Predictive Analytics am Finanzen
( 30 Modules )

Modul #1
Introduction to Predictive Analytics in Finance
Overview of predictive analytics, its important in finance, and course goals

Modul #2
Types of Predictive Analytics
Exploring descriptive, predictive, and prescriptive analytics in finance

Modul #3
Finanziell Datenquellen a Virbereedung
Sammelen, botzen a virbereeden Finanzdaten fir Analyse

Modul #4
Datevisualiséierung an de Finanzen
Visualiséierunge benotze fir Finanzdatenabléck ze entdecken an ze vermëttelen

Modul #5
Regressiounsanalyse an de Finanzen
Linear an net-linear Regressiounsmodeller op finanziell Donnéeën uwenden

Modul #6
Time Series Analysis in Finance
Analyse a Prévisioun vun finanziellen Zäitreidaten

Modul #7
Machine Learning Fundamentals
Aféierung zu Maschinnléierekonzepter an Algorithmen

Modul #8
Supervised Learning in Finance
Applying survised Learning Algorithms to Financial Data

Modul #9
Unsupervised Learning in Finance
Applying unsupervised Learning Algorithms to Financial Data

Modul #10
Neural Networks in Finance
Uwendung neural Netzwierker fir Finanzdatenanalyse a Viraussoen

Modul #11
Predictive Modeling in Finance
Predictive Modeller bauen mat Regressioun, Entscheedungsbeem an zoufälleg Bëscher

Modul #12
Risk Modeling and Credit Scoring
Predictive Analytics op Kreditt applizéieren Risikobewäertung a Scoring

Modul #13
Portfolio Optimisatioun a Gestioun
Prognostizéiert Analyse benotze fir Portfolioleistung a Risiko ze optimiséieren

Modul #14
Finanzmäert viraussoen
Predictive Analytik uwenden fir Finanzmäert an Instrumenter virzebereeden

Modul #15
Anomalie Detektioun an de Finanzen
Identifikatioun vun ongewéinleche Musteren an Auslänner a Finanzdaten

Modul #16
Textanalyse an de Finanzen
Natierlech Sproochveraarbechtung op finanziell Textdaten uwenden

Modul #17
Big Data Analytics an de Finanzen
Scaling predictive Analyse fir grouss finanziell Datesätz

Modul #18
Case Studies in Predictive Analytics in Finance
Real-world applications and success story in predictive analytics in finance

Modul #19
Model Validation and Deployment
Evaluation and Deployment predictive models in finanziell Applikatiounen

Modul #20
Ethik a Bias an der Predictive Analytics
Ethesch Considératiounen a Bias an der Predictive Analytik an de Finanzen adresséieren

Modul #21
Collaboration and Communication in Predictive Analytics
Effektiv mat Akteuren ze schaffen fir predictive analytics Abléck ze liwweren

Modul #22
Predictive Analytics Tools and Technologies
Iwwersview of popular tools and technologys for predictive analytics in finance

Modul #23
Cloud-Based Predictive Analytics
Leveraging Cloud Computing for scalable predictive analytics in finance

Modul #24
Echtzäit Predictive Analytics
Predictive Analytics an Echtzäit Finanzdatenstroum applizéieren

Modul #25
Explainable AI in Finance
Predictive Models in Finance interpretéieren an z’erklären

Modul #26
Predictive Analytics in Fintech
Applications of Predictive Analytics in Financial Technology

Modul #27
Regulatory Compliance and Predictive Analytics
Reglementation requirements and risks in predictive analytics in finance

Modul #28
Future of Predictive Analytics in Finance
Emerging Trends and Chances in predictive analytics an de Finanzen

Modul #29
Capstone Project
Predictive Analytik op e real-Welt finanzielle Problem oder Datesaz applizéieren

Modul #30
Cours Ofschloss & Conclusioun
Planung déi nächst Schrëtt a Predictive Analytics an der Finanzkarriär

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