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.

Microsoft
Kompetenzen, die Sie erwerben: Security Controls, Scalability, Data Governance, Cloud Management, Data Management, Performance Tuning, Microsoft Azure, Metadata Management, IT Security Architecture, Azure Active Directory, Disaster Recovery, Data Security, Big Data, Identity and Access Management, Encryption, Query Languages
Mittel · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Email Automation, Email Marketing, Content Performance Analysis, Marketing Automation, Test Planning, Copywriting, Personalized Campaigns, Regulatory Compliance, Customer Relationship Management (CRM) Software, Performance Analysis, Marketing Analytics, Customer Engagement, Target Audience, Customer Data Management, Compliance Management, Data-Driven Marketing, Compliance Auditing, Customer Relationship Management, Writing and Editing, General Data Protection Regulation (GDPR)
Mittel · Spezialisierung · 3–6 Monate

Kompetenzen, die Sie erwerben: Apache Spark, Scala Programming, Data Processing, Big Data, Applied Machine Learning, IntelliJ IDEA, Real Time Data, Data Manipulation, Programming Principles, Graph Theory, Integrated Development Environments, Data Transformation, Development Environment, Software Development Tools, Distributed Computing, Performance Tuning
Mittel · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Stakeholder Communications, Dashboard, Dashboard Creation, Data Import/Export, Management Reporting, Model Evaluation, AI literacy, Stakeholder Engagement, Prompt Engineering, Data-Driven Decision-Making, Timelines, Report Writing, Responsible AI, Business Reporting, Extract, Transform, Load, Project Documentation, Data Transformation, Data Presentation, AI Enablement, Risk Management
Anfänger · Kurs · 1–3 Monate

Dartmouth College
Kompetenzen, die Sie erwerben: Supervised Learning, Predictive Modeling, Logistic Regression, Statistical Modeling, Model Evaluation, Statistical Machine Learning, Machine Learning Methods, Applied Machine Learning, Machine Learning, Generative Model Architectures, Machine Learning Algorithms, Classification Algorithms, Model Optimization, Regression Analysis, Probability & Statistics
Auf einen Abschluss hinarbeiten
Mittel · Kurs · 1–3 Monate

Coursera
Kompetenzen, die Sie erwerben: Search Engine Marketing, Content Optimization, Marketing, Google Ads, Digital Marketing Tools, Web Analytics, Performance Metric, Key Performance Indicators (KPIs), Competitive Intelligence
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Campaign Management, Target Audience, Content Performance Analysis, Target Market, Social Media Campaigns, Advertising Campaigns, Personalized Campaigns, Online Advertising, Market Research, User Research, Social Media Marketing, Social Media, Social Media Strategy, Market Analysis
Mittel · angeleitetes Projekt · Weniger als 2 Stunden

Coursera
Kompetenzen, die Sie erwerben: Conversion Funnel Analysis, Process Mapping, Process Analysis, Web Analytics, Digital Analysis, Process Optimization, Dashboard, Process Design, Customer experience improvement, Driving engagement, Consolidation, Process Improvement and Optimization, Customer Analysis, Key Performance Indicators (KPIs), Business Metrics, Data-Driven Decision-Making, Event Monitoring
Mittel · Kurs · 1–4 Wochen

O.P. Jindal Global University
Kompetenzen, die Sie erwerben: Economics, Game Theory, Market Dynamics, Socioeconomics, Business Economics, Social Studies, Policy Analysis, Public Policies, Decision Making, Market Analysis, Consumer Behaviour, Supply And Demand, Analysis, Cost Benefit Analysis, Strategic Decision-Making, Competitive Analysis, Production Process, Critical Thinking, Resource Allocation
Auf einen Abschluss hinarbeiten
Anfänger · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Python Programming, Code Reusability, Data Processing, Data Analysis, Automation, Programming Principles
Anfänger · angeleitetes Projekt · Weniger als 2 Stunden

Kompetenzen, die Sie erwerben: Google Cloud Platform, Google Gemini, Generative AI Agents, Generative AI, MLOps (Machine Learning Operations), Applied Machine Learning, AI Workflows, Artificial Intelligence, Model Training, Cloud Infrastructure, Big Data, Model Deployment, Data Infrastructure, Prompt Engineering, Large Language Modeling, Agentic Workflows, Natural Language Processing, Model Evaluation, Predictive Modeling, Cloud Storage
Anfänger · Kurs · 1–3 Monate

Coursera
Kompetenzen, die Sie erwerben: A/B Testing, Data-Driven Decision-Making, Statistical Methods, Statistical Hypothesis Testing, Analytics, Statistics, Estimation, Decision Making, Data Analysis, Analytical Skills, Statistical Inference, Statistical Analysis, Business, Sample Size Determination, Data Collection
Mittel · Kurs · 1–4 Wochen