ace the coding interview with Python and JavaScript

As an introduction to Python, this book allows readers to take a slow and steady approach to understanding Python code, explaining concepts, connecting programming with real-life examples, writing Python programs, and completing case studies.While there are many books, websites, and online courses about the topic, we break down Python programming into easily digestible lessons of less than 5 minutes each, following our BiteSize approach. Each lesson begins with a clear and short introduction to the topic. This gives you a strong base to start from and gets you ready for deeper learning. Then, you will see coding demonstrations that show the ideas discussed. These examples are simple and useful, helping you really understand the concepts. You'll then practice tasks at different difficulty levels, so you can test your knowledge and increase your confidence. You'll also play with case studies to solve real-world problems. Tips are included to show how you can incorporate generative AI int

Artificial Intelligence-Aided Materials Design: AI-Algorithms and Case Studies on Alloys and Metallurgical Processes describes the application of artificial intelligence (AI)/machine learning (ML) concepts to develop predictive models that can be used to design alloy materials, including magnetic alloys, nickel-base superalloys, titanium-base alloys, and aluminum-base alloys. Readers new to AI/ML algorithms can use this book as a starting point and use the included MATLAB and Python implementation of AI/ML algorithms through included case studies. Experienced AI/ML researchers who want to try new algorithms can use this book and study the case studies for reference. Offers advantages and limitations of several AI concepts and their proper implementation in various data types generated through experiments and computer simulations and from industries in different file formats Helps readers develop predictive models through AI/ML algorithms by writing their own computer code or usin

Deep Learning in Practice helps you learn how to develop and optimize a model for your projects using Deep Learning (DL) methods and architectures.Key features: Demonstrates a quick review on Python, NumPy, and TensorFlow fundamentals.Explains and provides examples of deploying TensorFlow and Keras in several projects.Explains the fundamentals of Artificial Neural Networks (ANNs).Presents several examples and applications of ANNs.Learning the most popular DL algorithms features.Explains and provides examples for the DL algorithms that are presented in this book.Analyzes the DL network's parameter and hyperparameters.Reviews state-of-the-art DL examples.Necessary and main steps for DL modeling.Implements a Virtual Assistant Robot (VAR) using DL methods.Necessary and fundamental information to choose a proper DL algorithm.Gives instructions to learn how to optimize your DL model IN PRACTICE.This book is useful for undergraduate and graduate students, as well as practitioners in industry

This book is designed to provide students, teachers, and researchers with a text that includes a full range of statistical methods available to address commonly encountered research problems. Many textbooks for introductory, intermediate, and advanced statistics courses focus heavily on parametric methods. However, in practice the assumptions underlying these methods are frequently not met, therefore calling into question their use. This book addresses this issue by presenting parametric, nonparametric, robust, and Bayesian techniques that are appropriate for research scenarios often encountered in practice and typically found in statistics courses. For each of these major topics, the standard parametric approach is presented, along with the assumptions underlying it and the methods used to assess the viability of these assumptions. Next, a set of alternative techniques for the research scenario is presented and applied to the motivating example that begins each chapter. Each chapter c

This is a practical and patient-complaint focused handbook, directed to motivate non-sleep experts and beginners in sleep medicine and technology. This book provides a basic review of the area of sleep, identifies some common patient presentations and illustrates the types of investigations that should be requested. With sleep and breathing problems being so common and affecting many other chronic clinical conditions, it is important that primary care and other general physicians as well as allied health practitioners have a greater appreciation of this area. This text is a valuable "go-to" handbook for the occasional "sleep" practitioner to refer to.Key Features: - Contains specially packaged with Specific Learning Objectives to each chapter followed by self-assessment questions, case scenarios, basic sleep monitoring techniques in detail with sample reports.- Provides direction to health care professionals who encounter patients with sleep and breathing disorders in their practice.-

Strategic Security Management, Second Edition provides security leadership and decision-makers with a fresh perspective on threat, vulnerability, and risk assessment. The book offers a framework to lo

The animal care and use facility support - or cage wash - area has evolved tremendously in the past fifty years. It is now recognized as a critical component in programs of animal care and use throughout the world, yet there has previously been no single, comprehensive resource to support it. This much-needed book describes facility support operations that have a direct, substantial effect on the program's ability to provide quality animal care. Editors James D. Cox and Bruce W. Kennedy, practitioners with more than 80 years of experience in laboratory animal facilities between them, show how cage wash serves as the hub of the entire research animal enterprise. After all, when cage wash comes to a halt, there are no clean cages or equipment, and research struggles to continue. There is a significant volume of knowledge necessary to work in facility support roles, spread across many different resources, many of which are unpublished and/or at a highly skilled technical level. This book

Contractor safety management represents one of the most critical yet overlooked challenges facing organizations today. When accidents occur involving contractors and subcontractors, the spotlight increasingly falls on client organizations who face mounting reputational, legal, and financial consequences. Contractor Safety Management: From Compliance to Culture examines how responsibility for safety is shared across complex contractor relationships, which moves beyond the traditional approach of treating safety as a compliance checkbox exercise.Drawing on 17 major case studies from around the world, including the Grenfell Tower fire, the Florida International University pedestrian bridge collapse, and various global energy projects, this book reveals how cultural differences, procurement practices, and leadership decisions directly impact safety outcomes. Written in an engaging, narrative-driven style, it combines real-world lessons with practical frameworks and original methodologies t

This book initiates with the story of the evolution of firearms to enable the reader to appreciate the sequence of the development of firearms. It discusses different classes of small arms, their mechanics, internal and external ballistics. Further, it covers the design idea of barrels and actions, various operating principles and relevant discussion on ammunition and propellants. The principle of quality in the design of the small arms is also elaborated in the desired degree. The book brings out the relevance of modern manufacturing technologies like MIM and various surface treatments, and polymers for enhancement of product quality. To appreciate the sophistication of the architecture, the book presents the anatomical details of a few small arms of reputes. Provides complete understanding of overall small weapon systems Explores mechanics and physics of small arms

The book builds on an analogy between social groups and assemblies of molecules to introduce the concepts of statistical mechanics, machine learning and data science. The idea is to bolster students' interest by proposing a new take on the topic that draws on a data analytics approach of molecules. Specifically, how the analysis of their individual features, as well as of interactions and "communication" processes can predict their properties and collective behavior, just as polling and social networking shed light on the behavior of social groups. Applications to systems at the cutting-edge of research e.g. environmental and energy applications, will be used.Key Features: Draws on a data analytics approach of molecules Covers hot topics such as artificial intelligence and machine learning of molecular trends Applications to systems at the cutting-edge of research e.g. environmental and energy applications, are used Discusses molecular simulation and links with other important, emergin

In the era of 'Algorithmic Medicine, ' the integration of Artificial Intelligence (AI) in healthcare holds immense potential to address critical challenges faced by the industry. Drawing upon the expertise and experience of the authors in medicine, data science, medical informatics, administration, and entrepreneurship, this textbook goes beyond theoretical discussions to outline practical steps for transitioning AI from the experimental phase to real-time clinical integration. Using the Translational Science methodology, each chapter of the book concisely and perspicuously addresses the key issues associated with AI implementation in healthcare. Covering technical, clinical, ethical, regulatory, and legal considerations, the authors present evidence-based solutions and frameworks to overcome these challenges. Engaging case studies and a literature review of peer-reviewed studies and official documents from reputed organizations provide a balanced perspective, bridging the gap between

This book explores the current difficulties and unsolved problems in the field of particle therapy and, after analysing them, discusses how (and if) innovative Monte Carlo approaches can be used to solve them. Each book chapter is dedicated to a different sub-discipline, including multi-ion treatments, flash-radiotherapy, laser-accelerated beams, nanoparticles effects, binary reactions to enhance radiobiology, and space-related issues. This is the first book able to provide a comprehensive insight into this exciting field and the growing use of Monte Carlo in medical physics. It will be of interest to graduate students in medicine and medical physics, in addition to researchers and clinical staff.Key Features: Explores the exciting and interdisciplinary topic of Monte Carlo in particle therapy and medicine. Addresses common challenges in the field. Edited by an authority on the subject, with chapter contributions from specialists. Pablo Cirrone is a medical physicist and resear

Conventional Flowmeters, Volume II covers origin, principle of operation, development, advantages and disadvantages, applications, and frontiers of research for conventional technology flowmeters, which include differential pressure and primary elements, positive displacement, turbine, open channel, and variable area.There are more conventional technology meters being used in the field than new-technology meters. New developments, such as more accurate pressure transmitters, new primary elements like cone elements, reversible flow, and dual rotor turbine meters, and variable area meters with transmitters and a signal output, are discussed.Features: Offers a working knowledge of the origin and development of the more traditional technology flowmeters: differential pressure and primary elements, positive displacement, turbine, open channel, and variable area. Describes how these conventional meters still fit into what is being called Industry 4.0. Discusses the advantages and disa

Industry 4.0 is a challenge for today's businesses. It's a concept that encompasses the technological innovations of automation, control, and information technology, as it's applied to manufacturing processes. It's a new topic that recently emerged in academia and industry, with few books that target both management and engineering. This book will cover the new advances and the way to manage competitive organizations. The chapters will include terms of theory, evidence, and/or methodology, and significantly advance social scientific research.This book: Focuses on the latest and most recent research findings occurring on the topic of Industry 4.0Presents the ways companies around the world are facing today's technological challengesAssists researchers and practitioners in selecting the correct options and strategies to manage competitive organizationsProvides recent advances in international studiesEncompasses the main technological innovations in the fields of automation, control, and

The science of rheology and its applications have grown steadily. Although polymers dominated in the past, the applications to foods have become increasingly important over the last four decades. The complexity of food rheology has not only generated increased interest among academics, but it has also led to an increased recognition of its importance in the food industry. Emphasizing physics rather than mathematics, Polymer and Food Rheology: Volume 1, Applications to Single-Phase Systems focuses on rheological characteristics and properties of single substances and homogeneous mixtures. It introduces fundamental principles, types of flows, types of instruments, their theory, capabilities, limitations, and sources of error. Both sophisticated rheometers and simple devices and their uses are considered.- Discusses the types of material functions (properties) obtained from the different types of measurements and techniques: shear viscosity, normal stress differences, dynamic mechanical p

Dynamic stability analysis enables the determination of unstable regions, which adversely affect a structure's durability. Unlike conventional cable-strut frameworks, tensegrity structures are characterized by a system of internal forces that hold the elements in stable equilibrium, so the initial prestress crucially affects the distribution of unstable regions. This book presents both theoretical background and examples to make a full qualitative and quantitative assessment of these structures possible. First, a geometrically non-linear model and the methods used to evaluate the behavior of tensegrity structures are explained, before a broad spectrum of different planar and spatial design solutions is considered. The book moves step-by-step from the simplest two-dimensional structure, for which solutions can be presented in explicit form, to more complex tensegrity structures such as domes, towers, and plates.