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AI In Finance, Soban Ali MP-013 - Coggle Diagram
AI In Finance
Applications
Customer service
Chatboats
Personalized reccomendations
Predictive analysis
Market forecasting
Economic trend analysis
Trading
High frequency
Sentiments analysis
Algorithim trading
Portfolio Management
Robo advisors
Risk based Rebalancing
Technologies
Machine Learning
Supervised learning
Reinforrcement learning
NLP
Text analysis
Summerize document
Deep learning
Neural networks
RNN'S
Big data analytics
Data processing
Pattern recognition
Data mining
Challenges
Data quality
Bias
Missing data
Noise
Regulatory complaince
SEC regulations
GDPR
Modern Interpreability
Black box models
Expainable AI Techniques
Model validation
Cybersecurity
Data breaches
Insider threats
Malicious attack
Future trends
AI adoption
Industry wide acceptance
Competitive advantage
Integration
Ethical considerations
Fairness
Tranperency
Accountability
Quantam Computing
Complex calculations
Security applications
Enhanced processing power
Challenges in adoption
Technological integration
Scalability issues
Implementation cost
Skill gap
Hiring compitenet people
Retrainning existing workforce
Change mangement
Resistance in new technologies
Cultural shifts
Data sources
Market data
Market Indices
Stock prices
Economic indicators
Alternative data
Social media
IOT DEVICES
Satellite Imagery
Financial news
Sentiment analysis
Event extractions
Text data
Soban Ali MP-013