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.

Coursera
Kompetenzen, die Sie erwerben: Email Marketing, Data Cleansing, Performance Analysis, Performance Measurement, Cleanliness, Key Performance Indicators (KPIs), Performance Improvement, Marketing Effectiveness, Data Quality, Data Maintenance, Data Validation
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Data Manipulation, Statistical Analysis, R (Software), Ggplot2, R Programming, Data Wrangling, Data Transformation, Data Visualization Software, Data Science, Applied Machine Learning, Data Preprocessing, Probability & Statistics, Data Analysis, Statistical Modeling, Machine Learning Methods, Regression Analysis, Statistical Software, Data-Driven Decision-Making, Statistical Programming, Machine Learning
Anfänger · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Exploratory Data Analysis, Data Storytelling, Ggplot2, Data Analysis, Plot (Graphics), R (Software), Regression Analysis, Data Presentation, R Programming, Statistical Analysis, Data Visualization Software, Statistical Visualization, Data Quality, Scatter Plots, Anomaly Detection, Descriptive Statistics, Analytical Skills, Correlation Analysis, Graphing
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Data Ethics, Responsible AI, Model Evaluation, AI literacy, Data Analysis, Applied Machine Learning, Artificial Intelligence, Machine Learning
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Model Evaluation, MLOps (Machine Learning Operations), AI Workflows, Applied Machine Learning, Model Optimization, Data Pipelines, Responsible AI, Statistical Modeling
Mittel · Kurs · 1–4 Wochen

Kennesaw State University
Kompetenzen, die Sie erwerben: Business Strategy, Competitive Analysis, Strategic Thinking, Market Dynamics, Corporate Strategy, Market Analysis, Market Share, Organizational Structure, Process Design, Growth Strategies, Market Opportunities, Business Economics, Business Transformation, Economics, Organizational Change, Consolidation, Case Studies
Anfänger · Kurs · 1–4 Wochen

Google Cloud
Kompetenzen, die Sie erwerben: Analytics, Data Analysis, Applied Machine Learning, Google Cloud Platform, Model Training, Machine Learning, Machine Learning Algorithms, SQL
Anfänger · Kurs · 1–4 Wochen

Coursera
Kompetenzen, die Sie erwerben: Stakeholder Communications, Stakeholder Management, Slack (Software), Stakeholder Engagement, Communication Planning, Project Management Software, Content Performance Analysis, Driving engagement, Communication Strategies, Workflow Management, Automation, AI Integrations
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Data Transformation, Data Wrangling, Data Manipulation, Extract, Transform, Load, Data Integration, Data Preprocessing, Data Cleansing, Data Analysis, Data Processing, Tableau Software, Dashboard Creation, Data Pipelines, Dataflow, Data Import/Export, Pivot Tables And Charts, Software Installation
Mittel · Kurs · 1–4 Wochen

Google Cloud
Kompetenzen, die Sie erwerben: Big Data, Analytics, Data Analysis, Model Training, Applied Machine Learning, Model Deployment, MLOps (Machine Learning Operations), Machine Learning, Predictive Modeling
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Performance Metric, Predictive Modeling, Data-Driven Decision-Making, Failure Analysis, Statistical Analysis, Statistical Hypothesis Testing, Sampling (Statistics)
Mittel · Kurs · 1–4 Wochen

Coursera
Kompetenzen, die Sie erwerben: Team Oriented, Information Architecture, Organizational Skills, Content Optimization, Content Management, Document Management, Content Strategy, Cross-Functional Collaboration, Coordination, Data Visualization, Verification And Validation, Vocabulary, Data Management, Data Mining, Trend Analysis, Data Analysis
Mittel · Kurs · 1–4 Wochen