Coursera Instructor Network
AI-Powered Finance: Forecasting, Planning & Reporting Specialization
Coursera Instructor Network

AI-Powered Finance: Forecasting, Planning & Reporting Specialization

Launch Your Ai-Powered Finance Career. Leverage GenAI tools for financial analysis, forecasting, and reporting with hands-on training.

Arkadi Avanesyan
Manish Gupta
Starweaver

Instructors: Arkadi Avanesyan

Included with Coursera Plus

Get in-depth knowledge of a subject

(28 reviews)

Intermediate level

Recommended experience

1 month at 10 hours a week
Flexible schedule
Earn a career credential
Share your expertise with employers
Get in-depth knowledge of a subject

(28 reviews)

Intermediate level

Recommended experience

1 month at 10 hours a week
Flexible schedule
Earn a career credential
Share your expertise with employers

What you'll learn

  • Build AI-powered financial models and automated reporting systems using GenAI tools like ChatGPT and Microsoft Copilot.

  • Optimize portfolio allocation and cash flow management through advanced AI-driven analysis and real-time data insights.

  • Create predictive analytics solutions for financial forecasting and risk assessment using cutting-edge AI platforms.

Overview

What’s included

Shareable certificate

Add to your LinkedIn profile

Taught in English
Recently updated!

August 2025

37 practice exercises

Advance your subject-matter expertise

  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • Develop a deep understanding of key concepts
  • Earn a career certificate from Coursera Instructor Network

Specialization - 11 course series

What you'll learn

Skills you'll gain

Fraud detection, Generative AI, Financial Services, Risk Analysis, Financial Modeling, Compliance Management, Emerging Technologies, Banking, Automation, Investment Management, Financial Reporting, FinTech, Predictive Analytics, Financial Trading, Artificial Intelligence, and Personalized Service

What you'll learn

  • Identify the key concepts and principles of portfolio analysis.

  • Evaluate different portfolio management strategies and analyze real-world examples.

  • Develop quantitative skills using modern tools to analyze a portfolio.

Skills you'll gain

Portfolio Management, Risk Management, Financial Analysis, Case Studies, Performance Analysis, Investments, Quantitative Research, Asset Management, Financial Modeling, Data Analysis, Market Data, and Analysis

What you'll learn

  • Analyze comprehensive ledger maintenance techniques to ensure accurate financial reporting.

  • Evaluate strategic tax planning methods to minimize liabilities and maximize compliance.

  • Synthesize auditing best practices to enhance financial integrity and compliance.

  • Create a strategic plan integrating ledger maintenance, tax strategies, and auditing practices to optimize financial operations and reporting.

Skills you'll gain

Reconciliation, Tax Planning, Tax Compliance, Ledgers (Accounting), Regulatory Compliance, Accounting Records, Financial Controls, Financial Reporting, Compliance Management, Financial Auditing, Auditing, and Income Tax

What you'll learn

  • Apply GEN AI techniques to solve specific financial data analysis problems.

  • Implement AI tools and models tailored to various financial use cases.

  • Navigate challenges and optimize AI applications in finance, including using open-source models to build custom AI solutions.

  • Apply best practices to ensure ethical, efficient, and effective AI deployment in financial contexts.

Skills you'll gain

ChatGPT, Microsoft Copilot, AI Product Strategy, Data-Driven Decision-Making, Generative AI, Data Visualization Software, Financial Analysis, Responsible AI, Financial Modeling, Complex Problem Solving, Data Analysis, Financial Data, and Ethical Standards And Conduct

What you'll learn

  • Create customized IPS using GenAI to align with client goals and constraints.

  • Develop SAA plans by aligning asset class risk-return profiles with client goals using GenAI insights.

  • Utilize GenAI to identify low-correlation assets for effective diversification, minimizing portfolio risk while maximizing returns.

  • Optimize portfolio monitoring and rebalancing through real-time GenAI recommendations.

Skills you'll gain

Generative AI, Asset Management, Portfolio Management, Correlation Analysis, Risk Analysis, Risk Management, ChatGPT, Artificial Intelligence, Real Time Data, Ethical Standards And Conduct, Investment Management, and Prompt Engineering

What you'll learn

  • Apply key concepts of Generative AI and Large Language Models (LLMs) based tools in Automating financial reporting tasks.

  • Apply prompt engineering techniques to effectively communicate with AI models in a financial context.

  • Develop AI-powered tools for financial reporting using advanced Gen AI platforms like OpenAI GPT, Google Gem, and Anthropic Projects.

  • Develop AI-powered tools for financial reporting using advanced Gen AI platforms like OpenAI GPT, Google Gem, and Anthropic Projects.

Skills you'll gain

Generative AI, Anomaly Detection, Prompt Engineering, Financial Reporting, Business Process Automation, Accounting and Finance Software, Financial Analysis, AI Product Strategy, OpenAI, Large Language Modeling, ChatGPT, LLM Application, Google Gemini, and Data Analysis

What you'll learn

  • Explore the fundamentals of Generative AI and its applications in financial analysis.

  • 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.

Skills you'll gain

Financial Forecasting, Generative AI, Analysis, Financial Reporting, Financial Analysis, Predictive Analytics, Advanced Analytics, Risk Management, Automation, Power BI, Predictive Modeling, Financial Modeling, Interactive Data Visualization, Portfolio Management, Financial Data, Market Data, and Spreadsheet Software

What you'll learn

  • Analyze AI in finance and assess its impact on cash flow in AR, AP, and inventory management.

  • Develop a dashboard and use low-code AI tools for AR/AP automation, portfolio, and cash flow forecasting.

  • Formulate risk strategies to tackle AI biases and create scenarios for managing cash flow under uncertainty.

  • Evaluate AI models for compliance with ASC 230 and IFRS 7 in financial reporting.

Skills you'll gain

Accounts Receivable, Cash Flow Forecasting, Responsible AI, Cash Flows, Generative AI, Workflow Management, ChatGPT, International Financial Reporting Standards, Financial Data, Financial Forecasting, No-Code Development, Forecasting, Risk Management, Accounts Payable, Business Process Automation, Regulatory Compliance, Data Ethics, Automation, Compliance Training, and Accounting and Finance Software

What you'll learn

  • Demonstrate an understanding of generative AI fundamentals and their applications in financial analysis using QUILL.

  • Implement techniques to extract and analyze key information from financial filings and historical financial data using QUILL's AI capabilities.

  • Evaluate AI-generated insights from earnings calls to support informed decision-making.

  • Design strategies to incorporate QUILL's generative AI features into comprehensive financial analysis workflows.

Skills you'll gain

Natural Language Processing, Financial Analysis, Generative AI, Financial Statements, Text Mining, Financial Data, Market Intelligence, Analysis, Data-Driven Decision-Making, Artificial Intelligence, Financial Market, Investment Management, and Unstructured Data

What you'll learn

Skills you'll gain

Budgeting, Workflow Management, Financial Forecasting, Accounting and Finance Software, Budget Management, Data-Driven Decision-Making, Month End Closing, Fiscal Management, Financial Reporting, Enterprise Resource Planning, Data Management, Cash Flow Forecasting, Oracle Cloud Applications, Financial Data, Financial Planning, Forecasting, Strategic Planning, Financial Analysis, Decision Making, and Business Planning

What you'll learn

  • Implement GEN AI models for financial forecasting to improve accuracy and decision-making.

  • Utilize AI tools for strategic financial planning and scenario analysis.

  • Navigate challenges in deploying GEN AI, including data quality, model biases, and integration issues.

  • Apply best practices for using open-source AI models to build customized financial tools.

Skills you'll gain

Generative AI, Financial Forecasting, Data-Driven Decision-Making, Market Analysis, Forecasting, Strategic Planning, Financial Data, Financial Planning, Market Intelligence, Data Quality, and Artificial Intelligence

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.

Instructors

Arkadi Avanesyan
Coursera Instructor Network
8 Courses57,129 learners
Manish Gupta
15 Courses53,579 learners
Starweaver
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448 Courses843,680 learners
Felix Garofalo
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2 Courses4,272 learners
Manas Dasgupta
Coursera Instructor Network
10 Courses8,842 learners
Rachel G
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1 Course766 learners
Aseem Singhal
Coursera Instructor Network
6 Courses3,913 learners
Shashank Vailaya
Coursera Instructor Network
2 Courses7,575 learners
Suresh Varma
Coursera Instructor Network
1 Course262 learners

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