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.

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.

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.

Why have so many middle-class Americans encountered so much financial trouble? In this classic analysis of hard-pressed families, the authors discover that financial stability for many middle-class Americans is all too fragile. The authors consider the changing cultural and economic factors that threaten financial security and what they imply for the future vitality of the middle class. A new preface examines the persistent and new threats that have emerged since the original publication. "[A] fascinating, alarming study. . . . [This] chilling diagnosis of middle-class affliction demonstrates that we all may be only a job loss, medical problem or credit card indulgence away from the downward spiral leading to bankruptcy."--Publishers Weekly "A well-designed and carefully executed study."--Andrew Greeley, University of Chicago "The Fragile Middle Class, a well-written work of social science that is about as gripping as the genre gets, forces us to reevaluate notions about consumerism."--American Prospect

This recently updated guide produced by the Bureau of Consumer Financial Protection (BCFP) and the Federal Deposit Insurance Corporation (FDIC) provides information on common frauds, scams and other forms of elder financial exploitation and suggests steps that older persons and their caregivers can take to avoid being targeted or victimized.The mission of the BCFP, a government agency, is to make markets for consumer financial products and services work for consumers by making rules more effective, by consistently and fairly enforcing those rules, and by empowering consumers to take more control over their economic lives. The FDIC is an independent agency created by the Congress to maintain stability and public confidence in the nation's financial system.

"The rise over the last two decades of a powerful new class of billionaire financiers marks a singular shift in the American economic and political landscape. Their vast reserves of concentrated wealth have allowed a small group of big winners to write their own rules of capitalism and public policy. How did we get here? ... Kolhatkar shows how Steve Cohen became one of the richest and most influential figures in finance--and what happened when the Justice Department put him in its crosshairs"--Amazon.com.

Provides an in-depth overview of the Federal Reserve System, including information about monetary policy and the economy, the Federal Reserve in the international sphere, supervision and regulation, consumer and community affairs and services offered by Reserve Banks. Contains several appendixes, including a brief explanation of Federal Reserve regulations, a glossary of terms, and a list of additional publications.