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

Kompetenzen, die Sie erwerben: Customer Retention, Customer Insights, Statistical Methods, Statistical Analysis, R Programming, Data Analysis, Statistics, Performance Metric, Business Metrics, Analytics, R (Software), Statistical Programming, Product Strategy, Customer Engagement
Mittel · Kurs · 1–4 Wochen

Google Cloud
Kompetenzen, die Sie erwerben: Dashboard, Dashboard Creation, Looker (Software), Data Presentation, Data Sharing, Data Preprocessing, Data Analysis, Analytics, Data Visualization Software, Google Cloud Platform, Data Processing, Cloud Storage, Data Storage, Model Training, SQL, Data Warehousing, Applied Machine Learning, Query Languages
Anfänger · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Sampling (Statistics), SAS (Software), Data Integration, Change Control, Statistical Methods, Data Manipulation, Data Mapping, Data Processing, Data Management, SQL, Data Transformation, Data Governance, Transaction Processing, Version Control
Mittel · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Surveys, Market Research, Customer Insights, Data-Driven Marketing, Marketing, Customer Analysis, User Research, Research Methodologies, Market Analysis, Data Collection
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Supplier Management, Vendor Management, Supplier Performance Management, Supplier Relationship Management, Supplier Risk Management, Strategic Sourcing, Procurement, Compliance Management, Data Integrity, Workflow Management, Regulatory Compliance, Data Quality, Strategic Partnership, Market Analysis
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Datenumwandlung, Vorverarbeitung von Daten, Datenmanipulation, R Programmierung, Datenwrangling, Bereinigung von Daten, R (Software), Tidyverse (R-Paket), Text Mining, Datenvorverarbeitung, Leistungsoptimierung
Anfänger · Kurs · 1–4 Wochen

Arizona State University
Kompetenzen, die Sie erwerben: Data Storage Technologies, Probability & Statistics, Statistics, Data Store, Mathematical Software, Data Storage, Data Access, Statistical Machine Learning, Database Software, Statistical Hypothesis Testing, Data Manipulation, Data Transformation, Model Evaluation
Mittel · Kurs · 1–4 Wochen

Coursera
Kompetenzen, die Sie erwerben: Digital Marketing Tools, Marketing Automation, Scheduling, Business Reporting, Performance Reporting, Automation, Stakeholder Communications, Scalability
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Data-Driven Decision-Making, Prioritization, Business Writing, Strategic Decision-Making, Report Writing, Strategic Prioritization, Data Storytelling, Business Priorities, Data Analysis, Product Roadmaps, Writing, Strategic Thinking, Decision Making, Analytical Skills, Strategic Communication, Risk Analysis, Product Improvement, Resource Allocation, Trend Analysis, Project Estimation
Mittel · Kurs · 1–4 Wochen

Coursera
Kompetenzen, die Sie erwerben: Star Schema, Role-Based Access Control (RBAC), Power BI, Database Design, Data Modeling, Authorization (Computing), Data Analysis Expressions (DAX), Relational Databases, Financial Data, Data Security, Security Controls, Dashboard, Data Access, Dashboard Creation, Model Deployment, Gross Profit, Cloud Deployment, Performance Improvement
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Feature Engineering, Data Pipelines, Apache Airflow, MLOps (Machine Learning Operations), Service Level, AI Orchestration, Data Store, Data Transformation, Change Control, Key Performance Indicators (KPIs)
Mittel · Kurs · 1–4 Wochen