StoryBuddiesPlay
ISBN 13 :
Total Pages : 95 pages
Book Rating : 4./5 ( download)

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Book Synopsis Supercharging Code Development with Llama 3 by :

Download or read book Supercharging Code Development with Llama 3 written by and published by StoryBuddiesPlay. This book was released on 2024-05-11 with total page 95 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the ever-evolving landscape of software development, a new frontier has emerged: Llama 3, a revolutionary large language model (LLM) poised to transform the way we code. This comprehensive guide delves into the exciting capabilities of Llama 3, equipping you to unlock its potential and streamline your development workflow. Effortless Coding at Your Fingertips: Say goodbye to repetitive tasks: Leverage Llama 3's code completion feature to write code faster and with fewer errors. Spend less time typing and more time focusing on creative problem-solving. Express yourself in plain English: No longer confined to complex syntax, describe the functionality you desire in natural language, and Llama 3 translates it into functional code. Refactor with confidence: Identify code smells and potential improvements with Llama 3's insightful suggestions. Refactor your codebase with ease and ensure its long-term maintainability. Beyond Efficiency: Enhanced Code Quality and Collaboration Identify and address bugs early on: Utilize Llama 3's automated test case generation to uncover potential issues before they reach production. Foster a collaborative environment: Break down communication barriers within your development team by using Llama 3 to translate code into natural language descriptions. Democratize technology creation: The intuitive nature of Llama 3 empowers individuals with limited coding experience to build basic applications or automate tasks, fostering a more inclusive tech landscape. Embrace the Future of AI-Powered Development: This book is your gateway to a future where human ingenuity and artificial intelligence work in harmony. As you explore the potential of Llama 3, you'll gain valuable insights into: The core functionalities and applications of Llama 3 The impact of AI on various aspects of software development The ethical considerations surrounding AI-powered development tools Strategies for successful adoption and navigating the evolving tech landscape Dive Deeper and Unleash Your Potential: The book equips you with a comprehensive list of resources, including online courses, tutorials, and research papers, to expand your knowledge of LLMs and AI in development. Additionally, you'll find valuable guidance on getting started with Llama 3, allowing you to put your newfound knowledge into action. Llama 3: A Game-Changer for Developers Whether you're a seasoned programmer or just starting your coding journey, Llama 3 offers a powerful tool to elevate your development experience. Embrace the future, unlock your full potential, and embark on a new era of effortless and efficient coding with Llama 3 by your side!

Building Data-Driven Applications with LlamaIndex

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Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1805124404
Total Pages : 368 pages
Book Rating : 4.8/5 (51 download)

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Book Synopsis Building Data-Driven Applications with LlamaIndex by : Andrei Gheorghiu

Download or read book Building Data-Driven Applications with LlamaIndex written by Andrei Gheorghiu and published by Packt Publishing Ltd. This book was released on 2024-05-10 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: Solve real-world problems easily with artificial intelligence (AI) using the LlamaIndex data framework to enhance your LLM-based Python applications Key Features Examine text chunking effects on RAG workflows and understand security in RAG app development Discover chatbots and agents and learn how to build complex conversation engines Build as you learn by applying the knowledge you gain to a hands-on project Book DescriptionDiscover the immense potential of Generative AI and Large Language Models (LLMs) with this comprehensive guide. Learn to overcome LLM limitations, such as contextual memory constraints, prompt size issues, real-time data gaps, and occasional ‘hallucinations’. Follow practical examples to personalize and launch your LlamaIndex projects, mastering skills in ingesting, indexing, querying, and connecting dynamic knowledge bases. From fundamental LLM concepts to LlamaIndex deployment and customization, this book provides a holistic grasp of LlamaIndex's capabilities and applications. By the end, you'll be able to resolve LLM challenges and build interactive AI-driven applications using best practices in prompt engineering and troubleshooting Generative AI projects.What you will learn Understand the LlamaIndex ecosystem and common use cases Master techniques to ingest and parse data from various sources into LlamaIndex Discover how to create optimized indexes tailored to your use cases Understand how to query LlamaIndex effectively and interpret responses Build an end-to-end interactive web application with LlamaIndex, Python, and Streamlit Customize a LlamaIndex configuration based on your project needs Predict costs and deal with potential privacy issues Deploy LlamaIndex applications that others can use Who this book is for This book is for Python developers with basic knowledge of natural language processing (NLP) and LLMs looking to build interactive LLM applications. Experienced developers and conversational AI developers will also benefit from the advanced techniques covered in the book to fully unleash the capabilities of the framework.

Large Language Models

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Publisher : Stylus Publishing, LLC
ISBN 13 : 1501520601
Total Pages : 517 pages
Book Rating : 4.5/5 (15 download)

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Book Synopsis Large Language Models by : Oswald Campesato

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)

Advanced Intelligent Computing Technology and Applications

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Publisher : Springer Nature
ISBN 13 : 9819756693
Total Pages : 544 pages
Book Rating : 4.8/5 (197 download)

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Book Synopsis Advanced Intelligent Computing Technology and Applications by : De-Shuang Huang

Download or read book Advanced Intelligent Computing Technology and Applications written by De-Shuang Huang and published by Springer Nature. This book was released on with total page 544 pages. Available in PDF, EPUB and Kindle. Book excerpt:

New Trends in Disruptive Technologies, Tech Ethics, and Artificial Intelligence

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Publisher : Springer Nature
ISBN 13 : 3031666356
Total Pages : 486 pages
Book Rating : 4.0/5 (316 download)

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Book Synopsis New Trends in Disruptive Technologies, Tech Ethics, and Artificial Intelligence by : Daniel H. de la Iglesia

Download or read book New Trends in Disruptive Technologies, Tech Ethics, and Artificial Intelligence written by Daniel H. de la Iglesia and published by Springer Nature. This book was released on with total page 486 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Sustainable Development and Geospatial Technology

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Publisher : Springer Nature
ISBN 13 : 3031657039
Total Pages : 275 pages
Book Rating : 4.0/5 (316 download)

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Book Synopsis Sustainable Development and Geospatial Technology by : Chetan Sharma

Download or read book Sustainable Development and Geospatial Technology written by Chetan Sharma and published by Springer Nature. This book was released on with total page 275 pages. Available in PDF, EPUB and Kindle. Book excerpt:

New Frontiers in Artificial Intelligence

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Publisher : Springer Nature
ISBN 13 : 9819730767
Total Pages : 321 pages
Book Rating : 4.8/5 (197 download)

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Book Synopsis New Frontiers in Artificial Intelligence by : Toyotaro Suzumura

Download or read book New Frontiers in Artificial Intelligence written by Toyotaro Suzumura and published by Springer Nature. This book was released on with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Medicine and Surgery of Camelids

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Publisher : John Wiley & Sons
ISBN 13 : 0470961694
Total Pages : 640 pages
Book Rating : 4.4/5 (79 download)

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Book Synopsis Medicine and Surgery of Camelids by : Murray Fowler

Download or read book Medicine and Surgery of Camelids written by Murray Fowler and published by John Wiley & Sons. This book was released on 2011-07-26 with total page 640 pages. Available in PDF, EPUB and Kindle. Book excerpt: Medicine and Surgery of Camelids is the classic comprehensive reference on llamas, alpacas, vicunas, guanacos, and camels. With information on topics ranging from nutrition and management to infectious diseases and emergency care, this book provides information on the health and maintenance of these species. Updates to the Third Edition include new information on camels; full color throughout; significant revisions to the parentage verification, infectious diseases, anesthesia, restraint, and nutrition sections; and additional information on the alpaca genome. This is an essential resource for practicing veterinarians, zoo veterinarians, and veterinary students.

Mastering Large Language Models

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Publisher : BPB Publications
ISBN 13 : 9355519656
Total Pages : 465 pages
Book Rating : 4.3/5 (555 download)

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Book Synopsis Mastering Large Language Models by : Sanket Subhash Khandare

Download or read book Mastering Large Language Models written by Sanket Subhash Khandare and published by BPB Publications. This book was released on 2024-03-12 with total page 465 pages. Available in PDF, EPUB and Kindle. Book excerpt: Do not just talk AI, build it: Your guide to LLM application development KEY FEATURES ● Explore NLP basics and LLM fundamentals, including essentials, challenges, and model types. ● Learn data handling and pre-processing techniques for efficient data management. ● Understand neural networks overview, including NN basics, RNNs, CNNs, and transformers. ● Strategies and examples for harnessing LLMs. DESCRIPTION Transform your business landscape with the formidable prowess of large language models (LLMs). The book provides you with practical insights, guiding you through conceiving, designing, and implementing impactful LLM-driven applications. This book explores NLP fundamentals like applications, evolution, components and language models. It teaches data pre-processing, neural networks , and specific architectures like RNNs, CNNs, and transformers. It tackles training challenges, advanced techniques such as GANs, meta-learning, and introduces top LLM models like GPT-3 and BERT. It also covers prompt engineering. Finally, it showcases LLM applications and emphasizes responsible development and deployment. With this book as your compass, you will navigate the ever-evolving landscape of LLM technology, staying ahead of the curve with the latest advancements and industry best practices. WHAT YOU WILL LEARN ● Grasp fundamentals of natural language processing (NLP) applications. ● Explore advanced architectures like transformers and their applications. ● Master techniques for training large language models effectively. ● Implement advanced strategies, such as meta-learning and self-supervised learning. ● Learn practical steps to build custom language model applications. WHO THIS BOOK IS FOR This book is tailored for those aiming to master large language models, including seasoned researchers, data scientists, developers, and practitioners in natural language processing (NLP). TABLE OF CONTENTS 1. Fundamentals of Natural Language Processing 2. Introduction to Language Models 3. Data Collection and Pre-processing for Language Modeling 4. Neural Networks in Language Modeling 5. Neural Network Architectures for Language Modeling 6. Transformer-based Models for Language Modeling 7. Training Large Language Models 8. Advanced Techniques for Language Modeling 9. Top Large Language Models 10. Building First LLM App 11. Applications of LLMs 12. Ethical Considerations 13. Prompt Engineering 14. Future of LLMs and Its Impact

The New York Times Index

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Publisher :
ISBN 13 :
Total Pages : 496 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis The New York Times Index by :

Download or read book The New York Times Index written by and published by . This book was released on 1915 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Technology and Infertility

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Publisher : Springer Science & Business Media
ISBN 13 : 1461392055
Total Pages : 434 pages
Book Rating : 4.4/5 (613 download)

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Book Synopsis Technology and Infertility by : Machelle M. Seibel

Download or read book Technology and Infertility written by Machelle M. Seibel and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 434 pages. Available in PDF, EPUB and Kindle. Book excerpt: Medicine is changing at a speed never witnessed before in history. With each passing year, medical technology achieves the capacity to provide cures and improve treatments that even a short time before were difficult to con ceptualize and impossible to provide. Reproductive technology personifies this concept perhaps better than any other field of medicine. The 1990s have seen an explosion in endoscopic and ambulatory procedures, the application of molecular biology to clinical conditions, and the refinement of assisted reproduction to allow third parties (donors and surrogates) into the process of family building. More than ever before, comprehensive medical care requires a team approach. However, the team comprises not only medical and scientific personnel, but also mental health professionals, lawyers, and ethicists. This integrated and multidisciplinary approach to medical care will become even more necessary as medical capabilities continue to develop faster than society can respond. This book reflects such an approach. It is based on a Harvard Postgraduate Course in June 1990 entitled Infertility in the 1990s: Technological Advances and Their Psychosocial Implications that was sponsored by the Faulkner Centre for Reproductive Medicine. The first half of the course was directed by Drs. M. Seibel, A. Kiessling, and C. Richards. The second half of the course was directed by Dr. M. Seibel, J. Bernstein, R. N. and S. Levin, LICSW.

A New Practical and Easy Method of Learning the Spanish Language After the System of F. Ahn

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Publisher :
ISBN 13 :
Total Pages : 168 pages
Book Rating : 4.A/5 ( download)

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Book Synopsis A New Practical and Easy Method of Learning the Spanish Language After the System of F. Ahn by : F. F. Moritz Foerster

Download or read book A New Practical and Easy Method of Learning the Spanish Language After the System of F. Ahn written by F. F. Moritz Foerster and published by . This book was released on 1883 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Intracranial Aneurysms

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Publisher : Academic Press
ISBN 13 : 0128118830
Total Pages : 738 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Intracranial Aneurysms by : Andrew J. Ringer

Download or read book Intracranial Aneurysms written by Andrew J. Ringer and published by Academic Press. This book was released on 2018-05-21 with total page 738 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intracranial aneurysm result from complex interactions between cerebrovascular anatomy, vascular injury, and adaptive remodeling of the arterial wall and represent a cerebrovascular disorder with the potential for substantial morbidity and mortality. Most intracranial aneurysms occur in the larger arteries near the skull base, in or around the circle of Willis, but variants may appear virtually anywhere in the cerebral vasculature. The aneurysm can leak or rupture, causing life-threatening bleeding, and is the most common cause of spontaneous subarachnoid hemorrhage, the third most common form of stroke. Intracranial aneurysms affect about 1 in 10,000 people per year in the United States (approximately 27,000). Intracranial Aneurysms will address the natural history, biology, and basic management principles and treatment of aneurysms. The chapters also explore the unique features of each type or location of aneurysm while considering the medical, surgical, and endovascular options. Contributions are by members of the Endovascular Neurosurgery Research Group, a group of recognized expert neurosurgeons who specialize in cerebrovascular and endovascular management of aneurysms. - Comprehensively covers the basic mechanisms, history, management and treatment of intracranial aneurysms - Written for researchers, residents and clinical practitioners in clinical neuroscience, neurology and neurosurgery - Contains contributions by expert neurosurgeons of the Endovascular Neurosurgery Research Group

Computational Intelligence Methods for Green Technology and Sustainable Development

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Publisher : Springer Nature
ISBN 13 : 3030623246
Total Pages : 655 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Computational Intelligence Methods for Green Technology and Sustainable Development by : Yo-Ping Huang

Download or read book Computational Intelligence Methods for Green Technology and Sustainable Development written by Yo-Ping Huang and published by Springer Nature. This book was released on 2020-10-27 with total page 655 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a selected collection of 54 peer-reviewed original scientific research papers of the 5th International Conference on Green Technology and Sustainable Development (GTSD2020) organised in Vietnam in 2020. It highlights the importance of sustainability as well as promotes up-to-date innovation and research for green development in technologies, economics and education among countries. The conference provides an international platform for researchers, practitioners, policymakers and entrepreneurs to present their advances, knowledge and experience on various interdisciplinary topics related to the theme of “Green technology and sustainable development in industrial revolution 4.0”. The book is a valuable resource for researchers, analysts, engineers, practitioners and policymakers who are interested in the latest findings in artificial intelligence, cyber systems, robotics, green energy and power systems, mechanical and computational mechanic models and advanced civil engineering. This book has 05 sessions consisting of both theoretical and practical aspects, and numerical and experimental analyses in various engineering disciplines.

Information Technology for Education, Science, and Technics

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Publisher : Springer Nature
ISBN 13 : 3031718046
Total Pages : 517 pages
Book Rating : 4.0/5 (317 download)

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Book Synopsis Information Technology for Education, Science, and Technics by : Emil Faure

Download or read book Information Technology for Education, Science, and Technics written by Emil Faure and published by Springer Nature. This book was released on with total page 517 pages. Available in PDF, EPUB and Kindle. Book excerpt: