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Mastering Large Language Models
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 ap...
Generation V
Going vegan is the single most important thing you can do if you want to get serious about animal rights. Yet, going vegan isn't always easy when you're young. You're living under your parents' roof, you probably don't buy your own groceries, and your friends, family, and teachers might look at you like you're nuts. So, how do you do it? In this essential guide for the curious, aspiring, and current teenage vegan, Claire Askew draws on her years of experience as a teenage vegan and provides the tools for going vegan and staying vegan as a teen. Full of advice, stories, tips, and resources, Claire covers topics like: how to go vegan and stay sane; how to tell your parents so they don't freak out; how to deal with friends who don't get it; how to eat and stay healthy as a vegan; how to get out of dissection assignments in school; and tons more. Whether you're a teenager who is thinking about going vegan or already vegan, this is the ultimate resource, written by someone like you, for you.
Specification for Tunnelling
This Specification for Tunnelling has been completely updated to refelct the many significant changes in tunnelling techniques. It is written to be used as a contract specification on its own, or in conjunction with other standard specifications on multi-disciplinary projects. The original Model Specification for Tunnelling was the first document produced for the industry with the specific aim of establishing a common standard for the design and construction of tunnelling in the UK. This new edition continues to draw heavily on the practical experience of both corporate and individual members of the British Tunnelling Society, and provides a sound basis for specifying tunnelling design and construction. This updated specification is a considerable advance on the original, and should continue to be the de facto standard for tunnelling in the UK.
Transductions
Part of the Technologies: Studies in Culture and Theory series. Through a critical analysis of the widely accepted notion that technology speeds everything up, this book argues that there are only ever differences in speed. The question for us is how can such differences be represented?
Harnessing Winners
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Targeted Drug Delivery : Concepts and Design
This authoritative volume explores the fundamental concepts and numerous applications of targeted delivery of drugs to the body. This compilation has been divided into eight sections comprised of the basic principles of drug targeting, disease and organ/organelle-based targeting, passive and active targeting strategies, and various advanced drug delivery tools such as functionalized lipidic, polymeric and inorganic nanocarriers. Together, the twenty-three chapters cover a wide range of topics in the field, including tumor and hepatic targeting, polymer-drug conjugates, nanoemulsion, physical and biophysical characteristics of nanoparticles, and in vivo imaging techniques, among others. The book also examines advanced characterization techniques, regulatory hurdles and toxicity-related issues that are key features for successful commercialization of targeted drug delivery system products. Targeted Drug Delivery is a comprehensive reference guide for drug delivery researchers, both beginners and those already working in the field.
Advances in Yeast Biotechnology for Biofuels and Sustainability
Advances in Yeast Biotechnology for Biofuels and Sustainability: Value-Added Products and Environmental Remediation Applications showcases the uses for engineered yeast in environmental applications, especially as an innovative source of biofuels. Beginning with a thorough review of recent advances and future potential for yeast biotechnology, the book proceeds to outline several options for biofuels, including lignocellulosic biofuels and alternative feedstock production through hydrolysis and alternative value-added products, including industrial acids and bioplastics and applications in agriculture and environmental remediation. Placing case studies at the center of each chapter, this boo...
Learning Genetic Algorithms with Python
Refuel your AI Models and ML applications with High-Quality Optimization and Search Solutions DESCRIPTION Genetic algorithms are one of the most straightforward and powerful techniques used in machine learning. This book ÔLearning Genetic Algorithms with PythonÕ guides the reader right from the basics of genetic algorithms to its real practical implementation in production environments.Ê Each of the chapters gives the reader an intuitive understanding of each concept. You will learn how to build a genetic algorithm from scratch and implement it in real-life problems. Covered with practical illustrated examples, you will learn to design and choose the best model architecture for the partic...
Machine Learning and Deep Learning Using Python and TensorFlow
Understand the principles and practices of machine learning and deep learning This hands-on guide lays out machine learning and deep learning techniques and technologies in a style that is approachable, using just the basic math required. Written by a pair of experts in the field, Machine Learning and Deep Learning Using Python and TensorFlow contains case studies in several industries, including banking, insurance, e-commerce, retail, and healthcare. The book shows how to utilize machine learning and deep learning functions in today’s smart devices and apps. You will get download links for datasets, code, and sample projects referred to in the text. Coverage includes: Machine learning and deep learning concepts Python programming and statistics fundamentals Regression and logistic regression Decision trees Model selection and cross-validation Cluster analysis Random forests and boosting Artificial neural networks TensorFlow and Keras Deep learning hyperparameters Convolutional neural networks Recurrent neural networks and long short-term memory
AI BASICS FOR SCHOOL STUDENTS
The book featuring “AI BASICS FOR SCHOOL STUDENTS” targets learning of concepts as prescribed by the CBSE. The objective of the module is to develop a readiness for understanding and appreciating Artificial Intelligence and its application in our lives. The units dwelled include Excite, Relate, Purpose, Possibilities and AI Ethics which are set to empower the kids to identify and appreciate AI and describe its applications in daily life and to apply and reflect on the Human-Machine Interactions.
