Data Mining and Modeling

Unternehmenssteuerung von heute
- Das Fundament -

Fundamentals of ESG Certificate

Onlinekurs der CIMA:

Wir bieten in Kooperation mit dem Chartered Institute of Management Accountants (CIMA) programmerweiternde Onlinekurse an. Diese gelten als vollwertige Kurse des Jahresprogrammes und können als Schwerpunktmodule gewählt werden.

Die englischsprachigen Kurse können zeit- und ortsunabhängig im Selbststudium durchgeführt werden.

🖈 Learning Outcomes:

    • Distinguish between data mining and related terms.
    • Recognize the data analytics framework’s role in a data mining project.
    • Identify the goals and benefits of data mining.
    • Recognize the tasks associated with building a data mining model.
    • Identify the concept of clustering as a descriptive data mining technique.
    • Identify the appropriate data mining techniques and algorithms for predictive analytics.
    • Recognize how clustering techniques can be applied in practice.
    • Recognize how regression techniques can be applied in practice.
    • Recognize tools and programs that can be used for data mining and modeling.

🗈 Course Details:

Discover hidden relationships and opportunities to improve financial performance. Learn how to analyze what’s happened and forecast what may happen.

Data mining and modeling are valuable tools for understanding the drivers of current and past performance to help determine what might happen. This course will teach you not just the definitions of data mining and data modeling, but also what it takes to analyze large amounts of data to generate insights, build projections, and make better, more informed strategic decisions.
You’ll learn how to better understand key data mining and modeling approaches, as well as how they can be used and evaluated. You’ll also learn how data analytics can be used to:

  • Help mitigate risk
  • Streamline business operations
  • Personalize customer experiences

  • This course is tailored specifically to accounting and finance professionals. It uses a mixture of real-world examples and case studies relevant to your role to give you different ways to understand and apply knowledge learned throughout the course.

    🖒 Who Will Benefit

    • AICPA & CIMA members who want to understand current and past performance to determine what might happen in the future
    • Global accounting and finance professionals
    • Controllers
    • Finance directors
    • CFOs
    • CPAs

    • 🗫 Format:

    Online-Kurs

    Learning Outcomes:

    • Identify the key aspects in each area of environment, social, and governance.
    • Recognize the expectations of investors and the impact on business.
    • Assess the responsibility of businesses for key ESG issues.
    More
    • Recognize the business case for implementing sustainable practices.
    • Identify the role of the accounting and auditing profession in sustainability.
    • Recognize the current sustainability reporting frameworks and reporting requirements.

    Key Topics:

    • What is ESG?
    • Expectations of investors, stakeholders, and shareholders
    • Accountant role within ESG
    • Existing reporting requirements
    More
    • Standards and frameworks that drive reporting
    • Key global bodies that set the baseline for reporting and frameworks

    ✔ Kurs ist Teil des Jahresprogrammes

    Course Details:

    For CPAs and finance professionals, ESG has rapidly become a hot topic with significant implications for the profession.

    This course will help you recognize the importance of sustainability and ESG in today’s business environment and the increasing stakeholder demand for sustainability information from businesses.

     

    Who Will Benefit

    • Any accounting or finance professional who wants to understand more about the current governing bodies, frameworks, and reporting requirements for ESG.
    • Accounting and finance professionals who provide ESG assurance or advisory services for clients and need to stay well informed about the current requirements and evolving nature of ESG.
    • Management accountants who have a key role in driving sustainable strategic and operational decisions for which it is crucial to understand the business case for ESG, and what it means for investors, stakeholders, and businesses.