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Data Analytics Modeling Certificate

The Data Analytics Modeling Certificate (14.0 CPE Credits) will expand your ability to work with structured and unstructured data to drive a successful analytics practice.

This certificate is Part 3 of the Data Analyst Certificates Bundle – a comprehensive five-part program that provides training and practical guidance on the topic of data analytics.

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The Data Analytics Modeling Certificate (14.0 CPE Credits) will expand your ability to work with structured and unstructured data to drive a successful analytics practice.

To start, you will learn to define clear business outcomes for your analytics practice to ensure your efforts align with your organization's strategic direction and create value. Next, you will learn data profiling and data cleansing techniques to maintain data quality throughout the data life cycle. You'll practice ETL (extract, transform, load) techniques and work with different data models and analytics tools. Finally, you will learn how to institute sophisticated tools for managing an ongoing enterprise data practice, including tools for data warehousing, managing the data life cycle, and working with structured and unstructured data.

This certificate is Part 3 of the Data Analyst Certificates Bundle – a comprehensive five-part program that provides training and practical guidance on the topic of data analytics.

Note: It is recommended that you complete the Application of Data Analysis Essentials Certificate, or ensure you have equivalent knowledge and skills, before starting this certificate course.

Learning Labs*

This is an interactive learning program that includes bonus hands-on learning labs that will expose you to the tools needed to implement an analytics practice in a practical way and equip you to deploy those tools as needed within your organization. You will practice using various technologies for preparing, analyzing and managing datasets in the real world.

*Time spent on learning labs does not award CPE and completing learning labs is not a requirement for earning the certificate.

WHO WILL BENEFIT

  • Accounting and finance professionals, especially those interested in learning and applying data analysis techniques to help their organizations make informed, data-driven business decisions.

KEY TOPICS

  • Defining value and tying analytics to value-driven business cases
  • Understanding the characteristics of data and how they can be leveraged to gather insights from information
  • Identifying project constructs for data analytics
  • Identifying different types of data with which analysts will be expected to interact
  • Profiling data for accurate analysis initiatives
  • Understanding tool capabilities for working with data
  • Cleansing data with appropriate tools to increases analytics accuracy
  • Managing data quality and integrity
  • Extracting, transforming, and loading data
  • Implementing a data warehouse
  • Managing the data life cycle
  • Creating and using different types of data models
  • Tools for working with both structured and unstructured data

LEARNING OBJECTIVES

  • Identify opportunities, processes, and necessary data for solving analytical problems.
  • Apply data profiling and data cleansing techniques to available data.
  • Use data preparation and enrichment tools.
  • Use ETL (extract, transform, load) tools.
  • Compare data warehousing techniques.
  • Use data warehousing and data management tools.
  • Align the outcomes of your data analytics practice with your organization's strategic direction and create value.

Credit Info

  • CPE CREDITS: Online: 14.0 (CPE credit info)
  • NASBA FIELD OF STUDY: Information Technology
  • LEVEL: Intermediate
  • PREREQUISITES:  Recommended: Complete the Application of Data Analysis Essentials Certificate or ensure you have equivalent knowledge and skills.
  • ADVANCE PREPARATION: None
  • DELIVERY METHOD: QAS Self-Study
  • COURSE ACRONYM: DALP-S3

This product is published by AICPA and sold through an exclusive partnership with Wiley.

The American Institute of CPAs (AICPA) is the world’s largest member association representing the CPA profession, with more than 418,000 members in 143 countries, and a history of serving the public interest since 1887. AICPA members represent many areas of practice, including business and industry, public practice, government, education and consulting.

The AICPA sets ethical standards for the profession and U.S. auditing standards for private companies, nonprofit organizations, federal, state and local governments. It develops and grades the Uniform CPA Examination, and offers specialized credentials for qualified professionals who concentrate on personal financial planning; forensic accounting; business valuation; and information management and technology assurance. With The Chartered Institute of Management Accountants (CIMA), it offers the Chartered Global Management Accountant (CGMA) designation, which sets the global benchmark for quality and recognition in management accounting.

The AICPA and CIMA also make up the Association of International Certified Professional Accountants (the Association), which represents public and management accounting globally, advocating on behalf the public interest and advancing the quality, competency and employability of CPAs, CGMAs and other accounting and finance professionals worldwide.

The AICPA maintains offices in New York, Washington, DC, Durham, NC, and Ewing, NJ.

AICPA’s online CPE courses will operate in a variety of configurations, but only the configuration described below is supported by AICPA technicians.

A stable and continuous internet connection is required. In order to record your completion of the online learning courses, please ensure you are connected to the internet at all times while taking the course. It is your responsibility to validate that CPE certificate(s) are available within your account after successfully completing the course and/or exam.

Supported Operating Systems:

  • Macintosh OS X 10.10 to present
  • Windows 7 to present

Supported Browsers:

  • Apple Safari
  • Google Chrome
  • Microsoft Internet Explorer
  • Mozilla Firefox

Required Browser Plug-ins:

  • Adobe Flash
  • Adobe Acrobat Reader

Technical Support: Please contact service@aicpa.org.

Data Analytics Modeling Certificate

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