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.

The University of Chicago
Kompetenzen, die Sie erwerben: Climate Change Programs, Mathematical Modeling, Predictive Modeling, Physical Science, Simulation and Simulation Software, Environmental Science, Process Modeling, Simulations, Numerical Analysis, Programming Principles
Gemischt · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Databricks, Data Governance, Microsoft Azure, Data Lakes, Real Time Data, Data Management, Data Integration, Data Pipelines, Metadata Management, Data Import/Export, User Provisioning, Performance Tuning
Fortgeschritten · Kurs · 1–4 Wochen

Coursera
Kompetenzen, die Sie erwerben: Sales Strategy, Selling Techniques, Sales Presentation, Sales Process, Sales Development, General Sales Practices, Market Analysis, Sales, Specialized Sales, Technical Sales, Customer Relationship Building, Customer Relationship Management, Market Opportunities, Customer Engagement, Customer Analysis, Market Dynamics, Value Propositions, Company, Product, and Service Knowledge, Customer Communications Management
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Target Audience, Data-Driven Marketing, Marketing, Value Propositions, Global Marketing, Search Engine Optimization, Diversity Marketing, Brand Strategy, Marketing Planning, Marketing Strategies, Branding, Marketing Analytics, Brand Awareness, Data-Driven Decision-Making, Customer Analysis, Market Research, Cultural Diversity, Consumer Behaviour, Cultural Responsiveness, Cultural Sensitivity
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Data Cleansing, Logistic Regression, Data Preprocessing, Applied Machine Learning, Data Import/Export, Data Mining, Python Programming, Data Access, Scikit Learn (Machine Learning Library), Predictive Modeling, Machine Learning Methods, Classification Algorithms, Machine Learning, Supervised Learning
Mittel · angeleitetes Projekt · Weniger als 2 Stunden
University of Illinois Urbana-Champaign
Kompetenzen, die Sie erwerben: Market Dynamics, Business Economics, Business, Economics, Business Operations, Supply And Demand, Operations, Business Strategy, Market Analysis, Competitive Analysis, Consumer Behaviour, Revenue Management, Entrepreneurship, Decision Making
Anfänger · Kurs · 1–4 Wochen

University of Maryland, College Park
Kompetenzen, die Sie erwerben: Customer Retention, Loyalty Programs, Brand Loyalty, Customer Relationship Management, Customer Insights, Customer Relationship Building, Customer Data Management, Marketing Analytics, Customer Acquisition Management, Marketing Effectiveness, Data-Driven Marketing, Customer Analysis, Relationship Management, Marketing Strategies, Return On Investment, Equities, Predictive Modeling
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Keyword Research, Search Engine Marketing, Campaign Planning, Competitive Analysis, Marketing, Content Optimization, Generative Engine Optimization (GEO), Digital Marketing Tools, Pay Per Click Advertising, Competitive Intelligence, Business Metrics, Market Share, Auditing, Gap Analysis, Technical Analysis, Issue Tracking
Anfänger · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Plotly, Technical Analysis, Time Series Analysis and Forecasting, Predictive Modeling, Market Data, Financial Forecasting, Model Evaluation, Forecasting, Applied Machine Learning, Trend Analysis, Financial Analysis, Data Visualization, Statistical Visualization, Google Sheets, Interactive Data Visualization, Equities, Machine Learning, Data Import/Export
Anfänger · angeleitetes Projekt · Weniger als 2 Stunden
Kompetenzen, die Sie erwerben: Generative AI, Insurance, Decision Support Systems, Expense Management, Responsible AI, Data Ethics, Insurance Policies, Underwriting, AI Personalization, Operational Efficiency, Claims Processing, AI Integrations, Financial Services, Automation, Risk Management, AI Workflows, Analytics, Risk Mitigation, Prompt Engineering, Systems Integration
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Maschinelles Lernen, Datenwissenschaft, Statistische Methoden, Angewandtes maschinelles Lernen, Regressionsanalyse, Prädiktive Modellierung, Prädiktive Analytik, Methoden des maschinellen Lernens, Software für maschinelles Lernen, Überwachtes Lernen, Algorithmen für maschinelles Lernen, Plot (Grafiken), Datenvisualisierung, Wissenschaftliche Visualisierung, Wahrscheinlichkeitsrechnung und Statistik, Statistische Modellierung, Matplotlib, Statistische Analyse, Pandas (Python-Paket), Seaborn
Mittel · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Model Evaluation, Keras (Neural Network Library), Deep Learning, Model Training, Convolutional Neural Networks, Image Analysis, Tensorflow, Computer Vision, Applied Machine Learning, Predictive Modeling, Spatial Data Analysis, Machine Learning, Data Preprocessing, Python Programming
Mittel · angeleitetes Projekt · Weniger als 2 Stunden