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AI+ Finance™ Self-Paced Learning V3
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Introducción
Course Introduction
Audio Book: Introduction AI+ Finance
Module 1: Introduction to AI and Its Impact on Finance
Module 1: Introduction to AI and Its Impact on Finance
Audio Book: Introduction to AI and Its Impact on Finance
Podcast: Introduction to AI and Its Impact on Finance
1.1 Understanding AI, Machine Learning, and Deep Learning
1.2 Key Applications of AI in Finance
1.3 Evolution of AI in the Financial Sector
ACTIVITY: Timeline
1.4 Role of Data in Modern Finance
1.5 AI’s Impact on Financial Analysis and Forecasting
1.6 Personalization and Customer Experience in Finance
ACTIVITY: Drag and Drop
1.7 Automated and Algorithmic Trading
1.8 Risk Management and Compliance
1.9 Innovative Payment Solutions and Cybersecurity
ACTIVITY: Tab
ACTIVITY: Knowledge Check
Quiz
Module 2: Data-Driven Decision-Making in Finance
Module 2: Data-Driven Decision Making in Finance
Audio Book: Data-Driven Decision Making in Finance
Podcast: Data-Driven Decision Making in Finance
2.1 Types of Financial Data
2.2 Data Quality and Management
2.3 Ethical Considerations and Data Privacy
ACTIVITY: Multiple Choice
2.4 Financial Analytics Tools and Techniques
2.5 Deriving Insights from Financial Data
2.6 Visualization of Financial Data
ACTIVITY: Case Study
2.7 AI in Investment Strategy and Asset Management
2.8 Enhancing Risk Management with AI
2.9 The Future of Finance: AI-driven Innovations
ACTIVITY: Carousel
ACTIVITY: Knowledge Check
Quiz
Module 3: Enhancing Credit and Loans with AI
Module 3: Enhancing Credit and Loans with AI
Audio Book: Enhancing Credit and Loans with AI
Podcast: Enhancing Credit and Loans with AI
3.1 Traditional vs. AI-Enhanced Credit Scoring
3.2 Machine Learning Models in Credit Analysis
3.3 Challenges and Opportunities
Activity: True or False
3.4 The Role of AI in Loan Origination
3.5 AI-Driven Risk Assessment
3.6 Regulatory and Ethical Considerations
ACTIVITY: Sequence Arrangement
3.7 Personalized Loan Products
3.8 Enhancing Customer Engagement
3.9 The Future of AI in Lending
ACTIVITY: Tab
ACTIVITY: Knowledge Check
Quiz
Module 4: Fraud Detection in Finance with AI
Module 4: Fraud Detection in Finance with AI
Audio Book: Fraud Detection in Finance with AI
Podcast: Fraud Detection in Finance with AI
4.1 Types and Trends in Financial Fraud
4.2 Challenges in Traditional Fraud Detection
4.3 Regulatory Frameworks and Compliance
ACTIVITY: Drag and Drop
4.4 Principles of AI in Detecting Fraud
4.5 Machine Learning Models for Fraud Detection
4.6 Real-time Detection and Prevention
ACTIVITY: Case Study
4.7 Advanced Analytics and Predictive Models
4.8 Ethical Considerations and Bias in AI Models
4.9 Preparing for the Future of Fraud Detection
ACTIVITY: Multiple Select
ACTIVITY: Knowledge Check
Quiz
Module 5: Forecasting Stock Market with AI
Module 5: Forecasting Stock Market with AI
Audio Book: Forecasting Stock Market with AI
Podcast: Forecasting Stock Market with AI
5.1 The Basics of Stock Market and Trading
5.2 Traditional vs. AI-Driven Stock Analysis
5.3 Data Sources for AI in Stock Market Analysis
Activity: Accordion
5.4 Machine Learning Models for Stock Prediction
5.5 Sentiment Analysis in Financial Markets
5.6 Algorithmic Trading and AI
ACTIVITY: Hotspot
5.7 Overcoming Challenges in AI-Powered Forecasting
5.8 Ethical and Regulatory Considerations
5.9 The Future of AI in Stock Market Analysis
ACTIVITY: Multiple Choice
ACTIVITY: Knowledge Check
Quiz
Module 6: Blockchain and AI: Revolutionizing Finance
Module 6: Blockchain and AI: Revolutionizing Finance
Audio Book: Blockchain and AI: Revolutionizing Finance
Podcast: Blockchain and AI: Revolutionizing Finance
6.1 Blockchain Fundamentals
6.2 Blockchain Applications in Finance
6.3 Advantages and Challenges
ACTIVITY: Multiple Select
6.4 Enhancing Blockchain with AI
6.5 AI and Blockchain for Data Analysis
6.6 Innovations at the Intersection of AI and Blockchain
ACTIVITY: Case Study
6.7 The Future Landscape of Finance with AI and Blockchain
6.8 Ethical and Regulatory Challenges
6.9 Preparing for the Future
ACTIVITY: Drag and Drop
ACTIVITY: Knowledge Check
Quiz
Module 7: Emerging Technologies and Their Impact on Finance
Module 7: Emerging Technologies and Their Impact on Finance
Audio Book: Emerging Technologies and Their Impact on Finance
Podcast: Emerging Technologies and Their Impact on Finance
7.1 Overview of FinTech Evolution
7.2 Big Data and Analytics in Finance
7.3 Internet of Things (IoT) in Finance
ACTIVITY: Hotspot
7.4 Quantum Computing and Finance
7.5 AI and Machine Learning - Beyond the Basics
7.6 The Role of Robotics and Automation in Finance
ACTIVITY: Popup
7.7 Creating a Technology-Driven Finance Ecosystem
7.8 Ethical, Security, and Regulatory Considerations
7.9 Preparing for the Future of Finance
ACTIVITY: Drag and Drop
ACTIVITY: Knowledge Check
Quiz
Module 8: Implementing AI Strategies in Finance
Module 8: Implementing AI Strategies in Finance
Audio Book: Implementing AI Strategies in Finance
Podcast: Implementing AI Strategies in Finance
8.1 Strategic Planning for Digital Transformation
8.2 Leveraging Data for Strategic Advantage
8.3 Navigating the Technology Landscape
ACTIVITY: Flip Card
8.4 Integrating AI into Financial Operations
8.5 The Future of Work in Finance
8.6 Innovation and Continuous Improvement
ACTIVITY: Multiple Choice
8.7 Anticipating Technological Disruptions
8.8 Sustainable and Ethical Finance
8.9 Vision for the Future of Finance
ACTIVITY: Case Study
ACTIVITY: Knowledge Check
Quiz
Additional Module - AI Agents For Finance
AI Agents Finance
Resources
AI+ Finance Blueprint
AI+ Finance Detailed Curriculum
AI+ Finance Tools
AI+ Finance Resources and References
AI CERTs Exam Guidelines
AI CERTs Exam Guidelines
AI+ Finance Examination
AI+ Finance Examination
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Información del curso
AI+ Finance™ Self-Paced Learning V3
Skill Level
:
Beginner
certificate name
:
AI+ Finance™
Badge
:
Badge_AI+-Finance.png
Course Layout
:
Standard
