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Global Financial Markets Institute»Predictive Analytics

Predictive Analytics

This course offers an introduction to predictive analytics based on the techniques used in Big Data analysis and Business Intelligence. Participants will learn how to apply predictive analysis tools to forecast financial and economic variables in a variety of contexts using a range of statistical techniques. Predictive analytics techniques can be used for decisions ranging from testing for fraud to optimizing pricing and revenues. Participants will discuss and build hands on tools for use in a variety of settings

Course Objectives

By the end of the course, the participants will be able to:

  • Discuss an overview of Big Data and Business Intelligence for those lacking a background in the area
  • Identify the role of predictive analytics in business settings today.
  • Describe at a high level the theory behind predictive analytics and the settings in which the tools are useful
  • Explain the advantages and disadvantages of predictive analytics techniques
  • Build predictive analytics models using fixed effects analysis, random effects analysis, logit models, and censored Tobit models

Suggested Prerequisites: None

Program Level:Intermediate

Advance Preparation: Working Knowledge of Excel

Computers and Financial Calculators: Computers

Recommended CPE Credits: 7

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  • About Us
    ▼
    • Our Story
    • Our Team
    • Our Clients
    • Strategic Alliance
    • Our Associations
  • Services
    ▼
    • Training Needs Analysis
    • Custom Built Training
    • Subject Matter Experts
  • Training Courses
    ▼
    • Alternative Investments
    • Asset Liability Management
    • Capital Markets
    • Commodities
    • Corporate Finance Course
    • Credit and Credit Analysis Course
    • Credit Derivatives
    • Derivatives
    • Digital Assets
    • Economics
    • Equities
    • Financial Statement Analysis Accounting
    • Fixed Income Courses
    • Foreign Exchange
    • Insurance
    • Municipals
    • Mutual Funds and ETFs
    • Operations
    • Portfolio Management
    • Quantitative Methods and Excel
    • Regulation and Compliance
    • Risk Management
    • Securities Lending — Repurchase Agreements
    • Securitization and Structured Finance
    • Structured Products
    • Wealth Management
  • Training Methods
    ▼
    • Classroom Training
    • Virtual Instructor-Led Training (VILT)
    • Online Learning — eLearning
    • Financial Simulation
    • Blended Learning
  • Insights
    ▼
    • eNews
    • Articles
    • Glossary
    • Blog
    • Case Studies
  • Contact us
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