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Coursera

AI in Finance Agent

via Coursera

Overview

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AI in Finance is a practical, industry-focused course designed to help finance professionals use AI to automate workflows, reduce risk, and make smarter decisions. This program introduces you to modern AI agents used across financial operations - from forecasting and trading to fraud detection, credit scoring, compliance, and reporting. Through hands-on lessons, you’ll learn how AI models work, how intelligent agents process financial data, and how automation can enhance accuracy and efficiency. You’ll explore real applications like anomaly monitoring, market-watching bots, robo-advisory systems, document intelligence, and risk-surveillance tools. You’ll work with tools such as Python, Pandas, SQL, Power BI, and real AI APIs to build practical finance agent components. The course also covers responsible AI, governance, bias mitigation, auditability, and the regulatory expectations essential in modern finance. By the end of the course, you’ll be able to apply AI in real financial environments, automate repetitive tasks, analyze patterns, and design simple AI-driven agents that support strategic financial decision-making. This program is ideal for finance professionals, analysts, fintech learners, and anyone looking to future-proof their career in AI-powered financial operations - no advanced coding required.

Syllabus

  • Module 1: Introduction to AI Agents in Finance
    • This module covers a quick summary of what the certification is going to cover from start to finish. Here is the brief about the structure of the overall certification: Each of our certifications follows a consistent, multimodal structure to provide a flexible learning experience. The content is available across four formats: eBooks: In-depth written material for focused learning. Audiobooks: Audio version of the eBook, perfect for learning on the go. Podcasts: Engaging audio content to reinforce key concepts. Videos: Modular video chunks, each covering a specific topic. The names of the eBooks, Audiobooks, and Podcasts are the same, ensuring you can seamlessly switch between formats without losing track of the content. Videos are divided into bite-sized modules for easier consumption, and all content across these mediums is consistent, so no matter which format you choose, the information remains the same. This gives you the freedom to learn in the way that works best for you.
  • Module 2: Building and Understanding AI Agents in Finance
  • Module 3: Intelligent Agents for Fraud Detection and Anomaly Monitoring
  • Module 4: AI Agents for Credit Scoring and Lending Automation
  • Module 5: AI Agents for Wealth Management and Robo-Advisory
  • Module 6: Trading Bots and Market-Monitoring Agents
  • Module 7: NLP Agents for Financial Document Intelligence 
  • Module 8: Compliance and Risk Surveillance Agents
  • Module 9: Responsible, Fair & Auditable AI Agents
  • Module 10: World Famous Case Studies

Taught by

AI CERTs Team

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