Predictive-Analytics-Kurse können Ihnen helfen zu verstehen, wie Daten genutzt werden, um Vorhersagen zu treffen und Muster sichtbar zu machen. Sie können Fähigkeiten in Modellierung, Statistik, Bewertung und Analysewerkzeugen aufbauen. Viele Kurse stellen Beispiele und Workflows aus datengetriebenen Projekten vor.

Coursera
Kompetenzen, die Sie erwerben: Regulatory Requirements, Lending and Underwriting, Compliance Management, Mortgage Loans, Commercial Lending, Credit Risk, Risk Management, Consumer Lending, Quality Control, AI Enablement, Decision Making, Predictive Analytics, Machine Learning, Artificial Intelligence
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Logistic Regression, SAS (Software), Predictive Analytics, Advanced Analytics, Model Evaluation, Data Analysis, Statistical Analysis, Regression Analysis, Statistical Modeling, Exploratory Data Analysis, Correlation Analysis, Statistical Methods, Small Data, Statistical Hypothesis Testing, Probability & Statistics, Descriptive Statistics
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Earned Value Management, Workflow Management, Business Process Automation, Change Management, Project Management, Project Controls, Performance Measurement, Automation, Predictive Modeling, AI Enablement, Strategic Communication, Data-Driven Decision-Making, Risk Analysis, Process Improvement and Optimization, Process Optimization, Analytics, Cloud-Based Integration, Generative AI, Systems Integration, Machine Learning
Fortgeschritten · Spezialisierung · 3–6 Monate
Northeastern University
Kompetenzen, die Sie erwerben: Strategie der Kundenerfahrung (CX), Datengesteuerte Entscheidungsfindung, Gesundheitsinformatik, Analytics, Leistungsmetrik, Entscheidungsunterstützende Systeme, Unternehmensanalytik, Künstliche Intelligenz und Maschinelles Lernen (KI/ML), Angewandtes maschinelles Lernen, Prädiktive Analytik, Prozess-Mapping, Kenntnisse der Gesundheitsbranche
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Prompt Engineering, Web Analytics and SEO, Search Engine Optimization, Search Engine Marketing, AI Enablement, Generative AI, Marketing Strategy and Techniques, Blogs, Digital Marketing, Content Marketing, Content Creation, Web Content, Semantic Web, Keyword Research, Content Strategy, Growth Strategies, Artificial Intelligence, Web Analytics, Competitive Analysis, Performance Measurement
Mittel · Spezialisierung · 1–3 Monate

Kompetenzen, die Sie erwerben: AI Workflows, Agentic systems, AI Orchestration, AI Enablement, Advanced Analytics, Data Processing, Enterprise Architecture, Automation, Data Transformation, Artificial Intelligence, Continuous Improvement Process, Data Quality, Application Deployment, Scalability, Performance Tuning, Business Metrics, Software Design Patterns
Mittel · Kurs · 1–4 Wochen

EDUCBA
Kompetenzen, die Sie erwerben: Internet Of Things, Advanced Analytics, Big Data, Data Management, Wireless Networks, Predictive Analytics, Applied Machine Learning, Environmental Monitoring, Geospatial Information and Technology, Sustainable Technologies, Machine Controls, Real Time Data, Automation, Data Analysis, Data Collection
Anfänger · Kurs · 1–4 Wochen
Kompetenzen, die Sie erwerben: Data Ethics, Responsible AI, Workforce Planning, Human Resource Strategy, Employee Engagement, AI Enablement, Regulatory Compliance, People Analytics, Compliance Management, Human Resource Policies, Recruitment Strategies, ChatGPT, Employee Retention, Recruitment, Governance, Ethical Standards And Conduct, Dashboard
Mittel · Kurs · 1–4 Wochen

AI CERTs
Kompetenzen, die Sie erwerben: Responsible AI, Data Ethics, Health Care Administration, Practice Management Software, Medical Billing and Coding, Artificial Intelligence, Health Informatics, Regulatory Compliance, AI Enablement, Patient Flow, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Machine Learning, Medical Billing, Natural Language Processing, Revenue Cycle Management, Artificial Intelligence and Machine Learning (AI/ML), Healthcare Ethics, Medical Assistance, Fraud detection, Generative AI
Mittel · Kurs · 1–3 Monate

University of Colorado System
Kompetenzen, die Sie erwerben: Marketing Analytics, Classification And Regression Tree (CART), Probability & Statistics, AI Personalization, Statistical Software, Statistical Methods, Regression Analysis, Model Evaluation, Data-Driven Decision-Making, Data Ethics, Unsupervised Learning, Statistical Modeling, Data Visualization, Customer Analysis, Statistical Analysis, Predictive Analytics, Anomaly Detection, Advanced Analytics, Bayesian Network, Machine Learning
Mittel · Spezialisierung · 3–6 Monate

Microsoft
Kompetenzen, die Sie erwerben: Cloud Security, Data Management, Data Security, Clinical Data Management, Microsoft Azure, Health Technology, IT Security Architecture, AI Enablement, Image Analysis, Data Visualization Software, Personally Identifiable Information, Generative AI, Microsoft Teams, Machine Learning, Clinical Monitoring, General Data Protection Regulation (GDPR), Data Ethics, Information Privacy, Health Informatics, Medical Imaging
Anfänger · Berufsbezogenes Zertifikat · 3–6 Monate

Kompetenzen, die Sie erwerben: Regressionsanalyse, Prädiktive Modellierung, Modellevaluation, Deep Learning, PyTorch (Bibliothek für Maschinelles Lernen), Datenvorverarbeitung, Klassifizierungsalgorithmen, Wahrscheinlichkeit & Statistik, Methoden des Maschinellen Lernens, Künstliche neuronale Netze, Tensorflow, Logistische Regression
Mittel · Kurs · 1–3 Monate