Marketing-Analytics-Kurse können Ihnen helfen zu verstehen, wie Daten genutzt werden, um Kampagnen zu bewerten und Entscheidungen zu treffen. Sie können Fähigkeiten in Tracking, Kennzahlen, Segmentierung und Analysewerkzeugen aufbauen. Viele Kurse nutzen Beispiele und Dashboards, um Ergebnisse sichtbar zu machen.

AI CERTs
Kompetenzen, die Sie erwerben: Responsible AI, AI Personalization, Education Software and Technology, Generative AI Agents, Developing Training Materials, AI Enablement, Workforce Development, Artificial Intelligence and Machine Learning (AI/ML), Performance Analysis, Learning Management Systems, Generative AI, Instructional Design, AI literacy, HR Tech, Learning Styles, Content Creation, Learning Theory, Human Learning, Learning Strategies, Childhood Education and Development
Anfänger · Kurs · 1–3 Monate

University of Colorado Boulder
Kompetenzen, die Sie erwerben: Social Media Strategy, Social Media, Social Media Content, Media Planning, Social Media Marketing, Media Strategy, Social Media Management, Strategic Communication, Paid media, Content Strategy, Digital Media Strategy, Earned Media, Owned Media, Content Marketing, Brand Strategy, Content Performance Analysis, Driving engagement, Social Media Analytics, Content Creation, Brand Management
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Dashboard Creation, Power BI, Data Modeling, Analytical Skills, Data Visualization, Data Presentation, Analysis, Spatial Data Analysis, Data Integration, Datamaps, Data Wrangling, Business Reporting, Business Intelligence Software, Data Management, Spreadsheet Software, Storytelling, Management Reporting, Business Analytics, Analytics, Visualization (Computer Graphics)
Anfänger · Spezialisierung · 3–6 Monate

Kompetenzen, die Sie erwerben: Electrical Systems, Automation Engineering, Electrical Equipment, Hydraulics, Machine Controls, Control Systems, Mechanical Engineering, Real Time Data, Internet Of Things, Automation, Industrial Engineering, Robotics, Hardware Troubleshooting, Manufacturing Processes, Sustainable Technologies, Maintenance, Repair, and Facility Services, Production Process, Emerging Technologies, Manufacturing Operations
Mittel · Kurs · 1–4 Wochen

University of California San Diego
Kompetenzen, die Sie erwerben: Flask (Web-Framework), Modell-Einsatz, AI-Personalisierung, Vorverarbeitung von Daten, Web-Frameworks, Maschinelles Lernen, Modell-Optimierung, Bereinigung von Daten, Modellevaluation, MLOps (Operationen für maschinelles Lernen), Django (Web-Framework), Web-Anwendungen, Datenvorverarbeitung, Prädiktive Modellierung, Algorithmen für maschinelles Lernen, Bewertung des Modells, Python-Programmierung, Datenmanipulation, Angewandtes maschinelles Lernen
Gemischt · Kurs · 1–3 Monate

Simplilearn
Kompetenzen, die Sie erwerben: Supervised Learning, Data Modeling, Unsupervised Learning, Applied Machine Learning, Data Analysis, Recurrent Neural Networks (RNNs), Model Deployment, Reinforcement Learning, Artificial Intelligence, Classification Algorithms, Tensorflow, Machine Learning Algorithms, Keras (Neural Network Library), Artificial Neural Networks, Machine Learning Methods, Deep Learning, Predictive Modeling, Machine Learning, Decision Tree Learning, Regression Analysis
Anfänger · Spezialisierung · 1–3 Monate

University of California, Irvine
Kompetenzen, die Sie erwerben: Data Mining, Business Intelligence, Datenarchitektur, Datenbanken, Data Warehousing, Datengestützte Entscheidungsfindung, Überwachtes Lernen, Datenmodellierung, Stern-Schema, Auszug, Business-Analytik, Schneeflocken-Schema, Methoden des maschinellen Lernens, Cloud Computing, Klassifizierungsalgorithmen, Prädiktive Modellierung, Unüberwachtes Lernen
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Feature Engineering, Tensorflow, Model Optimization, Google Cloud Platform, Model Deployment, Data Preprocessing, Keras (Neural Network Library), Data Strategy, Business Metrics, Cloud Deployment, Model Training, Embeddings, Machine Learning, Machine Learning Methods, Analytics, Applied Machine Learning, AI Product Strategy, Responsible AI, Dataflow, Model Evaluation
Mittel · Spezialisierung · 3–6 Monate

Kompetenzen, die Sie erwerben: Content Management Systems, Web Content, Content Management, Web Presence, No-Code Development, Web Design and Development, Content Creation
Anfänger · angeleitetes Projekt · Weniger als 2 Stunden
Kennesaw State University
Kompetenzen, die Sie erwerben: Customer Retention, Loyalty Programs, Brand Loyalty, Customer Advocacy, Customer Insights, Customer experience strategy (CX), Customer Engagement, Customer Relationship Management, Customer Analysis, Value Propositions, Innovation, Organizational Change, Cost Accounting, Organizational Structure, Strategic Marketing, Consumer Behaviour, Culture Transformation, Market Share
Anfänger · Kurs · 1–4 Wochen

Illinois Tech
Kompetenzen, die Sie erwerben: Time Series Analysis and Forecasting, R (Software), Statistical Analysis, Statistical Software, Forecasting, Statistical Programming, Statistical Modeling, Data Analysis, Statistical Methods, Statistical Reporting, Predictive Modeling, Correlation Analysis, Exploratory Data Analysis, Statistical Visualization, Data Presentation, Probability & Statistics, Model Evaluation, Statistical Hypothesis Testing, Data Transformation
Mittel · Kurs · 1–3 Monate

University of Colorado Boulder
Kompetenzen, die Sie erwerben: Brand Strategy, Market Research, Branding, Target Audience, Target Market, Social Media, Driving engagement, Social Media Marketing, Competitive Analysis, Web Presence, Market Analysis, Marketing, Brand Management, Customer Engagement, Drive Engagement, Social Media Strategy, Integrated Marketing Communications, Newsletters, Performing Arts, Entrepreneurship
Mittel · Kurs · 1–4 Wochen