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AI in Finance · LearnSpace
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AI in Finance

Курс от AI CERTs
Средний≈ 36.5 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Learn how to apply AI to forecasting, risk analysis, and financial decision-making in real-world scenarios. In this course, you’ll explore how AI is applied across financial workflows such as forecasting, risk analysis, fraud detection, and reporting. The focus is on practical application, helping you apply AI to financial analysis through real scenarios rather than theory. You’ll work with data, explore modeling approaches, and understand how AI improves planning and performance. As you progress, you’ll also gain exposure to techniques aligned with modern financial modeling approaches, enabling you to generate more accurate and actionable insights. The course also introduces automation across finance processes, showing how repetitive tasks can be automated and optimized. This hands-on experience reflects real-world AI applications in finance. By the end of the course, you’ll be able to apply AI across finance functions, automate workflows, and improve decision-making with confidence. Enroll to build job-ready AI skills for financial analysis, forecasting, and decision-making.

Навыки, которые вы освоите

Fraud detectionRisk ManagementPredictive AnalyticsFinancial DataBusiness Process AutomationAutomationDecision MakingFinTechFinancial ReportingFinancial AnalysisAI WorkflowsForecastingData AnalysisStrategic Decision-MakingAI EnablementGenerative AIMarket TrendRisk AnalysisFinancial Modeling

Программа курса

8 модулей · 139 учебных материалов

01Module 1: Introduction to AI and Its Impact on Finance 19 материалов
Navigation VideoВидеоCourse Introduction ВидеоEBook: Module 1: Introduction to AI and Its Impact on Finance PLUGINAudiobook: Module 1: Introduction to AI and Its Impact on Finance Видео

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AI CERTs Team

Преподаватель курса

AI in Finance
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 36.5 ч

8 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Немецкий, Индонезийский, Испанский, Японский

Часть программы вашего университета
Podcast: Module 1: Introduction to AI and Its Impact on Finance Видео
1.1 Understanding AI, Machine Learning, and Deep Learning Видео
1.2 Key Applications of AI in Finance Видео
1.3 Evolution of AI in the Financial Sector Видео
ACTIVITY: TimelinePLUGIN
1.4 Role of Data in Modern Finance Видео
1.5 AI’s Impact on Financial Analysis and Forecasting Видео
1.6 Personalization and Customer Experience in Finance Видео
ACTIVITY: Drag and DropPLUGIN
1.7 Automated and Algorithmic Trading Видео
1.8 Risk Management and Compliance Видео
1.9 Innovative Payment Solutions and Cybersecurity Видео
ACTIVITY: TabPLUGIN
ACTIVITY: Knowledge CheckPLUGIN
Quiz 1Задание
02Module 2: Data-Driven Decision-Making in Finance 17 материалов
EBook: Module 2: Data-Driven Decision-Making in Finance PLUGINAudiobook: Module 2: Data-Driven Decision-Making in Finance ВидеоPodcast: Module 2: Data-Driven Decision-Making in Finance Видео2.1 Types of Financial DataВидео2.2 Data Quality and Management Видео2.3 Ethical Considerations and Data Privacy ВидеоACTIVITY: Multiple ChoicePLUGIN2.4 Financial Analytics Tools and Techniques Видео2.5 Deriving Insights from Financial Data Видео2.6 Visualization of Financial Data ВидеоACTIVITY: Case StudyPLUGIN2.7 AI in Investment Strategy and Asset ManagementВидео2.8 Enhancing Risk Management with AI Видео2.9 The Future of Finance: AI-driven Innovations ВидеоACTIVITY: CarouselPLUGINACTIVITY: Knowledge CheckPLUGINQuiz 2Задание
03Module 3: Enhancing Credit and Loans with AI 17 материалов
EBook: Module 3: Enhancing Credit and Loans with AI PLUGINAudiobook: Module 3: Enhancing Credit and Loans with AI ВидеоPodcast: Module 3: Enhancing Credit and Loans with AI Видео3.1 Traditional vs. AI-Enhanced Credit Scoring Видео3.2 Machine Learning Models in Credit Analysis Видео3.3 Challenges and Opportunities ВидеоActivity: True or FalsePLUGIN3.4 The Role of AI in Loan Origination Видео3.5 AI-Driven Risk Assessment Видео3.6 Regulatory and Ethical Considerations ВидеоACTIVITY: Sequence ArrangementPLUGIN3.7 Personalized Loan Products Видео3.8 Enhancing Customer Engagement Видео3.9 The Future of AI in Lending ВидеоACTIVITY: TabPLUGINACTIVITY: Knowledge CheckPLUGINQuiz 3Задание
04Module 4: Fraud Detection in Finance with AI 17 материалов
Ebook: Module 4: Fraud Detection in Finance with AI PLUGINAudiobook: Module 4: Fraud Detection in Finance with AI ВидеоPodcast: Module 4: Fraud Detection in Finance with AI Видео4.1 Types and Trends in Financial Fraud Видео4.2 Challenges in Traditional Fraud Detection Видео4.3 Regulatory Frameworks and Compliance ВидеоACTIVITY: Drag and DropPLUGIN4.4 Principles of AI in Detecting Fraud Видео4.5 Machine Learning Models for Fraud Detection Видео4.6 Real-time Detection and Prevention ВидеоACTIVITY: Case StudyPLUGIN4.7 Advanced Analytics and Predictive Models Видео4.8 Ethical Considerations and Bias in AI Models Видео4.9 Preparing for the Future of Fraud Detection ВидеоACTIVITY: Multiple SelectPLUGINACTIVITY: Knowledge CheckPLUGINQuiz 4Задание
05Module 5: Forecasting Stock Market with AI 17 материалов
Ebook: Module 5: Forecasting Stock Market with AI PLUGINAudiobook: Module 5: Forecasting Stock Market with AI ВидеоPodcast: Module 5: Forecasting Stock Market with AI Видео5.1 The Basics of Stock Market and Trading Видео5.2 Traditional vs. AI-Driven Stock Analysis Видео5.3 Data Sources for AI in Stock Market Analysis ВидеоActivity: AccordionPLUGIN5.4 Machine Learning Models for Stock Prediction Видео5.5 Sentiment Analysis in Financial Markets Видео5.6 Algorithmic Trading and AI ВидеоACTIVITY: HotspotPLUGIN5.7 Overcoming Challenges in AI-Powered Forecasting Видео5.8 Ethical and Regulatory Considerations Видео5.9 The Future of AI in Stock Market Analysis ВидеоACTIVITY: Multiple ChoicePLUGINACTIVITY: Knowledge CheckPLUGINQuiz 5Задание
06Module 6: Blockchain and AI: Revolutionizing Finance 17 материалов
Ebook: Module 6: Blockchain and AI: Revolutionizing Finance PLUGINAudiobook: Module 6: Blockchain and AI: Revolutionizing Finance ВидеоPodcast: Module 6: Blockchain and AI: Revolutionizing Finance Видео6.1 Blockchain Fundamentals Видео6.2 Blockchain Applications in Finance Видео6.3 Advantages and Challenges ВидеоACTIVITY: Multiple SelectPLUGIN6.4 Enhancing Blockchain with AI Видео6.5 AI and Blockchain for Data Analysis Видео6.6 Innovations at the Intersection of AI and Blockchain ВидеоACTIVITY: Case StudyPLUGIN6.7 The Future Landscape of Finance with AI and Blockchain Видео6.8 Ethical and Regulatory ChallengesВидео6.9 Preparing for the Future ВидеоACTIVITY: Drag and DropPLUGINACTIVITY: Knowledge CheckPLUGINQuiz 6Задание
07Module 7: Emerging Technologies and Their Impact on Finance 17 материалов
Ebook: Module 7: Emerging Technologies and Their Impact on Finance PLUGINAudiobook: Module 7: Emerging Technologies and Their Impact on Finance ВидеоPodcast: Module 7: Emerging Technologies and Their Impact on Finance Видео7.1 Overview of FinTech Evolution Видео7.2 Big Data and Analytics in Finance Видео7.3 Internet of Things (IoT) in Finance ВидеоACTIVITY: HotspotPLUGIN7.4 Quantum Computing and Finance Видео7.5 AI and Machine Learning - Beyond the Basics Видео7.6 The Role of Robotics and Automation in Finance ВидеоACTIVITY: PopupPLUGIN7.7 Creating a Technology-Driven Finance Ecosystem Видео7.8 Ethical, Security, and Regulatory Considerations Видео7.9 Preparing for the Future of Finance ВидеоACTIVITY: Drag and DropPLUGINACTIVITY: Knowledge CheckPLUGINQuiz 7Задание
08Module 8: Implementing AI Strategies in Finance 18 материалов
Ebook: Module 8: Implementing AI Strategies in Finance PLUGINAudiobook: Module 8: Implementing AI Strategies in Finance ВидеоPodcast: Module 8: Implementing AI Strategies in Finance Видео8.1 Strategic Planning for Digital Transformation Видео8.2 Leveraging Data for Strategic Advantage Видео8.3 Navigating the Technology Landscape ВидеоACTIVITY: Flip CardPLUGIN8.4 Integrating AI into Financial Operations Видео8.5 The Future of Work in Finance Видео8.6 Innovation and Continuous Improvement ВидеоACTIVITY: Multiple ChoicePLUGIN8.7 Anticipating Technological Disruptions Видео8.8 Sustainable and Ethical Finance Видео8.9 Vision for the Future of Finance ВидеоCourse summaryВидеоACTIVITY: Case StudyPLUGINACTIVITY: Knowledge CheckPLUGINQuiz 8Задание