AI an de Finanzen
( 24 Modules )

Modul #1
Aféierung zu AI an de Finanzen
Iwwerbléck iwwer d'Uwendung vun der Kënschtlecher Intelligenz a Finanzen, Wichtegkeet an Ëmfang

Modul #2
Foundations of Machine Learning
Basics of Machine Learning, Type of Machine Learning, and Key concepts

Modul #3
Financial Data Preprocessing
Financial Data Preprocessing, Data Preprocessing, Feature Engineering, and Data Visualization

Modul #4
Deep Learning Fundamentals
Introduction to Deep Learning, Neural Networks and Deep Learning Frameworks

Modul #5
Time Series Analysis with AI
Time Series Prognose, autoregressive models, and Prophet

Modul #6
Natural Language Processing in Finance
Text Analyse, Sentiment Analyse, and Theme Modeling in Finance

Modul #7
AI for Risk Management
AI Applikatiounen am Risikomanagement, Kredittrisiko, Maartrisiko, an operationell Risiko

Modul #8
Portfolio Optimization with AI
Portfolio Optimization techniques, Markowitz Model, and AI-based Portfolio Optimization

Modul #9
AI am Handel an Investitioun
AI Uwendungen am Handel, Héichfrequenzhandel a quantitativem Handel

Modul #10
AI-powered Chatbots in Finance
Building AI-powered Chatbots for Client Service, conversational AI, and fintech

Modul #11
AI for Fraud Detection
AI applications in fraud Detection, Anomaly Detection, and Fraud Prevention

Modul #12
AI in Regulatory Compliance
AI applications in regulatory compliance, AML, and KYC

Modul #13
AI fir Cliente Segmentatioun
Cliente Segmentatioun mat AI, Clustering, an Entscheedungsbeem

Modul #14
AI-powered Predictive Analytics
Predictive Analytics using AI, Decision Beams, random Bësch, and Gradient Boost

Modul #15
AI for Credit Scoring
AI Applikatiounen am Kreditt Scoring, Kredittrisikobewäertung a Prêt Genehmegungen

Modul #16
AI in Insurance
AI Applikatiounen an der Versécherung, Fuerderungsveraarbechtung, an Underwriting

Modul #17
Ethik a Bias an AI fir Finanzen
Ethesch Iwwerleeungen, Bias an AI Modeller, a Fairness an der AI Entscheedungsprozess

Modul #18
AI in Fintech
AI Applikatiounen an Fintech, Digital Bezuelungen, a Blockchain

Modul #19
AI for Financial Document Analysis
AI Uwendungen an der Finanzdokumentanalyse, OCR, an Dokumentverständnis

Modul #20
AI-powered Recommendation Systems
Recommandation Systems using AI, Collaborative Filtering, and Content-based Filtering

Modul #21
AI for Supply Chain Finanzen
AI Uwendungen an der Versuergungskettenfinanzen, Inventarmanagement a Logistik

Modul #22
AI Modeller an de Finanzen ofsetzen
AI Modeller a Finanzen, Modelldeployment a Modellmonitoring ofsetzen

Modul #23
Case Studies in AI fir Finanzen
Real-Welt Fallstudien an Uwendungen vun AI am Finanzen

Modul #24
Cours Ofschloss & Conclusioun
Planung déi nächst Schrëtt an der AI an der Finanzkarriär

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