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 Michigan
Kompetenzen, die Sie erwerben: Wahrscheinlichkeit & Statistik, Deskriptive Statistik, Datenmanagement, Box Plots, Datenanalyse, Matplotlib, Datenmanipulation, Stichproben (Statistik), Statistische Inferenz, Datenvisualisierung, Datenvisualisierungssoftware, Jupyter, Histogramm, Statistische Analyse, Python-Programmierung, Explorative Datenanalyse, Statistik
Anfänger · Kurs · 1–4 Wochen

Logical Operations
Kompetenzen, die Sie erwerben: Pivot Tables And Charts, Microsoft Excel, Spreadsheet Software, Business Intelligence, Data Analysis, Data Presentation, Business Analytics, Microsoft Office, Microsoft 365, Data Wrangling, Data Visualization, Productivity Software
Gemischt · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Apache Airflow, Dataflow, Extract, Transform, Load, Data Pipelines, Apache Kafka, Real Time Data, AWS Kinesis, Data Validation, Data Warehousing, Event Monitoring, Data Integrity, Snowflake Schema, Continuous Monitoring, Automation, Data Quality, Scalability
Mittel · Kurs · 1–4 Wochen

Logical Operations
Kompetenzen, die Sie erwerben: Management Reporting, Business Reporting, Data Presentation, Process Validation, Report Writing, Data Sharing, Microsoft Access, Dashboard, Business Intelligence Software, Data Integration, Consolidation, Business Intelligence, Data Analysis Software, Data Analysis, Editing, Microsoft Office
Gemischt · Kurs · 1–4 Wochen

Università Bocconi
Kompetenzen, die Sie erwerben: Go To Market Strategy, Business Modeling, Entrepreneurship, Fundraising, Sales Presentations, User Research, Problem Management, Customer Insights, New Product Development, Market Opportunities, Value Propositions, Market Analysis, Competitive Analysis
Anfänger · Kurs · 1–4 Wochen

Logical Operations
Kompetenzen, die Sie erwerben: R Programming, R (Software), Data Science, Data Analysis, Statistical Modeling, Data Visualization, Statistical Analysis, Statistical Visualization, Regression Analysis, Statistical Machine Learning, Plot (Graphics), Data Structures, Computer Programming, Decision Tree Learning, Machine Learning Methods, Machine Learning, Software Development, Computer Programming Tools, Data Import/Export, Machine Learning Algorithms
Mittel · Spezialisierung · 1–3 Monate

Coursera
Kompetenzen, die Sie erwerben: Financial Modeling, Variance Analysis, Financial Statements, Revenue Forecasting, Budget Management, Financial Statement Analysis, Financial Forecasting, Business Intelligence, Power BI, Financial Analysis, Cash Flows, Cost Management, Spreadsheet Software, Balance Sheet, Financial Reporting, Microsoft Excel, Dashboard, Data Visualization, Key Performance Indicators (KPIs), Capital Budgeting
Mittel · Spezialisierung · 1–3 Monate

Kompetenzen, die Sie erwerben: Spreadsheet Software, Marketing Analytics, Pivot Tables And Charts, Trend Analysis, Marketing Budgets, Marketing Strategies, Microsoft Excel, Google Sheets, Business Reporting, Data-Driven Decision-Making, Performance Reporting, Time Series Analysis and Forecasting, Marketing, Descriptive Analytics, Performance marketing, Performance Metric, Business Metrics, Performance Measurement
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Apache Kafka, Apache Hadoop, JSON
Anfänger · Kurs · 1–4 Wochen

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

Kompetenzen, die Sie erwerben: Star Schema, Snowflake Schema, Data Lakes, Data Governance, Data Warehousing, CI/CD, Microsoft Azure, Database Design, Power BI, Real Time Data, Data Pipelines, Data Management, Data Architecture, Extract, Transform, Load, Microsoft Copilot, Cost Control, Data Modeling, Transact-SQL, SQL, Cloud Infrastructure
Mittel · Berufsbezogenes Zertifikat · 3–6 Monate

Kompetenzen, die Sie erwerben: Generative Model Architectures, Generative AI, AI Product Strategy, Large Language Modeling, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Business Strategy, Data Strategy, Data Ethics, Artificial Neural Networks, Process Improvement, Process Improvement and Optimization, Cloud Computing, Operational Efficiency, Process Optimization, Big Data, Customer Service, Natural Language Processing, User Experience, Marketing
Gemischt · Kurs · 1–3 Monate