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.
University of Illinois Urbana-Champaign
Kompetenzen, die Sie erwerben: Performance Measurement, Data Visualization, Business Analysis, Business Strategy, Data Presentation, Accounting, Business Strategies, Strategic Communication, General Accounting, Business Communication, Business Analytics, Marketing Management, Organizational Strategy, Product Lifecycle Management, Performance Analysis, Performance Metric, Analytical Skills, Innovation, Marketing, Data Analysis
Anfänger · Kurs · 1–3 Monate

Logical Operations
Kompetenzen, die Sie erwerben: Microsoft Excel, Data Import/Export, Spreadsheet Software, Business Reporting, Microsoft Access, Report Writing, Data Presentation, Data Analysis Software, Data Manipulation, Business Intelligence Software, Data Visualization, Data Analysis, Business Intelligence, SAP Applications, Data Integration, Microsoft Office, Data Access
Anfänger · Spezialisierung · 1–3 Monate

Coursera
Kompetenzen, die Sie erwerben: Data Pipelines, Apache Airflow, Data Integration, Cloud Deployment, Dataflow, Extract, Transform, Load, Cloud Computing, Data Infrastructure, Data Processing, Data Warehousing, Maintainability
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Market Share, Financial Statement Analysis, Case Studies, Estimation, Financial Statements, Business Valuation, Financial Analysis, Strategic Planning, Competitive Analysis, Financial Reporting, Financial Modeling, Market Analysis, International Finance, Financial Data, Financial Forecasting, Analysis, Benchmarking, Trend Analysis
Gemischt · Kurs · 1–4 Wochen

Universitat Politècnica de València
Kompetenzen, die Sie erwerben: Microsoft Excel, Pivot Tables And Charts, Spreadsheet Software, Business Intelligence, Data Import/Export, Excel Formulas, Data Analysis, Data Validation, Data Cleansing, Analysis, Data Manipulation, Data Management, Productivity Software, Data Presentation
Mittel · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: HubSpot CRM, Dashboard, Customer Relationship Management, Customer Relationship Management (CRM) Software, Marketing Analytics, Data-Driven Marketing, Digital Marketing Tools, Marketing, Customer Data Management, Marketing Management, Business, Business Strategy
Anfänger · angeleitetes Projekt · Weniger als 2 Stunden

Kompetenzen, die Sie erwerben: Model Deployment, AWS SageMaker, MLOps (Machine Learning Operations), Image Analysis, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Amazon Web Services, Model Training, Deep Learning, AI Personalization, Cloud Solutions, Artificial Intelligence, Model Evaluation, Applied Machine Learning, AI Integrations, Computer Vision, Machine Learning, Feature Engineering, Text Mining, Data Wrangling
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: User Feedback, Stakeholder Communications, Surveys, Employee Surveys, Survey Creation, Stakeholder Management, Stakeholder Engagement, Performance Metric, Data Presentation, Change Management, Communication, Performance Measurement, Organizational Change, Data-Driven Decision-Making, Agile Project Management, Communication Strategies, Key Performance Indicators (KPIs), Data Analysis, Case Studies
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Snowflake Schema, Model Deployment, Data Pipelines, Pandas (Python Package), Data Import/Export, Data Transformation, Data Manipulation, Large Language Modeling, Data Processing, Containerization, Python Programming, MLOps (Machine Learning Operations), Application Deployment, Application Development, Data Science, Data Preprocessing, Cloud Computing, SQL, Model Training, Machine Learning
Mittel · Kurs · 1–3 Monate

Coursera
Kompetenzen, die Sie erwerben: Dashboard Creation, Dashboard, Key Performance Indicators (KPIs), Performance Reporting, Business Intelligence, Tableau Software, Performance Analysis, Performance Review, Gap Analysis, Performance Metric, Business Metrics, Data-Driven Decision-Making, Data Presentation, Performance Management, Interactive Data Visualization, Business Analysis, Presentations, Data Analysis, Accountability, Data Validation
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Star Schema, Data Modeling, Data Architecture, Database Design, Data Lakes, Data Warehousing, Database Architecture and Administration, Enterprise Modeling, SQL, Data Pipelines, Diagram Design, Database Theory, Business Logic, Data Integrity, Semantic Web, Data Storage, Business Metrics, Dimensionality Reduction, Resource Utilization, Issue Tracking
Fortgeschritten · Kurs · 3–6 Monate

Kompetenzen, die Sie erwerben: Metadata Management, Extract, Transform, Load, Data Integration, Data Pipelines, Business Logic, Data Processing, Java, Data Import/Export, Data Transformation, Software Documentation
Gemischt · Kurs · 1–4 Wochen