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GenAI for Financial Analysts: Predictive Analytics Essentials

Discover how GenAI transforms financial forecasting, portfolio optimization, risk management, and reporting—while gaining hands-on skills to elevate your financial analysis.

In Partnership withCoursera
Feb, 2026
3h 55m
Core
Data Science
1.8K Students

Overview

In this course, you will take on a practical journey into how GenAI transforms financial forecasting, portfolio optimization, risk management, and reporting automation. You’ll explore how top institutions like investment banks, hedge funds, and fintech innovators are already integrating GenAI into their workflows—and you’ll gain the hands-on skills to do the same. Whether you want to forecast market trends more accurately, automate reporting tasks, or uncover insights hidden in massive datasets, this course equips you with the essential AI tools to upgrade your financial analysis game.

Skills you'll gain

Advanced AnalyticsAutomationFinancial AnalysisFinancial DataFinancial Forecasting

What you'll learn

  • Explore the fundamentals of Construct predictive models to analyze financial data, market trends and investment opportunities.
  • Construct predictive models to analyze financial data, market trends and investment opportunities.
  • Utilize GenAI to automate financial reporting.
  • Apply risk assessment and portfolio optimization techniques using GenAI.

Who Should Attend

Prerequisites

This course is designed for financial analysts, data analysts, finance professionals, and business intelligence specialists who want to enhance their analytical capabilities using Generative AI. If you’re someone who works with financial data—whether you’re forecasting market trends, managing investment portfolios, preparing financial reports, or assessing risk—this course will show you how AI-powered tools can make your processes faster, smarter, and more accurate. You don’t need to be a machine learning expert; if you’re comfortable with Excel, Python basics, and financial analysis concepts, you’re ready to dive in and start applying GenAI to your financial workflows.

To make the most of this course, you’ll need a basic understanding of financial analysis—including reading financial statements, analyzing market data, and understanding key financial metrics. You should also have hands-on experience with Excel, especially working with pivot tables, basic formulas, and data cleaning. Since we’ll be building and testing predictive models, some familiarity with Python is recommended, particularly libraries like pandas and matplotlib for data handling and visualization. Lastly, if you’ve worked with data visualization tools like Power BI or Tableau, that’s a bonus—but not strictly required. If you’re comfortable working with financial data and basic coding, you’re all set to dive into the world of GenAI-powered finance.

Chapters

Explore a structured set of chapters designed to build your skills step by step, with practical examples and hands-on applications.

Meet your instructors

Felix Garofalo

Felix Garofalo

View my channel

Frequently Asked Questions

How much do the courses at Starweaver cost?

We offer flexible payment options to make learning accessible for everyone. With our Pay-As-You-Go plan, you can pay for each course individually. Alternatively, our Subscription-Based plan provides you with unlimited access to all courses for a monthly or yearly fee.

Do you offer any certifications upon completion of a course at Starweaver?

Yes, we do offer a certification upon completion of our course to showcase your newly acquired skills and expertise.

Does Starweaver offer any free courses or trials?

No, we don't offer any free courses, but we do offer 5-day trial only on our subscriptions-based plans.

Are Starweaver's courses designed for beginners or advanced students?

Our course is designed with three levels to cater to your learning needs - Core, Intermediate, and Advanced. You can choose the level that best suits your knowledge and skillset to enhance your learning experience.

What payment options are available for Starweaver courses?

We accept various payment methods such as major credit cards, PayPal, wire transfer, and company purchase orders. For more information related to payments contact customer support.

Do you offer refunds?

Yes, we do offer a 100% refund guarantee for our courses within a specified time frame. If you are not satisfied with the course, contact our customer support team to request a refund with your order details. Some restrictions may apply.