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 Colorado Boulder
Kompetenzen, die Sie erwerben: Python-Programmierung, Modell Ausbildung, Tiefes Lernen, Marketing-Analytik, Maschinelles Lernen, Datenverarbeitung, Unstrukturierte Daten, Text Mining, Bewertung des Modells, Verarbeitung natürlicher Sprache, Vorverarbeitung von Daten, JSON, Unüberwachtes Lernen
Mittel · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Content Performance Analysis, Content Optimization, Web Analytics and SEO, Content Creation, Web Content, Search Engine Optimization, Performance Analysis, Digital Publishing, Content Marketing, Driving engagement, Content Management Systems, Web Analytics, Performance Measurement, Performance Metric, Performance Improvement, Data-Driven Marketing, Copywriting, Process Optimization, Benchmarking, Data-Driven Decision-Making
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Content Scheduling, Social Media Marketing, Social Media Analytics, Content Performance Analysis, Social Media Management, Social Media Campaigns, Social Media Content, Digital Media Strategy, Social Media Strategy, Customer Engagement, Digital Marketing, Content Optimization, Performance Analysis, Customer Communications Management, Customer Relationship Management (CRM) Software, Customer Relationship Management, Web Analytics, Marketing Communications, Analytics, Market Data
Anfänger · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Marketing Analytics, Data-Driven Marketing, Content Performance Analysis, Google Analytics, Web Analytics and SEO, Keyword Research, Customer Analysis, Web Analytics, Conversion Funnel Analysis, Marketing Effectiveness, Digital Analysis, Marketing Strategies, Search Engine Optimization, Content Optimization, Campaign Management, Marketing Automation, Data Validation, Cross-Channel Marketing, Trend Analysis, Predictive Analytics
Anfänger · Kurs · 1–3 Monate

Coursera
Kompetenzen, die Sie erwerben: Data Transformation, Data Manipulation, SAS (Software), Data Preprocessing, Debugging, SQL Server Reporting Services, Data Pipelines, Data Analysis, Data Validation, Analytics, Data Governance, Verification And Validation, Business Logic, Query Languages, Code Reusability
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Google Analytics, Web Analytics, Data Import/Export, Customer Analysis, Marketing Analytics, Customer Insights, Conversion Funnel Analysis, Analysis, Marketing
★ 4.5 (127) · Mittel · angeleitetes Projekt · Weniger als 2 Stunden

Kompetenzen, die Sie erwerben: Probability & Statistics, Statistics, Data Analysis, Statistical Analysis, Regression Analysis, Statistical Methods, Probability, Data Science, Statistical Modeling, Data-Driven Decision-Making, Bayesian Statistics, Classification And Regression Tree (CART), Statistical Machine Learning, Statistical Inference, Probability Distribution, Predictive Analytics, Applied Machine Learning, Correlation Analysis, Predictive Modeling, Data Preprocessing
★ 4.8 (11) · Mittel · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Marketo, Marketing Automation, Email Automation, Email Marketing, Conversion Funnel Analysis, Marketing Operations, Campaign Management, Style Guides, HubSpot CRM, Performance Analysis, Marketing Analytics, Brand Marketing, Compliance Auditing, Marketing Strategies, Performance Measurement, Brand Management, Customer Relationship Management, Benchmarking, Analytics, Data Import/Export
Anfänger · Kurs · 1–3 Monate

University at Buffalo
Kompetenzen, die Sie erwerben: Schlanke Methodologien, Datengestützte Entscheidungsfindung, Prozessverbesserung, Datenanalyse, Datensicherheit, Daten-Ethik, ISO 9000-Reihe, Analyse der Grundursache, Betrieb, Analytik, Schlanke Fertigung, Qualitätsverbesserung, Datenkompetenz, Qualität der Daten, Lean Six Sigma, Qualitätsmanagement-Systeme, Six Sigma-Methodik, Entscheidungsfindung, Fallstudien, Operative Exzellenz
★ 4.6 (156) · Anfänger · Kurs · 1–4 Wochen

Board Infinity
Kompetenzen, die Sie erwerben: Google Analytics, Data Storytelling, Data Presentation, Data Literacy, Marketing Analytics, Web Analytics, Data Validation, Dashboard Creation, Data-Driven Marketing, Conversion Funnel Analysis, Data-Driven Decision-Making, Predictive Analytics, Verification And Validation, Information Privacy, Data Collection
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Business Systems Analysis, Data Mining, Analytics, Enterprise Resource Planning, Systems Analysis, Financial Controls, Enterprise Application Management, Information Systems, Performance Measurement, Management Information Systems, Accounting and Finance Software, Business Analytics, Business Technologies, IT General Controls (ITGC), Data Processing, Operational Performance Management, Business Process Automation, Data Governance, Automation, Cybersecurity
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Risk Management Framework, Governance Risk Management and Compliance, Risk Modeling, Risk Analysis, Financial Analysis, Financial Market, Financial Trading, Cyber Governance, Risk Management, Bank Regulations, Financial Regulations, Financial Systems, Operational Risk, Analysis, Financial Services, Supplier Risk Management, Hedge Accounting, Performance Stress Testing, Governance, Capital Budgeting
★ 5 (21) · Anfänger · Spezialisierung · 3–6 Monate