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  • Programming Machine Learning : From Coding to Deep Learning
    Programming Machine Learning : From Coding to Deep Learning

    You've decided to tackle machine learning - because you're job hunting, embarking on a new project, or just think self-driving cars are cool.But where to start? It's easy to be intimidated, even as a software developer.The good news is that it doesn't have to be that hard.Master machine learning by writing code one line at a time, from simple learning programs all the way to a true deep learning system.Tackle the hard topics by breaking them down so they're easier to understand, and build your confidence by getting your hands dirty.Peel away the obscurities of machine learning, starting from scratch and going all the way to deep learning.Machine learning can be intimidating, with its reliance on math and algorithms that most programmers don't encounter in their regular work.Take a hands-on approach, writing the Python code yourself, without any libraries to obscure what's really going on.Iterate on your design, and add layers of complexity as you go.Build an image recognition application from scratch with supervised learning.Predict the future with linear regression. Dive into gradient descent, a fundamental algorithm that drives most of machine learning.Create perceptrons to classify data. Build neural networks to tackle more complex and sophisticated data sets.Train and refine those networks with backpropagation and batching.Layer the neural networks, eliminate overfitting, and add convolution to transform your neural network into a true deep learning system.Start from the beginning and code your way to machine learning mastery.What You Need: The examples in this book are written in Python, but don't worry if you don't know this language: you'll pick up all the Python you need very quickly.Apart from that, you'll only need your computer, and your code-adept brain.

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  • Anticandidal Therapeutics : Discovery and Development
    Anticandidal Therapeutics : Discovery and Development

    Developments of antifungal agents have declined as compared to other antibiotics that have displayed a potent development with time.There is an urgent need for both prophylactic and therapeutic treatments worldwide to control the severity of infections caused by Candida.Anticandidal Therapeutics: Discovery and Development provides the readers with a compiled knowledge of the fungal human infection Candida and the development of anticandidal drugs.Anticandidal Therapeutics helps researchers form the basis for the discovery and development of novel anticandidal therapies.In 14 chapters this book provides collective information on anticandidal agents and their discovery and development with respect to major drug transporter families, different stages of anticandidal agent development, recent trends and progress in antifungal translational research, clinical studies status of anticandidal therapeutic agents, and drug repurposing for development of novel anticandidal agents.

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  • Web-Scale Discovery Services : Principles, Applications, Discovery Tools and Development Hypotheses
    Web-Scale Discovery Services : Principles, Applications, Discovery Tools and Development Hypotheses

    Web-Scale Discovery Services: Principles, Applications, Discovery Tools and Development Hypotheses summarizes and presents the state-of-the-art in WSDS.The title promotes a middle-way between finding the best tool for each particular need and the search for the most reliable systems.The title identifies basic theoretical problems and offers practical solutions for librarians.The volume offers a summary of ideas from around the world, giving a new perspective that is backed up by strong theory.Offering a vision for libraries, this book also allows archivists, museum specialists, computer scientists, commercial operators and interested users to deepen their culture and information literacy. The great number of information sources now available and the changing habits of web users has led to the development of Web Scale Discovery Services (WSDS).The goal of these systems and techniques is to make catalogues, databases, institutional repositories, Open Access archives and other databases searchable and discoverable through a single point of access.The diffusion of systems and connections between data disseminated by libraries and published by other institutions poses a challenge to understanding discovery in the modern library.

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  • Drug Discovery and Development : Technology in Transition
    Drug Discovery and Development : Technology in Transition

    Essential insight into drug development and the pharmaceutical industry With unprecedented interest in the power that the modern therapeutic armamentarium has to combat disease, the new edition of Drug Discovery and Development is an essential resource for anyone interested in understanding how drugs and other therapeutic interventions are discovered and developed, through to clinical research, registration, and market access. The text has been thoroughly updated, with new information on biopharmaceuticals and vaccines as well as clinical development and target identification.Drug discovery and development continues to evolve rapidly and this new edition reflects important changes in the landscape. Edited by industry experts Raymond Hill and Duncan Richards, this market-leading text is suitable for undergraduates and graduates undertaking degrees in pharmacy, pharmacology, toxicology, and clinical development through to those embarking on a career in the pharmaceutical industry. Key stages of drug discovery and development Chapters outline the contribution of individual disciplines to the overall process Supplemented by specific chapters on different modalities Includes coverage of Oligonucleotide therapies; cell and gene therapy Now comes with online access on StudentConsult

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  • Is learning programming and software development very challenging?

    Learning programming and software development can be challenging for some people, as it requires logical thinking, problem-solving skills, and attention to detail. However, with dedication, practice, and the right resources, it is definitely achievable. Breaking down complex concepts into smaller, more manageable parts and seeking help from online tutorials, courses, and communities can make the learning process easier and more enjoyable. Ultimately, the level of challenge will vary depending on the individual's background, experience, and learning style.

  • What is an old discovery?

    An old discovery refers to a scientific or historical finding that was made a significant amount of time ago. These discoveries have often stood the test of time and have had a lasting impact on our understanding of the world. Examples of old discoveries include the theory of evolution by Charles Darwin, the discovery of electricity by Benjamin Franklin, and the invention of the printing press by Johannes Gutenberg. These discoveries have shaped our modern world and continue to be studied and celebrated for their significance.

  • What was Luther's great discovery?

    Luther's great discovery was the concept of justification by faith alone. He believed that individuals could be saved by their faith in God alone, rather than through good works or the sacraments of the Catholic Church. This idea challenged the traditional teachings of the Church and sparked the Protestant Reformation. Luther's emphasis on faith as the key to salvation had a profound impact on Christianity and led to the formation of new Protestant denominations.

  • Series like Star Trek: Discovery

    Series like Star Trek: Discovery are typically science fiction shows that explore themes of space exploration, advanced technology, and diverse alien cultures. They often feature a diverse cast of characters and focus on moral and ethical dilemmas faced by the crew. These series also tend to have high production values, intricate storylines, and a mix of action and drama. Fans of Star Trek: Discovery may enjoy other similar shows like The Expanse, Battlestar Galactica, and Doctor Who.

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  • Contemporary Accounts in Drug Discovery and Development
    Contemporary Accounts in Drug Discovery and Development

    CONTEMPORARY ACCOUNTS IN DRUG DISCOVERY AND DEVELOPMENT A useful guide for medicinal chemists and pharmaceutical scientists Drug discovery is a lengthy and complex process that typically involves identifying an unmet medical need, determining a biological target, chemical library screening to identify a lead, chemical optimization, preclinical studies and clinical trials.This process often takes many years to complete, and relies on practitioners’ knowledge of chemistry and biology, but also—and perhaps more importantly—on experience.Improving the success rate in discovery and development through a thorough knowledge of drug discovery principles and advances in technology is critical for advancement in the field.Contemporary Accounts in Drug Discovery and Development provides drug discovery scientists with the knowledge they need to quickly gain mastery of the drug discovery process.A thorough accounting is given for each drug covered within the book, as the authors provide pharmacology, drug metabolism, biology, drug development, and clinical studies for every case, with modern drug discovery principles and technologies incorporated throughout.Contemporary Accounts in Drug Discovery and Development readers will also find Case histories used as an engaging way of learning about the drug discovery/development processDetailed biological rational and background information, drug design principles, SAR development, ADMET considerations, and clinical studiesThe full history of individual marketed small molecule drugsCoverage of drug candidates that have passed Phase I clinical trials with different modalities, such as antibody drug conjugates (ADC), proteolysis-targeting chimera (PROTAC), and peptide drugsThe application of new technologies in drug discovery such as DNA-encoded libraries (DEL), positron emission tomography (PET), and physics-based computational modeling employing free energy perturbation (FEP) Contemporary Accounts in Drug Discovery and Development is a helpful tool for medicinal chemists, organic chemists, pharmacologists, and other scientists in drug research and process development.It may be considered essential reading for graduate courses in drug discovery, medicinal chemistry, drug synthesis, pharmaceutical science, and pharmacology.It is also a useful resource for pharmaceutical industry labs, as well as for libraries.

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  • Basic Principles of Drug Discovery and Development
    Basic Principles of Drug Discovery and Development

    Basic Principles of Drug Discovery and Development presents the multifaceted process of identifying a new drug in the modern era, which requires a multidisciplinary team approach with input from medicinal chemists, biologists, pharmacologists, drug metabolism experts, toxicologists, clinicians, and a host of experts from numerous additional fields.Enabling technologies such as high throughput screening, structure-based drug design, molecular modeling, pharmaceutical profiling, and translational medicine are critical to the successful development of marketable therapeutics. Given the wide range of disciplines and techniques that are required for cutting edge drug discovery and development, a scientist must master their own fields as well as have a fundamental understanding of their collaborator’s fields.This book bridges the knowledge gaps that invariably lead to communication issues in a new scientist’s early career, providing a fundamental understanding of the various techniques and disciplines required for the multifaceted endeavor of drug research and development.It provides students, new industrial scientists, and academics with a basic understanding of the drug discovery and development process.The fully updated text provides an excellent overview of the process and includes chapters on important drug targets by class, in vitro screening methods, medicinal chemistry strategies in drug design, principles of in vivo pharmacokinetics and pharmacodynamics, animal models of disease states, clinical trial basics, and selected business aspects of the drug discovery process.

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  • Neglected Tropical Diseases : Drug Discovery and Development
    Neglected Tropical Diseases : Drug Discovery and Development

    A drug discovery reference to the crippling tropical diseases that affect more than 1 billion people. Neglected Tropical Diseases is the first book of its kind to offer a guide that follows the World Health Organization?s list of neglected tropical diseases.The authors?all are experts on the topic?address the development of effective treatments for 12 crippling infectious diseases that affect almost 20% of the world?s popluation. The book includes information on the common approaches and the most important factors that lead to the development of new drugs for treating tropical diseases.Individual chapters review 12 neglected tropical diseases that are grouped by infectious agent, from viruses to bacteria to eukaryotic parasites.For each of these diseases, the book explains the unmet medical need and explores the current and potential drug discovery strategies.The book also includes information on potential drug compounds derived from natural products.This important book: -Ties together information from different sources for developing novel treatsments forneglected tropical diseases -Is aligned with WHO?s initiative to eradicate tropical diseases -Outlines current and potential drugs for treating tropical diseases -Provides a standard reference for the entire field Written for medicinal chemists, pharmaceutical chemists, pharmaceutical industry, virologists, parasitologists, and specialists on tropics medicine, Neglected Tropical Diseases offers an essential guide and a systematic reference for the development of successful treatments for 12 crippling infectious diseases.

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  • Titian’s Lost Last Supper : A New Workshop Discovery
    Titian’s Lost Last Supper : A New Workshop Discovery

    This intriguing book investigates the very rare discovery of a huge, lost, Last Supper painting produced in the workshop of Tiziano Vecellio, known as Titian.The discoloured canvas hung neglected in a parish church for 110 years until the conservator and art historian Ronald Moore removed centuries of discoloured varnish and began to appreciate that something exceptional was being revealed.Following extensive scientific examination, signatures and dates appeared whilst it also became apparent that some faces were actually portraits. The early history of the painting in a Venetian convent was discovered with the enthusiastic help of the modern Venetian, Count Francesco da Mosto, whose family knew Titian.The many painters of Titian's workshop are considered with careful circumspection to determine possible contributors to the Last Supper and the remarkable reason for the many changes, or pentimenti, are explained.After 10,500 hours of research and the translation of countless Italian documents and books, the full history of the painting has been revealed.We now know that the painting is far more than a Last Supper from Titian's workshop, painted by at least five artists over twenty years, but is actually a painting within a painting involving other prominent painters and a denouement unparalleled in Renaissance art.

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  • What is your latest discovery?

    My latest discovery is a new method for synthesizing a novel class of organic compounds with potential applications in drug development. By using a combination of computational modeling and organic synthesis techniques, my team and I were able to design and create these compounds with improved properties compared to existing ones. This discovery has the potential to open up new avenues for the development of more effective and targeted medications for various diseases.

  • What was the gold discovery?

    The gold discovery refers to the event in 1848 when gold was discovered at Sutter's Mill in California, sparking the California Gold Rush. The discovery led to a massive influx of people from all over the world seeking their fortunes in gold mining. This event had a significant impact on the development of California and the United States, as it led to rapid population growth and economic prosperity in the region.

  • Which programming languages are used in software development?

    There are many programming languages used in software development, including popular languages such as Java, Python, C++, JavaScript, and Ruby. Each language has its own strengths and is used for different purposes in software development. For example, Java is commonly used for building enterprise-level applications, while Python is known for its simplicity and versatility. C++ is often used for system software and game development, while JavaScript is essential for web development. Overall, the choice of programming language depends on the specific requirements of the software being developed.

  • What is the difference between software development and programming?

    Software development is a broader term that encompasses the entire process of creating software, including planning, designing, testing, and maintaining software applications. Programming, on the other hand, refers specifically to the act of writing code to instruct a computer to perform certain tasks. While programming is a key component of software development, software development involves a more comprehensive approach that includes various stages beyond just writing code.

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