The Science Of Finance

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Big Data Science in Finance

Author : Irene Aldridge
Publisher : John Wiley & Sons
ISBN 13 : 1119602971
Total Pages : 336 pages
Book Rating : 4.1/5 (196 download)

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Book Synopsis Big Data Science in Finance by : Irene Aldridge

Download or read book Big Data Science in Finance written by Irene Aldridge and published by John Wiley & Sons. This book was released on 2021-01-08 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explains the mathematics, theory, and methods of Big Data as applied to finance and investing Data science has fundamentally changed Wall Street—applied mathematics and software code are increasingly driving finance and investment-decision tools. Big Data Science in Finance examines the mathematics, theory, and practical use of the revolutionary techniques that are transforming the industry. Designed for mathematically-advanced students and discerning financial practitioners alike, this energizing book presents new, cutting-edge content based on world-class research taught in the leading Financial Mathematics and Engineering programs in the world. Marco Avellaneda, a leader in quantitative finance, and quantitative methodology author Irene Aldridge help readers harness the power of Big Data. Comprehensive in scope, this book offers in-depth instruction on how to separate signal from noise, how to deal with missing data values, and how to utilize Big Data techniques in decision-making. Key topics include data clustering, data storage optimization, Big Data dynamics, Monte Carlo methods and their applications in Big Data analysis, and more. This valuable book: Provides a complete account of Big Data that includes proofs, step-by-step applications, and code samples Explains the difference between Principal Component Analysis (PCA) and Singular Value Decomposition (SVD) Covers vital topics in the field in a clear, straightforward manner Compares, contrasts, and discusses Big Data and Small Data Includes Cornell University-tested educational materials such as lesson plans, end-of-chapter questions, and downloadable lecture slides Big Data Science in Finance: Mathematics and Applications is an important, up-to-date resource for students in economics, econometrics, finance, applied mathematics, industrial engineering, and business courses, and for investment managers, quantitative traders, risk and portfolio managers, and other financial practitioners.

Machine Learning and Data Science Blueprints for Finance

Author : Hariom Tatsat
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1492073008
Total Pages : 432 pages
Book Rating : 4.4/5 (92 download)

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Book Synopsis Machine Learning and Data Science Blueprints for Finance by : Hariom Tatsat

Download or read book Machine Learning and Data Science Blueprints for Finance written by Hariom Tatsat and published by "O'Reilly Media, Inc.". This book was released on 2020-10-01 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the next few decades, machine learning and data science will transform the finance industry. With this practical book, analysts, traders, researchers, and developers will learn how to build machine learning algorithms crucial to the industry. You’ll examine ML concepts and over 20 case studies in supervised, unsupervised, and reinforcement learning, along with natural language processing (NLP). Ideal for professionals working at hedge funds, investment and retail banks, and fintech firms, this book also delves deep into portfolio management, algorithmic trading, derivative pricing, fraud detection, asset price prediction, sentiment analysis, and chatbot development. You’ll explore real-life problems faced by practitioners and learn scientifically sound solutions supported by code and examples. This book covers: Supervised learning regression-based models for trading strategies, derivative pricing, and portfolio management Supervised learning classification-based models for credit default risk prediction, fraud detection, and trading strategies Dimensionality reduction techniques with case studies in portfolio management, trading strategy, and yield curve construction Algorithms and clustering techniques for finding similar objects, with case studies in trading strategies and portfolio management Reinforcement learning models and techniques used for building trading strategies, derivatives hedging, and portfolio management NLP techniques using Python libraries such as NLTK and scikit-learn for transforming text into meaningful representations

Robert C. Merton and the Science of Finance: A Collection

Author : Luis Garcia-Feijóo
Publisher : CFA Institute Research Foundation
ISBN 13 : 1944960074
Total Pages : 159 pages
Book Rating : 4.9/5 (449 download)

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Book Synopsis Robert C. Merton and the Science of Finance: A Collection by : Luis Garcia-Feijóo

Download or read book Robert C. Merton and the Science of Finance: A Collection written by Luis Garcia-Feijóo and published by CFA Institute Research Foundation. This book was released on 2020 with total page 159 pages. Available in PDF, EPUB and Kindle. Book excerpt: In 2019, MIT hosted a 75th birthday symposium in honor of Robert C. Merton. The event included presentations by students and colleagues explaining the influence Merton has had on the profession and on their ideas. Each presenter focused on a specific aspect of Merton’s life and contributions so that the audience could gain a full picture of Merton’s influence while avoiding repetition across presentations. The brief contains edited transcripts of some of the speeches and panel discussions that took place at the symposium. The presentations cover Merton’s career, highlighting both his foundational work on continuous time finance and the functional approach to understanding organizations as well as recent work on retirement security and trust. Some of the presentations unveil new aspects of his life. Merton’s father, Robert K. Merton, was one of the most important sociologists of the 20th century, being the originator of concepts such as role model, unanticipated consequences, and self-fulfilling prophecies. Another of the presentations makes a convincing case for Merton as the first financial engineer; the presenter argues that a body of knowledge becomes a science when a field of engineering emerges from it. If that is the case, this brief achieves two goals. It celebrates the influence of Merton on the theory and practice of finance through a series of engaging presentations, and it traces the birth of finance as a science on its own.

The Physics of Finance

Author : James Owen Weatherall
Publisher : Short Books
ISBN 13 : 9781780721392
Total Pages : 0 pages
Book Rating : 4.7/5 (213 download)

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Book Synopsis The Physics of Finance by : James Owen Weatherall

Download or read book The Physics of Finance written by James Owen Weatherall and published by Short Books. This book was released on 2013 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: A book which reveals the people and ideas on the cusp of a new era in finance.

The Making of Finance

Author : Isabelle Chambost
Publisher : Routledge
ISBN 13 : 1351016091
Total Pages : 290 pages
Book Rating : 4.3/5 (51 download)

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Book Synopsis The Making of Finance by : Isabelle Chambost

Download or read book The Making of Finance written by Isabelle Chambost and published by Routledge. This book was released on 2018-09-26 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: Using a variety of theoretical frameworks drawn from the social sciences, the contributions in this edited collection offer a critical perspective on the dominant paradigms used in contemporary financial activities. Through a detailed study of the organisation and functioning of financial intermediaries and institutions, the contributors to this volume analyse ‘finance in the making’, by shedding light on the structuring of banking and financial systems, on their capacity to prescribe action and control, on their modes of regulation and, more generally, on the process of financialisation. Contributions presented in this volume have been written by authors working within the ‘social studies of finance’ tradition, a research programme that emerged twenty years ago, with the aim of addressing a diversity of financial fieldworks and related theoretical questions. This book, therefore, sheds light on different areas that are representative of contemporary financial realities. Specifically, it first studies the work of financial employees: traders, salespeople, investment managers, financial analysts, investment consultants, etc. but also provides an analysis of a range of financial instruments: financial schemes and contracts, financial derivatives, socially responsible investment funds, as well as market rules and regulations. Finally, it puts into perspective the organisations contributing to this financial reality: those developing and selling financial services (retail banks, brokerage houses, asset management firms, private equity firms, etc.), and also those contributing to the regulation of such activities (banking regulators, financial market authorities, credit rating agencies, the State, to name a few). Each text can be read without any specific knowledge of finance; the book is thus addressed to anyone willing to better understand the intricacies of contemporary financial realities.

The Necessity of Finance

Author : Anthony M. Criniti (IV.)
Publisher :
ISBN 13 : 9780988459502
Total Pages : 224 pages
Book Rating : 4.4/5 (595 download)

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Book Synopsis The Necessity of Finance by : Anthony M. Criniti (IV.)

Download or read book The Necessity of Finance written by Anthony M. Criniti (IV.) and published by . This book was released on 2013-02-10 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Necessity of Finance: An Overview of the Science of Management of Wealth for an Individual, a Group, or an Organization seeks to provide a comprehensive and concise orientation for those seeking a more understandable presentation of the complex nature of finance. Using everyday terms and readily grasped concepts, Dr. Anthony M. Criniti IV, a former financial consultant and current university-level finance professor, sets out to detail the necessity of finance; to clarify the definition, purpose, and goals of both finance and economics; to explore financial concepts in a straightforward manner; and to stimulate interest and understanding that will lead to ongoing investigation.Finance, although highly interrelated with many subjects, is a separate field of study that is often confused with other areas, most notably economics. With world wealth accumulating to its highest point in history, the necessity to understand this subject on its own terms is more crucial than ever. The Necessity of Finance highlights the need to engage with finance as a separate science, clears up the confusion with related subjects, and coins the word "financialists" to identify the scientists in this dynamic field.Starting with a discussion about the need for finance, and moving forward to establish the definition, purpose, goals, and history of both finance and economics, presenting in the process the basic terminology necessary to understand these subjects, The Necessity of Finance will equip the beginner to intermediate level financial student with vital information and a clear approach for continued study. In addition, its unique perspective will be of value to the advanced student and the practitioner. Finance is not an easy subject for the average student. While The Necessity of Finance does not replace the need for required college textbooks, it will serve as an indispensible supplemental learning tool that may clarify expectations of future financial journeys, whether it's learning in a university or actively investing in the marketplace. In this extremely useful overview, Dr. Criniti demonstrates that finance is a very promising science that will benefit those who commit themselves to its study and practice.

Finance

Author : Nico van der Wijst
Publisher : Cambridge University Press
ISBN 13 : 1139620266
Total Pages : pages
Book Rating : 4.1/5 (396 download)

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Book Synopsis Finance by : Nico van der Wijst

Download or read book Finance written by Nico van der Wijst and published by Cambridge University Press. This book was released on 2013-01-17 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: By providing a solid theoretical basis, this book introduces modern finance to readers, including students in science and technology, who already have a good foundation in quantitative skills. It combines the classical, decision-oriented approach and the traditional organization of corporate finance books with a quantitative approach that is particularly well suited to students with backgrounds in engineering and the natural sciences. This combination makes finance much more transparent and accessible than the definition-theorem-proof pattern that is common in mathematics and financial economics. The book's main emphasis is on investments in real assets and the real options attached to them, but it also includes extensive discussion of topics such as portfolio theory, market efficiency, capital structure and derivatives pricing. Finance equips readers as future managers with the financial literacy necessary either to evaluate investment projects themselves or to engage critically with the analysis of financial managers. Supplementary material is available at www.cambridge.org/wijst.

Entrepreneurial Finance

Author : Luisa Alemany
Publisher : Cambridge University Press
ISBN 13 : 1108421350
Total Pages : 647 pages
Book Rating : 4.1/5 (84 download)

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Book Synopsis Entrepreneurial Finance by : Luisa Alemany

Download or read book Entrepreneurial Finance written by Luisa Alemany and published by Cambridge University Press. This book was released on 2018-09-27 with total page 647 pages. Available in PDF, EPUB and Kindle. Book excerpt: Timely, practical, comprehensive manual for financing entrepreneurial ventures, with a strong European perspective.

Finance and the Good Society

Author : Robert J. Shiller
Publisher : Princeton University Press
ISBN 13 : 140084617X
Total Pages : 312 pages
Book Rating : 4.4/5 (8 download)

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Book Synopsis Finance and the Good Society by : Robert J. Shiller

Download or read book Finance and the Good Society written by Robert J. Shiller and published by Princeton University Press. This book was released on 2013-04-21 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nobel Prize-winning economist explains why we need to reclaim finance for the common good The reputation of the financial industry could hardly be worse than it is today in the painful aftermath of the 2008 financial crisis. New York Times best-selling economist Robert Shiller is no apologist for the sins of finance—he is probably the only person to have predicted both the stock market bubble of 2000 and the real estate bubble that led up to the subprime mortgage meltdown. But in this important and timely book, Shiller argues that, rather than condemning finance, we need to reclaim it for the common good. He makes a powerful case for recognizing that finance, far from being a parasite on society, is one of the most powerful tools we have for solving our common problems and increasing the general well-being. We need more financial innovation—not less—and finance should play a larger role in helping society achieve its goals. Challenging the public and its leaders to rethink finance and its role in society, Shiller argues that finance should be defined not merely as the manipulation of money or the management of risk but as the stewardship of society's assets. He explains how people in financial careers—from CEO, investment manager, and banker to insurer, lawyer, and regulator—can and do manage, protect, and increase these assets. He describes how finance has historically contributed to the good of society through inventions such as insurance, mortgages, savings accounts, and pensions, and argues that we need to envision new ways to rechannel financial creativity to benefit society as a whole. Ultimately, Shiller shows how society can once again harness the power of finance for the greater good.

Investing in the Modern Age

Author : Rachel Ziemba
Publisher : World Scientific
ISBN 13 : 9814504750
Total Pages : 586 pages
Book Rating : 4.8/5 (145 download)

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Book Synopsis Investing in the Modern Age by : Rachel Ziemba

Download or read book Investing in the Modern Age written by Rachel Ziemba and published by World Scientific. This book was released on 2013 with total page 586 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses many key topics in investment and risk management, the global economic situation and the shift in global investment strategies. It was largely written during the period of 2007-12, one of the most tumultuous times in global financial markets which called into question not only tenets of economic forecasting and also asset allocation and return strategies. It contains studies of how investors lose money in derivative markets, examples of those who did not and how these disasters could have been prevented. The authors draw some conclusions on the impact of the structural shifts currently underway in the global economy as well as how cyclical trends will affect these industries, the globe and key sectors. The authors zoom in on key growth areas, including emerging markets, their interlinkages and financial trends. The book also covers risk arbitrage and mean reversion strategies in financial and sports betting markets, plus incentives, volatility aspects, risk taking and investments strategies used by hedge funds and university endowments. Topics such as stock market crash predictions, asset liability planning models, various players in financial markets and the evaluation of the greatest investors are also discussed. The book presents tools and case studies of real applications for analyzing a wide variety of investment returns and better assessing the risks which many investors have preferred to ignore in the search of returns. Many security market regularities or anomalies are discussed including political party and January effects as is the process of building scenarios and using Kelly and fractional Kelly strategies to optimize returns.

Data Science for Economics and Finance

Author : Sergio Consoli
Publisher : Springer Nature
ISBN 13 : 3030668916
Total Pages : 357 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Data Science for Economics and Finance by : Sergio Consoli

Download or read book Data Science for Economics and Finance written by Sergio Consoli and published by Springer Nature. This book was released on 2021 with total page 357 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book covers the use of data science, including advanced machine learning, big data analytics, Semantic Web technologies, natural language processing, social media analysis, time series analysis, among others, for applications in economics and finance. In addition, it shows some successful applications of advanced data science solutions used to extract new knowledge from data in order to improve economic forecasting models. The book starts with an introduction on the use of data science technologies in economics and finance and is followed by thirteen chapters showing success stories of the application of specific data science methodologies, touching on particular topics related to novel big data sources and technologies for economic analysis (e.g. social media and news); big data models leveraging on supervised/unsupervised (deep) machine learning; natural language processing to build economic and financial indicators; and forecasting and nowcasting of economic variables through time series analysis. This book is relevant to all stakeholders involved in digital and data-intensive research in economics and finance, helping them to understand the main opportunities and challenges, become familiar with the latest methodological findings, and learn how to use and evaluate the performances of novel tools and frameworks. It primarily targets data scientists and business analysts exploiting data science technologies, and it will also be a useful resource to research students in disciplines and courses related to these topics. Overall, readers will learn modern and effective data science solutions to create tangible innovations for economic and financial applications.

The Psychology of Finance

Author : Lars Tvede
Publisher : John Wiley & Sons
ISBN 13 : 047084342X
Total Pages : 341 pages
Book Rating : 4.4/5 (78 download)

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Book Synopsis The Psychology of Finance by : Lars Tvede

Download or read book The Psychology of Finance written by Lars Tvede and published by John Wiley & Sons. This book was released on 2002-04-22 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: There is one constant factor in the chaos of the markets and that constant is human psychology. In the Psychology of Finance readers are shown how the market's characteristics that arise can be interpreted and learnt from. This revised edition contains new examples and updates to charts. There is also a summary of the characteristics of each phase of the equity market, bear bottom, rise, bull peak, and decline. It includes an appendix covering the history of economic psychology Written in an extremely readable and enjoyable style it shows how psychology can drive movements in the prices of financial assets, breakdown key market phenomena, eg, irrational attitude changes in the individual, and their indicators.

The New Science of Technical Analysis

Author : Thomas R. DeMark
Publisher : John Wiley & Sons
ISBN 13 : 9780471035480
Total Pages : 272 pages
Book Rating : 4.0/5 (354 download)

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Book Synopsis The New Science of Technical Analysis by : Thomas R. DeMark

Download or read book The New Science of Technical Analysis written by Thomas R. DeMark and published by John Wiley & Sons. This book was released on 1994-10-28 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: From the Foreword by John J. Murphy "DeMark's work as a consultant has been restricted to large institutions and many of the legendary traders in the world today. By sharing his creative ideas with us, as well as his passion for precision and improvement, Tom DeMark's emphasis on the 'new science' of technical analysis helps push the technical frontier another step forward. With the unprecedented attention now being paid to technical analysis, this new book couldn't have come at a better time." --John J. Murphy, bestselling author of Technical Analysis of the Futures Markets and Intermarket Technical Analysis, and technical analyst for CNBC "This book is filled with innovative, creative, and clever new ideas on technical analysis. Tom DeMark has done a wonderful job of turning subjective techniques into objective strategies and tactics." --Courtney Smith President and CIO Pinnacle Capital Management, Inc. "Those who know him and his work call him the consummate technician--a trading system developer without peer." --Futures magazine "DeMark is the ultimate indicator and systems guy. No one touches him. I know the Holy Grail of trading systems doesn't exist because if it did, Tom would have found it by now." --James Bianco Director of Arbor Trading "Tom DeMark is a genuine leader who has been behind-the-scenes until now. Publishing DeMark is a coup." --Ralph Vince author of The Mathematics of Money Management

Handbook of Research on Energy and Environmental Finance 4.0

Author : Rafay, Abdul
Publisher : IGI Global
ISBN 13 : 179988211X
Total Pages : 545 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Handbook of Research on Energy and Environmental Finance 4.0 by : Rafay, Abdul

Download or read book Handbook of Research on Energy and Environmental Finance 4.0 written by Rafay, Abdul and published by IGI Global. This book was released on 2022-02-18 with total page 545 pages. Available in PDF, EPUB and Kindle. Book excerpt: Energy and environmental finance (EEF) is an emerging global phenomenon. During the last few decades, many countries started monitoring EEF practices. Major components of these practices include costs, fraud, scandals, and more. Among several problems, the most prevalent is the lack of awareness about the issues of EEF among various stakeholders. The Handbook of Research on Energy and Environmental Finance 4.0 is an international reference that provides understanding and lessons learned in all aspects of EEF in individual, organizational, and societal experiences. This book examines research in the shape of experience, implementation, and application. Covering topics such as clean power, energy poverty, and environmental degradation, this book is a dynamic resource for academicians, researchers, professionals who work within the domains of EEF, EEF regulators, scholars of EEF, managers involved in EEF organizations, law practitioners involved in EEF regulations, auditors involved in audit and control systems of EEF, university professors, and students pursuing studies and research in EEF.

Science of Public Finance

Author : George Findlay Shirras
Publisher :
ISBN 13 :
Total Pages : 658 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Science of Public Finance by : George Findlay Shirras

Download or read book Science of Public Finance written by George Findlay Shirras and published by . This book was released on 1936 with total page 658 pages. Available in PDF, EPUB and Kindle. Book excerpt:

High-Performance Computing in Finance

Author : M. A. H. Dempster
Publisher : CRC Press
ISBN 13 : 1315354691
Total Pages : 586 pages
Book Rating : 4.3/5 (153 download)

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Book Synopsis High-Performance Computing in Finance by : M. A. H. Dempster

Download or read book High-Performance Computing in Finance written by M. A. H. Dempster and published by CRC Press. This book was released on 2018-02-21 with total page 586 pages. Available in PDF, EPUB and Kindle. Book excerpt: High-Performance Computing (HPC) delivers higher computational performance to solve problems in science, engineering and finance. There are various HPC resources available for different needs, ranging from cloud computing– that can be used without much expertise and expense – to more tailored hardware, such as Field-Programmable Gate Arrays (FPGAs) or D-Wave’s quantum computer systems. High-Performance Computing in Finance is the first book that provides a state-of-the-art introduction to HPC for finance, capturing both academically and practically relevant problems.

Behavioral Finance for Private Banking

Author : Kremena K. Bachmann
Publisher : John Wiley & Sons
ISBN 13 : 1119453704
Total Pages : 263 pages
Book Rating : 4.1/5 (194 download)

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Book Synopsis Behavioral Finance for Private Banking by : Kremena K. Bachmann

Download or read book Behavioral Finance for Private Banking written by Kremena K. Bachmann and published by John Wiley & Sons. This book was released on 2018-06-06 with total page 263 pages. Available in PDF, EPUB and Kindle. Book excerpt: An essential framework for wealth management using behavioral finance Behavioral Finance for Private Banking provides a complete framework for wealth management tailored to the unique needs of each client. Merging behavioral finance with private banking, this framework helps you gain a greater understanding of your client’s wants, needs, and perspectives to streamline the decision making process. Beginning with the theoretical foundations of investment decision making and behavioral biases, the discussion delves into cultural differences in global business and asset allocation over the life cycle of the investment to help you construct a wealth management strategy catered to each individual’s needs. This new second edition has been updated to include coverage of fintech and neurofinance, an extension of behavioral finance that is beginning to gain traction in the private banking space. Working closely with clients entails deep interpersonal give and take. To be successful, private banking professionals must be as well-versed in behavioral psychology as they are in finance; this intersection is the heart of behavioral finance, and this book provides essential knowledge that can help you better serve your clients’ needs. Understand the internal dialogue at work when investment decisions are made Overcome the most common behavioral biases—and watch for your own Learn how fintech and neurofinance impact all aspects of private banking Set up a structured wealth management process that places the client’s needs front and center Private banking clients demand more than just financial expertise. They want an advisor who truly understands their needs, and can develop and execute the kind of strategy that will help them achieve their goals. Behavioral Finance for Private Banking provides a complete framework alongside insightful discussion to help you become the solution your clients seek.