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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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  • Integrity Blues
    Integrity Blues


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  • Integrity Counts
    Integrity Counts

    In Integrity Counts, lifelong Republican and Georgia Secretary of State Brad Raffensperger speaks out against the former president's false claims of voter fraud in the 2020 election and hopes to restore confidence and trust in our country's elections.';Brad Raffensperger put public service above party service, and for that he is a true democracy action hero, and he is also my hero. His book serves as a reminder that American democracy is bigger than any individual candidate or election.' THE HON. ARNOLD SCHWARZENEGGER, former governor of California Integrity stands as the cornerstone of American democracy. Brad Raffensperger, Georgia Secretary of State, defended American democracy by refusing to bend to demands that he change the legitimate results of the 2020 presidential election in his state. Raffensperger's defense of democracy made him a target of President Donald Trump for months following the election, culminating in an hour-long phone call in which the president told him, ';I just want to find 11,780 votes,' the exact number he needed to win Georgia's sixteen Electoral College votes. Once again, Raffensperger refused. Georgia voters had spoken. A lifelong conservative Republican who had financially supported President Trump's reelection campaign and voted for Trump, Raffensperger called for a hand recount of every vote to confirm the results and affirm the integrity of Georgia's election. Still President Trump persisted in his personal attacks. One of the most troubling questions in the wake of the 2020 election, Raffensperger says, is whether America will see every candidate who loses a major election refuse to accept the results and, instead, set out to raise money and build support on unfounded claims of fraud and corruption. To avoid that prospect, Americans must come to terms with the scope of the problem, but doing so won't be comfortable for either party.Either party because the 2020 crisis was not unprecedented in Georgia. By November 2020, Raffensperger had been challenging the claims of a ';stolen election' for nearly two years. In the fall of 2018, after Democrat Stacey Abrams lost the race for governor of Georgia, she told a crowd of supporters, ';So, to be clear, this is not a speech of concession. Concession means to acknowledge an action is right, true, or proper. As a woman of conscience and faith, I cannot concede.' The similarities don't end there, and when considered with some care, they paint a troubling picture of an all-too-bipartisan willingness to undermine the integrity of our democracy, and the public's confidence in it, for the sake of personal and partisan gain.Integrity Counts tells Raffensperger's inspiring story of commitment to the integrity of American democracy.

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  • Some Integrity
    Some Integrity

    Winner of the Lambda Literary Award for Gay Poetry 2023.Shortlisted for the John Pollard Foundation International Poetry Prize 2023.Longlisted for the Michael Murphy Memorial Prize 2023.Longlisted for the Polari Book Prize 2023. Shortlisted for the Forward Prize for Best First Collection 2022.Winner of the Clarissa Luard Prize 2021. In 'Minty', one of the typically charged and capacious poems in this eagerly-awaited debut collection, a mojito glass reflects:whatever grid of bricks & wood makes up the room wehappen to be sitting inis dilated & wrapped around a single focal-point; whateverportion of the sky that happensto be visible through the window becomes a convex bowl.Theweather also happens,as it always does, & passes on, & brings those other placeswhere it falls into the orbit of the glass. 'To look up from Padraig Regan's words is to find oneself gently re-fitted into the world,' writes Vahni Capideo, praising Padraig Regan's 'awesome originality and honesty'.The poems of Some Integrity bring something new to the Irish lyric tradition.Queerness is a way of looking, a perspective, grounded in an awareness of the porous and provisional nature of our bodies.The book's social encounters and exchanges, its responses to the work of artists, its figures in a landscape, and its considerations of food and desire, work as capsule narratives and as an exhilarating extension of that lyric tradition.

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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 referential integrity?

    Referential integrity is a database concept that ensures relationships between tables are maintained and consistent. It means that foreign key values in one table must match primary key values in another table. This ensures that data remains accurate and valid across different tables in the database. Referential integrity helps maintain data integrity and prevents orphaned records or inconsistencies in the database.

  • What is moral integrity?

    Moral integrity is the quality of having strong ethical principles and being honest, upright, and consistent in one's actions and decisions. It involves adhering to a set of values and beliefs, even when faced with challenges or temptations to compromise those principles. Individuals with moral integrity are trustworthy, reliable, and demonstrate a high level of character and accountability in their behavior.

  • What does integrity mean?

    Integrity means having strong moral principles and being honest and trustworthy in all aspects of life. It involves being true to oneself and others, and consistently acting in a way that aligns with one's values and beliefs. Integrity also encompasses being accountable for one's actions and taking responsibility for the impact they have on others. Overall, integrity is about maintaining a high standard of ethical behavior and doing the right thing, even when it may be difficult or unpopular.

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  • Penzion Integrity
    Penzion Integrity


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  • Integrity And Injury
    Integrity And Injury

    Ah, the latest offering from PLUS 49, the enigmatic band known for their eclectic sound and unpredictable musical choices. On their new album "Integrity And Injury," they continue to push the boundaries of genre blending with reckless abandon. From the opening track, it's clear that this is not your average album. The jarring combination of electronic beats, folk influences, and punk sensibilities creates a sonic landscape that is both chaotic and captivating. It's as if the band has thrown every musical idea they've ever had into a blender and hit the "puree" button. Lyrically, PLUS 49 doesn't hold back either. Their raw, confessional approach to songwriting is on full display here, with themes of heartbreak, rebellion, and existential dread permeating every track. It's like listening to a therapy session set to music, and it's both unsettling and strangely comforting. Despite the album's sometimes overwhelming intensity, there are moments of pure beauty to be found. The haunting melodies of tracks like "Silent Scream" and "Broken Wings" showcase the band's softer side, proving that they are just as adept at crafting delicate ballads as they are at creating sonic maelstroms. In the end, "Integrity And Injury" is a testament to PLUS 49's refusal to be confined by genre or convention. It's a challenging listen, to be sure, but for those willing to take the plunge, it's a rewarding one. So strap yourself in, dear reader, and prepare for a musical journey like no other.

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  • Structural Integrity Monitoring
    Structural Integrity Monitoring

    This book should be of interest to students and practitioners of materials science, production engineering and engineering design.

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  • Integrity and Historical Research
    Integrity and Historical Research

    There have been serious debates between historians, novelists and filmmakers as to how best present historical narratives.When writers and filmmakers talk of using historical research with integrity, what exactly do they mean?Integrity and Historical Research examines this question in detail.The first chapter discusses the concept of integrity.The chapters that follow reflect on this philosophical treatment in the light of fiction and film that deals with history in a number of ways.How should writers and filmmakers use lives? Can, and may, people who are now dead and who may have lived long ago, be defamed?The authors include academics, historians, social historians, medievalists, oral historians, literary theorists, historical novelists and script writers.They examine the theoretical influences and practical choices that involve and concern writers and filmmakers who rely on historical research.The desire to be accurate may often conflict with the need to produce a work that goes beyond the mere depiction of events in order to excite the interest of readers and to hold that interest.At the same time there is a developing emphasis on historians, to write well in clear, accessible prose, which may involve using the novelists’ techniques.How much license may be given to writers of fiction and filmmakers in their depiction of historical characters and events?This book begins to answer this question, while inviting further discussion.

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  • What does moral integrity mean?

    Moral integrity refers to the consistency and honesty in one's actions, values, and principles, even when faced with difficult situations or temptations. It involves having a strong sense of right and wrong and the courage to stand up for what is ethical and just. Individuals with moral integrity are trustworthy, reliable, and act in accordance with their beliefs, even when no one is watching.

  • Is the storage integrity disabled?

    No, the storage integrity is not disabled. The storage integrity ensures that data stored in a system remains intact and unaltered. Disabling storage integrity would compromise the security and reliability of the stored data, making it vulnerable to unauthorized access, corruption, or loss. Therefore, it is important to keep storage integrity enabled to maintain the trustworthiness of the stored data.

  • 'Can integrity not be verified?'

    Integrity can be difficult to verify because it is a personal quality that is often demonstrated through actions and behavior over time. While someone may claim to have integrity, it can be challenging to confirm without observing consistent ethical behavior and decision-making. Additionally, integrity is subjective and can be interpreted differently by different people, making it even more challenging to verify. However, certain actions and behaviors can provide evidence of integrity, such as honesty, accountability, and adherence to ethical principles.

  • What does "memory integrity disabled" mean?

    "Memory integrity disabled" typically refers to a security feature in a computer system that helps protect against memory-based attacks. When this feature is disabled, the system is more vulnerable to malicious activities that exploit vulnerabilities in the system's memory. It is important to enable memory integrity to enhance the security of the system and prevent unauthorized access or manipulation of data in memory.

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