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Data Science with Python: AI Applications for Finance by Hayden Van Der Post, Reactive Publishing
English | April 5, 2025 | ASIN: B0F3VKKRXL | 725 pages | EPUB | 0.62 Mb
In a world where algorithms dominate markets and data drives decisions, Data Science with Python: AI Applications for Finance equips you with the tools and techniques to lead the charge. Whether you're an aspiring quant, a financial analyst, or a seasoned professional looking to integrate cutting-edge AI into your workflow, this comprehensive guide delivers the essential knowledge you need to thrive in modern finance.

Inside, you'll explore:Core Python foundations tailored for financial modeling and analyticsStep-by-step implementations of machine learning and deep learning in trading, risk management, and portfolio optimizationReal-world case studies applying AI to fraud detection, robo-advisory systems, and algorithmic tradingTime series forecasting using LSTM, ARIMA, and ProphetHow to harness NLP for sentiment analysis on market data and news feedsDeployment strategies for scalable AI models in production environmentsEach chapter blends theoretical insights with practical, hands-on Python code examples, ensuring you not only understand the concepts-but can build and deploy them immediately.
Whether you're building automated trading systems, enhancing financial decision-making, or preparing for the future of fintech, this book is your roadmap to mastering the intersection of AI, Python, and finance.

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Data Science with Python for Beginners by Ken Schmidt
English | 2024 | ISBN: 2940180774347 | 150 pages | MOBI | 0.44 Mb
In this accessible and engaging book, you'll traverse the fundamentals of Python programming, seamlessly transitioning into the realm of data science. From setting up your Python environment to mastering essential libraries like NumPy, Pandas, and MatDescriptionlib, each chapter builds upon the last, providing a scaffolded approach to learning.

Explore the art of data wrangling with Pandas, gaining proficiency in cleaning, preprocessing, and merging datasets. Demystify the complexities of exploratory data analysis (EDA) and statistical concepts, empowering you to make informed decisions and draw valuable insights from your data.
Dive into the heart of machine learning, where you'll grasp the basics of model training, evaluation, and hyperparameter tuning using the powerful Scikit-Learn library. Discover the significance of feature engineering, delve into time series analysis, and unravel the potential of big data with Apache Spark and Dask.
As you progress, the book navigates through advanced tools for data visualization, such as Descriptionly and Dash, allowing you to create stunning and interactive visualizations that bring your data to life. Uncover the ethical considerations in data science, addressing bias, privacy, and security, and cap off your journey with real-world projects and case studies, cementing your newfound skills.
"Data Science with Python for Beginners" is not just a book; it's your companion in the evolving landscape of data science. Packed with practical examples, exercises, and hands-on projects, this guide instills confidence in beginners and ignites a passion for data exploration and analysis. Whether you aspire to make data-driven decisions or embark on a career in data science, this book is your key to unlocking the doors of insight and innovation. Let Python be your guide as you unravel the vast possibilities of data science!

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Data Visualization in R and Python by Marco Cremonini
English | December 12, 2024 | ISBN: 1394289480 | 576 pages | MOBI | 28 Mb
Communicate the data that is powering our changing world with this essential text

The advent of machine learning and neural networks in recent years, along with other technologies under the broader umbrella of 'artificial intelligence,' has produced an explosion in Data Science research and applications. Data Visualization, which combines the technical knowledge of how to work with data and the visual and communication skills required to present it, is an integral part of this subject. The expansion of Data Science is already leading to greater demand for new approaches to Data Visualization, a process that promises only to grow.
Data Visualization in R and Python offers a thorough overview of the key dimensions of this subject. Beginning with the fundamentals of data visualization with Python and R, two key environments for data science, the book proceeds to lay out a range of tools for data visualization and their applications in web dashboards, data science environments, graphics, maps, and more. With an eye towards remarkable recent progress in open-source systems and tools, this book offers a cutting-edge introduction to this rapidly growing area of research and technological development.
Data Visualization in R and Python readers will also find:Coverage suitable for anyone with a foundational knowledge of R and PythonDetailed treatment of tools including the GgDescription2, Seaborn, and Altair libraries, Descriptionly/Dash, Shiny, and othersCase studies accompanying each chapter, with full explanations for data operations and logic for each, based on Open Data from many different sources and of different formatsData Visualization in R and Python is ideal for any student or professional looking to understand the working principles of this key field.

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Data-Driven Analytics for Healthcare: Artificial Intelligence and Machine Learning for Medical Diagnostics by Meghna Sharma, Priyanka Vashisht, A. V. Senthil Kumar
English | February 10, 2025 | ISBN: 1774917602 | 274 pages | MOBI | 12 Mb
The new book highlights the application of artificial intelligence, machine learning, and deep learning techniques to diagnose medical problems. General predictive analysis methods are explained in disease detection applications along with machine learning techniques for the implementation of predictive analysis methods. The book covers object detection approaches for diseases such as pneumonia, application of monitoring and tracking the coronavirus disease, various endodontic applications for handling diagnostic abnormalities using deep learning methods, applications of healthcare for human activity recognition, and more.

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Data-Driven Decision Making by Jeanne Poulose, Vinod Sharma, Chandan Maheshkar
English | July 28, 2024 | ISBN: 9819729017 | 337 pages | MOBI | 7.74 Mb
This book delves into contemporary business analytics techniques across sectors for critical decision-making. It combines data, mathematical and statistical models, and information technology to present alternatives for decision evaluation. Offering systematic mechanisms, it explores business contexts, factors, and relationships to foster competitiveness. Beyond managerial perspectives, it includes contributions from professionals, academics, and scholars worldwide, delivering comprehensive knowledge and skills through diverse viewpoints, cases, and applications of analytical tools. As an international business science reference, it targets professionals, academics, researchers, doctoral scholars, postgraduate students, and research organizations seeking a nuanced understanding of modern business analytics.

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Datenschutz für Entscheider in Marketing und Vertrieb: Die DSGVO - Vom Spielverderber zum Wettbewerbsvorteil (German Edition) by Andreas Krämer, Reinhold Mauer
German | September 20, 2023 | ISBN: 3658419016 | 212 pages | MOBI | 7.14 Mb
Dieses Buch sensibilisiert für die konkreten Anforderungen, die mit der DSGVO verbunden sind. Es stellt Hinweise bereit, die helfen sollen, grobe Fehler zu verhindern, aber auch aufzeigen, wie durch ein aktives Management Wettbewerbsvorteile durch Datenschutz erreicht werden können. Die Autoren zielen darauf ab, erstens in knapper und eingängiger Form Transparenz zu den rechtlichen Rahmenbedingungen durch die DSGVO allgemein und speziell in Bezug auf Aktivitäten in Marketing und Vertrieb zu schaffen. Im Hauptteil wird zweitens anhand von ausgewählten Marketing- und Vertriebsaktivitäten aufgezeigt, an welchen Stellen Datenschutzbestimmungen (als limitierender Faktor) wirken und welche Maßnahmen erforderlich sind, um das volle Marketingpotenzial im Kundenkontakt ausschöpfen zu können. Betrachtet werden Marketingaktivitäten, die für Unternehmen zum einen wichtig sind (z. B. unmittelbares Umsatzpotenzial) oder eine direkte Schnittstelle zum Kunden bilden und zum anderen Bereiche, in denen derzeit starke Unsicherheiten bei den Entscheidern in Hinblick auf datenschutzrechtliche Belange bestehen. Diese betreffen die Erfassung, Speicherung und Nutzung von personenbezogenen Daten. Abschließend wird drittens aufgezeigt, wie sich das Thema Datenschutz aus der Rolle eines limitierenden Faktors zu einem Erfolgsfaktor für das Marketing umgestalten lässt. Dazu bieten Checklisten eine komprimierte Orientierungshilfe im operativen Bereich.

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David Kibbe's Power of Style: A Guided Journey to Help You Discover Your Authentic Style by David Kibbe
English | January 7, 2025 | ISBN: 0593581148 | 256 pages | PDF | 52 Mb
Welcome to legendary style guru David Kibbe's program of Love-Based Beauty, filled with revolutionary techniques to unlock the secret superpower that is your Authentic Style.

Prepare for a guided journey to play your way to style! Kibbe's ingenious method of games will take you by the hand to uncover all the things that are unique to you. His aspirational vision of beauty will help you completely redefine what style is, what it can do for you, and how it can help you uplift the world around you.
As you travel this journey, you will learn such visionary concepts as: beauty comes from individuality; style evolves from identity; there are no "flaws"-only unique characteristics; you are exactly who you are "supposed" to be; you are a star-it is your irrefutable birthright.
This trail-blazing style bible includes:
* 82 dazzling visuals representing all ages, body sizes and backgrounds.
* Overhauls and updates of his groundbreaking Image Identity and Color systems.
* His cutting-edge recipes for Makeup, Hair, and Victorious Shopping.
Here you will find all you need to banish the old, restrictive style rules of yesterday and smash the stifling boxes of stereotypes.David Kibbe's Power of Stylewill give you everything you need to know to capture your star quality and reveal it to the world with confidence and joy!This game-changing guide is your definitive style companion for the twenty-first century.

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David's Politics : Servant, Rebel, King By Paul R. Abramson
2016 | 161 Pages | ISBN: 1498545513 | EPUB | 1 MB
David's Politics evaluates what we can learn about politics by studying David's life as presented in the Books of Samuel through the first two chapters of 1 Kings. I begin by discussing the rules for kingship set forth in Deuteronomy and carry this through to the elders' demand that the prophet Samuel appoint a king. Despite his reluctance he appoints Saul, who has many military successes. But when he fails when he fails to annihilate the Amalekites God withdraws his grace and Saul falls into a state of depression, which grows worse as the story progresses. David is called to Saul's court as a musician. I argue that he has three roles, first as a servant to King Saul, second as a rebel against Saul, and third as king. As a servant to Saul, David establishes his credentials as a warrior and also becomes the king's son-in-law. As a rebel against Saul, David again takes actions that solidify his future support in Israel and Judah. David has two opportunities to kill Saul, but refuses to kill him. He also cements his political support in Judah. After becoming king, David's military successes are the prime reason for his support. He also administered justice, which may have further bolstered his legitimacy. Indeed, David did what was right "all the days of his life, except in the matter of Uriah the Hittite" (1 Kings 15:5). By committing adultery with Bathsheba, Uriah's wife, and by having Uriah murdered, David brings grief upon himself and his family: the rape of his only named daughter, the murder of Amnon, his first-born son and the death in battle of Absalom, who is probably David's oldest surviving son. Throughout most of this account David displays remarkable political sagacity, and more can be learned studying his life than that of any other king of Israel or Judah.

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Daylight at Midnight : Reflections for Women on Esther By Jane McNabb
2007 | 91 Pages | ISBN: 1850787565 | EPUB | 1 MB
At a dark and terrifying period in Israel's history, the story of Esther reminds us of the light that shines from God's providence, his love and continued faithfulness towards his people. Daylight at Midnight traces this dramatic story as we see a young Jewess become a Persian Queen and be used for the deliverance of her people. As the central characters are examined and the Description unfolds, we are challenged to reflect on personal applications, aided by end-of-chapter questions. Crucially, through seeing Esther's obedience, Mordecai's faith and Haman's opposition, we are reminded of the thrilling and undeniable fact that God is greater than Satan's schemes.

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Dcap504 Computer Graphics by Mandeep Kaur
English | 2024 | ISBN: 9789387034655 | 234 pages | PDF | 6.48 Mb
Objectives: This course provides an introduction to the principles of computer graphics. In particular, the course will consider

methods for modelling 3-dimensional objects and efficiently generating photorealistic renderings on colour raster graphics
devices. The emphasis of the course will be placed on understanding how the various elements that underlie computer
graphics (algebra, geometry, algorithms and data structures, optics, and photometry) interact in the design of graphics
software systems.

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Dea Loher: Three Plays By Dea Loher; David Tushingham
2014 | 162 Pages | ISBN: 1783190620 | EPUB | 1 MB
Dea Loher is one of the most powerful and individual voices in German theatre today. This volume brings together three of her plays to be performed in English. Olga 's Room: Communist. Jew. Revolutionary. Lover. Mother. Olga Benario's story is a searing tale of survival as alongside her fellow prisoners she struggles to hold onto her disintegrating sense of self. Based on real events of the 1930s-40s, Dea Loher's gripping first play spans Brazilian revolution and Nazi dictatorship. Innocence: A city by the sea. 14 people on the edge. Illegal immigrants afraid of being arrested for a good deed. A philosopher who burns her own books. A woman seeking forgiveness for crimes she didn't commit. A young married man who finds fulfilment laying out corpses. A blind stripper who spends her life being watched by men she cannot see. Innocence is a darkly comic panorama of urban restlessness. Land Without Words : War meets art in this intimate parable. A painter seeks the perfect image, but in K., a Middle Eastern city, she experiences the effects of war, violence and poverty, impossible to depict. Now she is forced to confront her lifelong beliefs in the value of art, and how to deal with her position in the world today.

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Dear Miss Perkins: A Story of Frances Perkinss Efforts to Aid Refugees from Nazi Germany by Rebecca Brenner Graham
English | January 21, 2025 | ISBN: 0806543175 | 336 pages | PDF | 2.99 Mb
A fascinating portrait of the progressive female trailblazer and US Secretary for Labor who navigated the foreboding rise of Nazism in her battle to make America a safer place for refugees.

She was the first woman to serve in a presidential cabinet, the longest-serving Labor Secretary, and an architect of the New Deal. Yet beyond these celebrated accomplishments there is another dimension to Frances Perkins's story. Without fanfare, and despite powerful opposition, Perkins helped save the lives of countless Jewish refugees fleeing Nazi Germany.
"Immigration problems usually have to be decided in a few days. They involve human lives. There can be no delaying," Perkins wrote in her memoir, The Roosevelt I Knew. In March 1933, at the height of the Great Depression, Perkins was appointed Secretary of Labor by FDR. As Hitler rose to power, thousands of German-Jewish refugees and their loved ones reached out to the INS-then part of the Department of Labor-applying for immigration to the United States, writing letters that began "Dear Miss Perkins . . ."
Perkins's early experiences working in Chicago's famed Hull House and as a firsthand witness to the horrific Triangle Shirtwaist fire shaped her determination to advocate for immigrants and refugees. As Secretary of Labor, she wrestled widespread antisemitism and isolationism, finding creative ways to work around quotas and restrictive immigration laws. Diligent, resilient, empathetic, yet steadfast, she persisted on behalf of the desperate when others refused to act.
Based on extensive research, including thousands of letters housed in the National Archives, Dear Miss Perkins adds new dimension to an already extraordinary life story, revealing at last how one woman tried to steer the nation to a better, more righteous course.

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Death in American Texts and Performances : Corpses, Ghosts, and the Reanimated Dead By Mark Pizzato; Lisa K. Perdigao
2010 | 229 Pages | ISBN: 0754669076 | EPUB | 1 MB
How do twentieth and twenty-first century artists bring forth the powerful reality of death when it exists in memory and lived experience as something that happens only to others? Death in American Texts and Performances takes up this question to explore the modern and postmodern aesthetics of death. Working between and across genres, the contributors examine literary texts and performance media, including Robert Lowell's For the Union Dead, Luis Valdez' Dark Root of a Scream, Amiri Baraka's Dutchman, Thornton Wilder's Our Town, John Edgar Wideman's The Cattle Killing, Toni Morrison's Sula and Song of Solomon, Don DeLillo's White Noise and Falling Man, and HBO's Six Feet Under. As the contributors struggle to convey the artist's crisis of representation, they often locate the dilemma in the gap between artifice and nature, where loss is performed and where re-membering is sometimes literally reenacted through the bodily gesture. While artists confront the impossibility of total recovery or transformation, so must the contributors explore the gulf between real corpses and their literary or performative reconstructions. Ultimately, the volume shows both artist and critic grappling with the dilemma of showing how the aesthetics of death as absence is made meaningful in and by language.

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Decentralized Finance: The Impact of Blockchain-Based Financial Innovations on Entrepreneurship (Financial Innovation and Technology) by Sami Basly
English | February 16, 2024 | ISBN: 3031495144 | 201 pages | MOBI | 3.79 Mb
This book provides a comprehensive overview of the rapidly expanding field of decentralized finance (DF) and discusses how entrepreneurs can leverage it in their business activities.

Decentralized finance (DF) is a system for exchanging value without centralized intermediaries. It relies heavily on peer-to-peer lending and borrowing, decentralized exchanges, trustless systems, and blockchain. Decentralized Finance is seen as a disruptive technology that could replace traditional financial systems in the future due to its advantages of being inclusive, non-discriminatory, resilient to risk management failures, cost-effective for lenders and borrowers to access the system and more efficient in terms of financial intermediation through automated trustless systems.
This book explains the challenges and opportunities that these blockchain-based financial innovations present for both entrepreneurship and the broader financial system.

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Decline & Fall : Europe's Slow Motion Suicide By Bruce S. Thornton
2007 | 168 Pages | ISBN: 1594032068 | PDF | 1 MB
Once a colossus dominating the globe, Europe today is a doddering convalescent. Sluggish economic growth, high unemployment, an addiction to expensive social welfare entitlements, a dwindling birth-rate among native Europeans, and most important, an increasing Islamic immigrant population chronically underemployed yet demographically prolific--all point to a future in which Europe will be transformed beyond recognition, a shrinking museum culture riddled with ever-expanding Islamist enclaves. Decline and Fall tells the story of this decline by focusing on the larger cultural dysfunctions behind the statistics. The abandonment of the Christian tradition that created the West's most cherished ideals--a radical secularism evident in Europe's indifference to God and church--created a vacuum of belief into which many pseudo-religions have poured. Scientism, fascism, communism, environmentalism, multiculturalism, sheer hedonism-- all have attempted and failed, sometimes bloodily, to provide Europeans with an alternative to Christianity that can show them what is worth living and dying for. Meanwhile a resurgent Islam, feeding off the economic and cultural marginalization of European Muslims, knows all too well not just what is worth dying for, but what is worth killing for. Crippled by fashionable self-loathing and fantasies of multicultural inclusiveness, Europeans have met this threat with capitulation instead of strength, appeasement and apologies instead of the demand that immigrants assimilate. As Decline and Fall shows, Europe's solution to these ills--a larger and more powerful European Union--simply exacerbates the problems, for the EU cannot address the absence of a unifying belief that can spur Europe even to defend itself, let alone to recover its lost grandeur. As these problems worsen, Europe will face an unappetizing choice between two somber destinies: a violent nationalistic or nativist reaction, or, more likely, a long descent into cultural senescence and slow-motion suicide.

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