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Samarakoon K: PYTHON FOR FINANCE: FROM
FUNDAMENTALS TO ADVANCED MODELING

PYTHON FOR FINANCE: FROM FUNDAMENTALS TO ADVANCED MODELING

Written by a successful entrepreneur who has guided hundreds of clients to six- and seven-figure breakthroughs,&nbsp;this book offers&nbsp;a grounded, spiritually aligned path to prosperity—so your&nbsp;income, your values, and your purpose finally&nbsp;match. Heal Your Money Karma is for yogis, seekers, and spiritually curious entrepreneurs who consult their astrological chart, know their dosha, or pull oracle cards for guidance—yet still feel stuck when it comes to money. Vedic astrologer and business coach Paula Crossfield reveals how inherited beliefs, ancestral patterns, and karmic imprints quietly shape your income, your career choices, and your sense of worth.&nbsp; Drawing on Indian philosophy and the psychology of money, Paula shows you how to bring your financial life into alignment with your values—without sacrificing prosperity. Weave ancient remedies like honoring Lakshmi, the Hindu goddess of wealth and prosperity, and work with planetary influences, with concrete tools like budgeting, tracking, and mindset work.&nbsp; You’ll learn how to:&nbsp; <ul><li>Spot the karmic patterns and ancestral stories that keep repeating in your finances&nbsp;</li></ul><ul><li>Use simple Vedic remedies (mantra, puja, charity, and timing) to shift stuck money karma&nbsp; </li><li>Work consciously with planetary influences on wealth and opportunity&nbsp;&nbsp; </li><li>Clarify your soul-level desires so you stop undercharging, overgiving, or playing small&nbsp; </li><li>Build practical systems—budgets, tracking, and structures—that feel supportive&nbsp; </li><li>Rewrite limiting money beliefs so your income reflects your gifts, not your fears&nbsp; </li></ul> Get ready to transform your relationship with money into one that is clear, empowered, and spiritually grounded—so your prosperity finally reflects the truth of who you are.​

Written by a successful entrepreneur who has guided hundreds of clients to six- and seven-figure breakthroughs,&nbsp;this book offers&nbsp;a grounded, spiritually aligned path to prosperity—so your&nbsp;income, your values, and your purpose finally&nbsp;match. Heal Your Money Karma is for yogis, seekers, and spiritually curious entrepreneurs who consult their astrological chart, know their dosha, or pull oracle cards for guidance—yet still feel stuck when it comes to money. Vedic astrologer and business coach Paula Crossfield reveals how inherited beliefs, ancestral patterns, and karmic imprints quietly shape your income, your career choices, and your sense of worth.&nbsp; Drawing on Indian philosophy and the psychology of money, Paula shows you how to bring your financial life into alignment with your values—without sacrificing prosperity. Weave ancient remedies like honoring Lakshmi, the Hindu goddess of wealth and prosperity, and work with planetary influences, with concrete tools like budgeting, tracking, and mindset work.&nbsp; You’ll learn how to:&nbsp; <ul><li>Spot the karmic patterns and ancestral stories that keep repeating in your finances&nbsp;</li></ul><ul><li>Use simple Vedic remedies (mantra, puja, charity, and timing) to shift stuck money karma&nbsp; </li><li>Work consciously with planetary influences on wealth and opportunity&nbsp;&nbsp; </li><li>Clarify your soul-level desires so you stop undercharging, overgiving, or playing small&nbsp; </li><li>Build practical systems—budgets, tracking, and structures—that feel supportive&nbsp; </li><li>Rewrite limiting money beliefs so your income reflects your gifts, not your fears&nbsp; </li></ul> Get ready to transform your relationship with money into one that is clear, empowered, and spiritually grounded—so your prosperity finally reflects the truth of who you are.​

Making Peace with Money and Honoring Your Soul's Purpose

Heal Your Money Karma

*VANITY FAIR'S BEST BOOKS OF 2025*ONE OF NEW REPUBLIC'S BOOKS OF THE YEAR*KIRKUS' BEST NONFICTION BOOKS OF THE YEAR 2025*ONE OF AV CLUB'S BEST BOOKS OF 2025*"[An] indictment of an industry that has cannily tilted the playing field in its favor. Bad Company details how clichéd abstractions like ‘consolidation’ and ‘efficiency’ have given cover to real betrayals.” - The New York TimesA timely work of singular reportage and a damning indictment of the private equity industry told through the stories of four American workers whose lives and communities were upended by the ruinous effects of private equity takeovers.Private equity runs our country, yet few Americans have any idea how ingrained it is in their lives. Private equity controls our hospitals, daycare centers, supermarket chains, voting machine manufacturers, local newspapers, nursing home operators, fertility clinics, and prisons. The industry even manages highways, municipal water systems, fire departments, emergency medical services, and owns a growing swath of commercial and residential real estate.Private equity executives, meanwhile, are not only among the wealthiest people in American society, but have grown to become modern-day barons with outsized influence on our politics and legislation. CEOs of firms like Blackstone, Carlyle, KKR, and Apollo are rewarded with seats in the Senate and on the boards of the country’s most august institutions; meanwhile, entire communities are hollowed out as a result of their buyouts. Workers lose their jobs. Communities lose their institutions. Only private equity wins.Acclaimed journalist Megan Greenwell’s Bad Company unearths the hidden story of private equity by examining the lives of four American workers that were devastated as private equity upended their employers and communities: a Toys R Us floor supervisor, a rural doctor, a local newspaper journalist, and an affordable housing organizer. Taken together, their individual experiences also pull back the curtain on a much larger project: how private equity reshaped the American economy to serve its own interests, creating a new class of billionaires while stripping ordinary people of their livelihoods, their health care, their homes, and their sense of security.In the tradition of deeply human reportage like Matthew Desmond’s Evicted, Megan Greenwell pulls back the curtain on shadowy multibillion dollar private equity firms, telling a larger story about how private equity is reshaping the economy, disrupting communities, and hollowing out the very idea of the American dream itself. Timely and masterfully told, Bad Company is a forceful rebuke of America’s most consequential, yet least understood economic forces.

*VANITY FAIR'S BEST BOOKS OF 2025*ONE OF NEW REPUBLIC'S BOOKS OF THE YEAR*KIRKUS' BEST NONFICTION BOOKS OF THE YEAR 2025*ONE OF AV CLUB'S BEST BOOKS OF 2025*"[An] indictment of an industry that has cannily tilted the playing field in its favor. Bad Company details how clichéd abstractions like ‘consolidation’ and ‘efficiency’ have given cover to real betrayals.” - The New York TimesA timely work of singular reportage and a damning indictment of the private equity industry told through the stories of four American workers whose lives and communities were upended by the ruinous effects of private equity takeovers.Private equity runs our country, yet few Americans have any idea how ingrained it is in their lives. Private equity controls our hospitals, daycare centers, supermarket chains, voting machine manufacturers, local newspapers, nursing home operators, fertility clinics, and prisons. The industry even manages highways, municipal water systems, fire departments, emergency medical services, and owns a growing swath of commercial and residential real estate.Private equity executives, meanwhile, are not only among the wealthiest people in American society, but have grown to become modern-day barons with outsized influence on our politics and legislation. CEOs of firms like Blackstone, Carlyle, KKR, and Apollo are rewarded with seats in the Senate and on the boards of the country’s most august institutions; meanwhile, entire communities are hollowed out as a result of their buyouts. Workers lose their jobs. Communities lose their institutions. Only private equity wins.Acclaimed journalist Megan Greenwell’s Bad Company unearths the hidden story of private equity by examining the lives of four American workers that were devastated as private equity upended their employers and communities: a Toys R Us floor supervisor, a rural doctor, a local newspaper journalist, and an affordable housing organizer. Taken together, their individual experiences also pull back the curtain on a much larger project: how private equity reshaped the American economy to serve its own interests, creating a new class of billionaires while stripping ordinary people of their livelihoods, their health care, their homes, and their sense of security.In the tradition of deeply human reportage like Matthew Desmond’s Evicted, Megan Greenwell pulls back the curtain on shadowy multibillion dollar private equity firms, telling a larger story about how private equity is reshaping the economy, disrupting communities, and hollowing out the very idea of the American dream itself. Timely and masterfully told, Bad Company is a forceful rebuke of America’s most consequential, yet least understood economic forces.

Private Equity and the Death of the American Dream

Bad Company

Part life philosophy, part financial clarity, and part real-world wisdom from a hugely popular estate planning attorney who has seen what happens when families plan and when they don't. I'm Sorry I'm Dead helps readers confront the reality of life's end, not in a morbid way, but in a deeply empowering one. Estate planning attorney, entrepreneur, and best-selling author Pamela Maass Garrett aka Law Mother has helped thousands of families navigate what happens when someone dies. She has seen firsthand that the biggest problems families face are rarely legal: they are emotional, relational, and the result of decisions never made . . . siblings that stop speaking over a dispute about their parent's home, a grieving widow locked out of bank accounts because she didn't know how to get access, and families forced to guess about critical medical decisions. All of these problems can be easily avoided. In this book, Garrett introduces a powerful mindset shift: when you face the end of life honestly, you begin living more intentionally today. Through compelling stories from real families, practical financial insights, and simple decision-making frameworks, readers learn how to take control of their lives before circumstances take control of them. The book guides readers through the most important life decisions most people avoid: · how to organize finances and build real wealth · how to protect loved ones legally and emotionally · how to make difficult family decisions before crisis strikes · how to prevent conflict, confusion, and regret after death · how to create a legacy that strengthens future generations rather than unintentionally burdening them with a huge tax bill · what you really can and can't do Rather than overwhelming readers with technical legal details, I'm Sorry I'm Dead offers a clear philosophy and practical tools for making the decisions that matter most. The result is a life lived with greater clarity, stronger relationships, and the peace of knowing the people you love will be protected. This book is for anyone who wants to stop drifting through life and start deciding it.

Estate Planning for Peace of Mind, Protection and a Life Well Lived

I’m Sorry I’m Dead . . . Now What?

Public-Private Partnerships for Infrastructure, Third Edition explains how public-private partnerships are prepared, procured, financed, and managed from both public- and private-sector perspectives. As the use of public-private partnerships continues to develop and evolve worldwide, this leading resource synthesizes the latest approaches. The third edition has been updated throughout to reflect changes due to increased focus on assessing the case for different PPP approaches, evolving approaches to value for money, management of mature PPP contracts and their expiry, managing new and emerging risks such as climate resiliency, new market players, and more. This book emphasizes a step-by-step approach within a comprehensive, cross-referenced format. It includes clear explanations of PPP evaluation, structuring and financing concepts for those new to the topic, and it uses detailed reference points for more experienced practitioners. It draws from the authors’ public and private sector experience and practice in PPP markets worldwide to provide a perspective on practical application of the key underlying principles. This book is an invaluable resource for public sector PPP policymakers, project procuring authorities as well as private sector investors and lenders. Upper-division undergraduates and graduate students studying the delivery and financing of large projects will also find this book an ideal reference for public policy issues and structured finance.

Principles of Policy and Finance

Public-Private Partnerships for Infrastructure

What works-and what doesn't-when companies try to do goodCan companies really be "socially responsible"-and should they try? This debate is newly urgent as consumers, employees, and investors push companies to take a stand on everything from climate change to inequality. In this lively and clear-eyed book, economist Ray Fisman cuts through the rhetoric around "doing well by doing good" to show what actually changes corporate behavior and what doesn't-and what corporations should really do if they have society's interests at heart. He will answer questions many of us may be asking:¿ Will consumers pay more for eco-friendly products? ¿ Will employees work harder if they're paid a living wage? ¿ Do ESG (environmental, social, and governance) funds make a difference? ¿ Should you pay more for fair-trade coffee at your local café? (Yes, you should.)Drawing on decades of evidence, Fisman examines which approaches to corporate responsibility make a genuine difference-and which are cheap talk, or worse. The result is a practical framework for understanding the tradeoffs between profit and purpose, recognizing which efforts to do good are likely to succeed, and how your choices can push companies to do better.

The Economics of Making Business Do the Greatest Good

The Model Company

A financial planning guide built specifically for adults living without children&nbsp; In&nbsp;But Who Will Take Care of You When You're Old?: Financial Planning for Life Without Kids, CPA and CFP® Kelley C. Long draws on over 20 years of client-facing financial planning experience to address a reality facing more than 20% of U.S. adults: how to finance later-life and end-of-life care without children to help.&nbsp; Long provides a step-by-step approach to life and financial planning that moves beyond the traditional model built around raising children,&nbsp;saving for&nbsp;retirement at 65, and leaving a legacy. The book includes exercises to address internal blocks around counter-cultural lifestyle choices alongside practical personal finance strategies for achieving financial independence on your own terms.&nbsp; Readers will also find:&nbsp; <ul> <li>Guidance on funding later-life care independently, without relying on family members to coordinate or provide support&nbsp;</li> </ul> <ul> <li>Strategies for pursuing meaningful goals like career changes, travel, or starting a business while&nbsp;maintaining&nbsp;financial security&nbsp;</li> </ul> <ul> <li>Exercises designed to build confidence in lifestyle decisions that diverge from conventional expectations around family and finances&nbsp;</li> </ul> <ul> <li>Practical approaches to personal finance that do not assume legacy planning or dependent-centered savings as primary objectives&nbsp;</li> </ul> <ul> <li>A framework for balancing present-day fulfillment with long-term planning to ensure you can afford care when needed&nbsp;</li> </ul> Written for Millennial and Gen X adults who are child-free by choice or circumstance, whether single or partnered, this book provides the financial planning tools and mindset shifts needed to live fully now while preparing to fund your own care later in life.&nbsp;

Financial Planning for Life Without Kids

But Who Will Take Care of You When You're Old?

Measure the business impact of HR investments and make evidence-based people decisions driving organizational performance. Investing in People is the definitive guide for HR leaders, people analytics specialists, consultants, and business executives who need to demonstrate the financial value of human capital initiatives. Fully updated in its fourth edition, it provides a rigorous, research-based framework for evaluating HR investments, aligning people strategies with business goals, and translating workforce data into insights that senior leaders value. Written by Wayne F. Cascio, Fred Oswald, and Alexis A. Fink, internationally recognized experts in human resources, organizational psychology, and people analytics, this authoritative guide combines decades of research with extensive practical experience. Drawing on psychology, economics, finance, and accounting, it provides proven frameworks for evaluating HR initiatives, maximizing return on investment, and strengthening HR's strategic influence across the organization. You'll learn how to: - Evaluate the financial impact and return on investment of HR programs using proven, evidence-based methodologies - Align talent acquisition, employee engagement, learning, wellbeing, compensation, and pay equity initiatives with strategic business objectives - Translate workforce and people analytics into meaningful insights that strengthen executive decision-making and organizational credibility - Apply practical frameworks to emerging challenges, including AI, digital transformation, organizational change, and workforce planning &gt;Featuring updated case studies, practical tools, companion software with real-time currency conversion, and a customizable code library, this comprehensive guide helps you connect people strategy to the metrics that matter most. Whether you're leading an HR function, advising senior executives, or shaping workforce strategy, Investing in People equips you to make smarter investment decisions, demonstrate measurable business value, and position HR as a strategic driver of organizational success. Themes include: people analytics, HR strategy, human capital, HR ROI, workforce analytics, evidence-based HR, talent management, organizational performance, AI in HR, compensation, pay equity, employee engagement, strategic workforce planning, organizational change

Financial Impact of Human Resource Initiatives

Investing in People

Embedding Resilience and Third Party Risk

Holistic Enterprise Risk Management

Today you can know the future. But look inside to discover trading legend Larry Williams has correctly forecast major stock market highs, lows and individual stock performance. This definitive guide pulls back the curtain on the cycles that drive the stock market. As the Robbins World Cup champion who famously turned $10,000 into $1.1 million in just 12 months, Larry takes you step-by-step through his rigorous methodology, built on historical stock data dating back to 1785. You will learn to discard the market myths and focus on the strategies that actually work, supported by a proven public record of success. Whether you are a swing trader, a long-term investor, or simply someone looking to protect your capital, this book provides the roadmap you need. This isn't just theory; it is the culmination of a legendary career designed to help you spot major market highs and lows with confidence. Stop guessing where the market is going. Learn the secrets of the cycles, eliminate the anxiety of uncertainty, and secure your financial future with a must-have classic from one of the industry's most respected voices.

How to use cycles to forecast the stock market and economy

Trading the Hidden Clock

Harriman House Essentials

No Worries

ESSENTIALS OF DERIVATIVE SECURITIES

A dazzling exploration of the phenomenon of prediction betting markets that asks: what happens when democracy becomes another commodity? For many, Donald Trump's decisive election victory over Kamala Harris in 2024 was a shock. Traditional polls had the race on a razor's edge. But, for those with eyes on prediction betting markets, a very different story was being told. In recent years, prediction markets have swept the world, fundamentally changing the nature of the gambling market, and making their youthful pioneers billionaires. Posed as binary 'Yes/No' questions about future events, prediction bets allow any difference of opinion - whether on politics, wars, assassinations or popular culture - to be financialised. But are these markets really a new phenomenon? What does it mean when markets get closer to the truth than the institutions we built to protect us? And what happens when those tasked with safeguarding democracy possess financial stakes in its volatility? From Renaissance Rome, where merchants wagered on papal conclaves, through London coffee house gossip during the Napoleonic Wars, to the Pentagon's ill-fated terrorism futures exchange, The Big Bet describes the full five-hundred-year arc of a permissive regime which no one designed and no one voted for. Drawing on deep expertise, Michael Auerbach examines how these markets are changing our world, and what they mean for the future of our democratic self-governance. Because they are not an anomaly - they are the logical endpoint of a society that has applied market capitalism to every aspect of life. And in a world when everything is a wager and nothing is off limits, knowing where the chips will fall matters more than ever.

Prediction Markets and the Future of Democracy

The Big Bet

PYTHON FOR FINANCE: FROM FUNDAMENTALS TO ADVANCED MODELING

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