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.

Kompetenzen, die Sie erwerben: Shiny (R Package), Data Visualization, User Interface (UI), User Interface (UI) Design, Data Visualization Software, Interactive Data Visualization, Statistical Visualization, Application Deployment, Web Applications, Data Analysis, Front-End Web Development, Back-End Web Development, Spatial Data Analysis, Web Development, Frontend Integration, Full-Stack Web Development, Python Programming, Data Preprocessing, Development Environment
Mittel · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Shiny (R Package), Cloud Deployment, Interactive Data Visualization, Data Visualization, Cloud Applications, Statistical Visualization, Application Deployment, Performance Tuning, Dashboard Creation, R (Software), Web Applications, Application Development, Frontend Performance, R Programming, Event-Driven Programming, Dashboard, Exploratory Data Analysis, Driving engagement, UI Components, User Interface (UI)
Gemischt · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Object Oriented Programming (OOP), Matplotlib, Data Visualization, Plot (Graphics), Seaborn, File I/O, NumPy, Python Programming, Pandas (Python Package), Data Analysis, Program Development, Data Import/Export, JSON, Package and Software Management, Data Manipulation
Mittel · Kurs · 1–4 Wochen

Coursera
Kompetenzen, die Sie erwerben: Process Improvement and Optimization, Dashboard, Process Optimization, Power BI, Stakeholder Communications, Dashboard Creation, Management Reporting, Financial Data, Financial Analysis, Process Improvement, Financial Acumen, Stakeholder Engagement, Business Metrics, Data Presentation, Business Reporting, Presentations, Data-Driven Decision-Making, Performance Reporting, Business Intelligence Software, Data Integration
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

Kompetenzen, die Sie erwerben: Diagram Design, Persona Development, User Accounts, Strategic Thinking, Market Analysis, Marketing Communications
Anfänger · angeleitetes Projekt · Weniger als 2 Stunden

Kompetenzen, die Sie erwerben: Meta Ads Manager, Facebook, Social Media Marketing, Social Media Campaigns, Marketing Budgets, Advertising Campaigns, Online Advertising, Social Media Management, Campaign Planning, Social Media Strategy, Social Media Analytics, Marketing, Customer Engagement
Mittel · angeleitetes Projekt · Weniger als 2 Stunden

Kompetenzen, die Sie erwerben: File Management, MySQL, Control Panels, Database Management, Web Servers, Email Automation, Systems Administration, Database Software, Server Administration, System Configuration, Web Analytics and SEO, Network Routing, Network Security
Gemischt · Kurs · 1–4 Wochen

LearnQuest
Kompetenzen, die Sie erwerben: Data Ethics, Responsible AI, Machine Learning, Data Collection, Game Theory, Algorithms, Artificial Intelligence, Predictive Modeling, Mitigation
Anfänger · Kurs · 1–4 Wochen

University of Maryland, College Park
Kompetenzen, die Sie erwerben: Global Marketing, International Relations, International Finance, Diplomacy, Cultural Sensitivity, Business Risk Management, Market Dynamics, Market Intelligence, Competitive Analysis, Corporate Strategy, Economics, Business Strategy, Market Opportunities, Political Sciences, Supply Chain Management, Market Analysis, Economics, Policy, and Social Studies, Economic Development, World History, Supply Chain Planning
Anfänger · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Scalability, Time Series Analysis and Forecasting, File I/O, Predictive Modeling, Code Reusability, Programming Principles, Data Import/Export, Matlab, Scripting, Data Analysis, Data Processing, Computational Logic, Data Manipulation, Applied Machine Learning, File Management, Functional Design
Gemischt · Kurs · 1–4 Wochen
Kompetenzen, die Sie erwerben: Model Training, Java Programming, Java, Feature Engineering, Machine Learning Methods, Statistical Machine Learning, Machine Learning Algorithms, Deep Learning, Data Pipelines
Fortgeschritten · Kurs · 1–4 Wochen