The Consumer Financial Protection Bureau Cfpb

Welcome to the Consumer Financial Protection Bureau's Your Money, Your Goals: A financial empowerment toolkit for social services programs! If you're reading this, you are probably a case manager, or you work with case managers. Finances affect nearly every aspect of life in the United States. But many people feel overwhelmed by their financial situations, and they don't know where to go for help. As a case manager, you're in a unique position to provide that help. Clients already know you and trust you, and in many cases, they're already sharing financial and other personal information with you. The financial stresses your clients face may interfere with their progress toward other goals, and providing financial empowerment information and tools is a natural extension of what you are already doing. What is "financial empowerment" and how is it different from financial education or financial literacy? Financial education is a strategy that provides people with financial knowledge, skills, and resources so they can get, manage, and use their money to achieve their goals. Financial education is about building an individual's knowledge, skills, and capacity to use resources and tools, including financial products and services. Financial education leads to financial literacy. Financial empowerment includes financial education and financial literacy, but it is focused both on building the ability of individuals to manage money and use financial services and on providing access to products that work for them. Financially empowered individuals are informed and skilled; they know where to get help with their financial challenges. This sense of empowerment can build confidence that they can effectively use their financial knowledge, skills, and resources to reach their goals. We designed this toolkit to help you help your clients become financially empowered consumers. This financial empowerment toolkit is different from a financial education curriculum. With a curriculum, you are generally expected to work through most or all of the material in the order presented to achieve a specific set of objectives. This toolkit is a collection of important financial empowerment information and tools you can access as needed based on the client's goals. In other words, the aim is not to cover all of the information and tools in the toolkit - it is to identify and use the information and tools that are best suited to help your clients reach their goals.

Buying a home is exciting and, let's face it, complicated. This booklet is a toolkit that can help you make better choices along your path to owning a home.

As Elizabeth Warren memorably wrote, “It is impossible to buy a toaster that has a one-in-five chance of bursting into flames and burning down your house. But it is possible to refinance an existing home with a mortgage that has the same one-in-five chance of putting the family out on the street.” More than a century after the government embraced credit to fuel the American economy, consumer financial protections in the increasingly complex financial system still place the onus on individuals to sift through fine print for assurance that they are not vulnerable to predatory lending and other pitfalls of consumer financing and growing debt. In Democracy Declined, Mallory E. SoRelle argues that the failure of federal policy makers to curb risky practices can be explained by the evolution of consumer finance policies aimed at encouraging easy credit in part by foregoing more stringent regulation. Furthermore, SoRelle explains how angry borrowers’ experiences with these policies teach them to focus their attention primarily on banks and lenders instead of demanding that lawmakers address predatory behavior. As a result, advocacy groups have been mostly unsuccessful in mobilizing borrowers in support of stronger consumer financial protections. The absence of safeguards on consumer financing is particularly dangerous because the consequences extend well beyond harm to individuals—they threaten the stability of entire economies. SoRelle identifies pathways to mitigate these potentially disastrous consequences through greater public participation.

Title X of the Dodd-Frank Act is entitled the Consumer Financial Protection Act of 2010 (CFP Act). The CFP Act establishes the Bureau of Consumer Financial Protection (CFPB or Bureau) within the Federal Reserve System (FRS) with rule making, enforcement, and supervisory powers over many consumer financial products and services, as well as the entities that sell them. The CFP Act significantly enhances federal consumer protection regulatory authority over non depository financial institutions, potentially subjecting them to comparable supervisory, examination, and enforcement standards that have been applicable to depository institutions in the past.

Every day across America, consumers face issues with credit cards, mortgages, car loans, and student loans. When they are cheated or mistreated, all too often they hit a brick wall against the financial companies. People are fed up with being run over by big corporations, and few have the resources or expertise to fight back on their own. It is no wonder consumers feel powerless: they are outgunned every step of the way. Since 1970, the financial industry has doubled in size. It is the biggest source of campaign contributions to federal candidates and parties, spending about $1 billion annually on campaigns and another $500 million on lobbying. The four biggest banks each now has more than $1 trillion in assets. Financial products have become a mass of fine print that consumers can hardly even read, let alone understand. Growing problems in the increasingly one-sided finance markets blew up the economy in 2008. In the aftermath, Congress created the Consumer Financial Protection Bureau. Sharing the stories of individual consumers, Watchdog shows how the Bureau quickly became a powerful force for good, suing big banks for cheating or deceiving consumers, putting limits on predatory lenders, simplifying mortgage paperwork, and stepping in to help solve problems raised by individual consumers. It tells a hopeful story of how our system can be reformed by putting government back on the side of the people, to strengthen our families, safeguard the marketplace, and establish a new baseline of fairness in our democratic society.

Text data is important for many domains, from healthcare to marketing to the digital humanities, but specialized approaches are necessary to create features for machine learning from language. Supervised Machine Learning for Text Analysis in R explains how to preprocess text data for modeling, train models, and evaluate model performance using tools from the tidyverse and tidymodels ecosystem. Models like these can be used to make predictions for new observations, to understand what natural language features or characteristics contribute to differences in the output, and more. If you are already familiar with the basics of predictive modeling, use the comprehensive, detailed examples in this book to extend your skills to the domain of natural language processing. This book provides practical guidance and directly applicable knowledge for data scientists and analysts who want to integrate unstructured text data into their modeling pipelines. Learn how to use text data for both regression and classification tasks, and how to apply more straightforward algorithms like regularized regression or support vector machines as well as deep learning approaches. Natural language must be dramatically transformed to be ready for computation, so we explore typical text preprocessing and feature engineering steps like tokenization and word embeddings from the ground up. These steps influence model results in ways we can measure, both in terms of model metrics and other tangible consequences such as how fair or appropriate model results are.