Coursera Instructor Network
AI-Powered Finance: Forecasting, Planning & Reporting 专项课程
Coursera Instructor Network

AI-Powered Finance: Forecasting, Planning & Reporting 专项课程

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

Arkadi Avanesyan
Manish Gupta
Starweaver

位教师:Arkadi Avanesyan

包含在 Coursera Plus

深入学习学科知识
4.1

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推荐体验

4 周 完成
在 10 小时 一周
灵活的计划
自行安排学习进度
深入学习学科知识
4.1

(23 条评论)

中级 等级

推荐体验

4 周 完成
在 10 小时 一周
灵活的计划
自行安排学习进度

您将学到什么

  • 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.

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授课语言:英语(English)
最近已更新!

August 2025

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  • 培养对关键概念的深入理解
  • 通过 Coursera Instructor Network 获得职业证书

专业化 - 11门课程系列

您将学到什么

您将获得的技能

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

Mastering Portfolio Analysis

第 2 门课程2小时

您将学到什么

  • 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.

您将获得的技能

类别:Risk Management
类别:Portfolio Management
类别:Case Studies
类别:Investments
类别:Financial Modeling
类别:Financial Analysis
类别:Performance Analysis
类别:Analysis
类别:Asset Management
类别:Quantitative Research
类别:Data Analysis
类别:Market Data

您将学到什么

  • 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.

您将获得的技能

类别:Tax Planning
类别:Reconciliation
类别:Tax Compliance
类别:Compliance Management
类别:Regulatory Compliance
类别:Financial Controls
类别:Financial Reporting
类别:Accounting Records
类别:Auditing
类别:Ledgers (Accounting)
类别:Income Tax
类别:Financial Auditing
GenAI for Financial Data Analysis

GenAI for Financial Data Analysis

第 4 门课程3小时

您将学到什么

  • 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.

您将获得的技能

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

您将学到什么

  • 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.

您将获得的技能

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

您将学到什么

  • 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.

您将获得的技能

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

您将学到什么

  • 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.

您将获得的技能

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

您将学到什么

  • 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.

您将获得的技能

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

您将学到什么

  • 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.

您将获得的技能

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

您将学到什么

您将获得的技能

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

您将学到什么

  • 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.

您将获得的技能

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

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位教师

Arkadi Avanesyan
Coursera Instructor Network
8 门课程55,409 名学生
Manish Gupta
15 门课程52,048 名学生
Starweaver
Coursera Instructor Network
446 门课程818,636 名学生

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