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: Data Pipelines, Google Cloud Platform, Data Sharing, Apache Airflow, Data Processing, Metadata Management, Data Infrastructure, Extract, Transform, Load, Data Migration, Data Lakes, Big Data, IT Automation, Cloud Storage, Data Import/Export, Data Transformation, Serverless Computing, Event-Driven Programming
Anfänger · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Big Data, Model Training, Applied Machine Learning, Google Cloud Platform, Data Analysis, Machine Learning Methods, Query Languages, Machine Learning Software
Anfänger · Kurs · 1–4 Wochen
University of Colorado Boulder
Kompetenzen, die Sie erwerben: Model Evaluation, Data Mining, Supervised Learning, Unsupervised Learning, Service Level, Dimensionality Reduction, Deep Learning, Statistical Modeling, Probability, Applied Machine Learning, Anomaly Detection, Machine Learning Algorithms, Statistical Inference, Statistical Hypothesis Testing, Statistical Machine Learning, Model Training, Data Warehousing, Performance Testing, Bash (Scripting Language), Data Science
Abschlusszertifikat · 6–12 Monate
Universidad de los Andes
Kompetenzen, die Sie erwerben: Social Network Analysis, Systems Thinking, Unsupervised Learning, Reinforcement Learning, Deep Learning, Financial Statement Analysis, Data Storytelling, Computer Vision, Natural Language Processing, Risk Analysis, Predictive Modeling, Project Management Life Cycle, Time Series Analysis and Forecasting, MLOps (Machine Learning Operations), Marketing Analytics, Logistic Regression, Environmental Management Systems, Descriptive Analytics, Executive Presence, Simulations
Abschluss · 1–4 Jahre

Birla Institute of Technology & Science, Pilani
Kompetenzen, die Sie erwerben: Natural Language Processing, Large Language Modeling, Embeddings, Text Mining, Data Preprocessing, LLM Application, Semantic Web, Artificial Neural Networks, ChatGPT, Artificial Intelligence, Generative AI, Data Processing, Deep Learning, Model Training, Model Evaluation, Dependency Analysis
Mittel · Kurs · 1–3 Monate

Google Cloud
Kompetenzen, die Sie erwerben: Looker (Software), Data Cleansing, Data Transformation, SQL, Big Data, Query Languages, Data Integrity, Extract, Transform, Load, Data Warehousing, Data Pipelines, Data Analysis, Dashboard Creation, Dashboard, Google Sheets, Data Import/Export, Data Visualization Software, Google Cloud Platform
Mittel · Kurs · 1–3 Monate

Pontificia Universidad Católica de Chile
Kompetenzen, die Sie erwerben: Epidemiology, Diagnostic Tests, Descriptive Analytics, Business Analytics, Biostatistics, Gerontology, Social Determinants Of Health, Health Disparities, Public Health and Disease Prevention, Public Key Infrastructure, Healthcare Ethics, Health Policy, Digital Transformation, Team Leadership, Occupational Health, Telehealth, Object Oriented Programming (OOP), Program Evaluation, Policy Analysis, Health Systems
MasterTrack · 6–12 Monate

Universidad de los Andes
Kompetenzen, die Sie erwerben: Design Thinking, Reinforcement Learning, Conflict Management, Organizational Strategy, Deep Learning, Engineering Management, Technology Strategies, Systems Thinking, Project Management, Feasibility Studies, Classification Algorithms, Infrastructure Security, Financial Statements, Environmental Social And Corporate Governance (ESG), Logistic Regression, Agile Software Development, Environmental Management Systems, Responsible AI, Product Development, Asset Management
Abschluss · 1–4 Jahre

University of Huddersfield
Kompetenzen, die Sie erwerben: Integrated Marketing Communications, Research Methodologies, Strategic Decision-Making, Scope Management, Negotiation, Leadership Studies, Stakeholder Management, Earned Value Management, Intercultural Competence, Organizational Leadership, Research Design, Project Controls, Project Schedules, Research, Cost Management, Project Management, Data Analysis, Risk Management, Project Scoping, Institutional Review Board (IRB)
Abschluss · 1–4 Jahre
Universidad de los Andes
Kompetenzen, die Sie erwerben: User Story, Continuous Integration, Unified Modeling Language, Test Automation, CI/CD, Test Driven Development (TDD), Version Control, Agile Project Management, Software Testing, Software Architecture, Usability, Agile Software Development, Agile Methodology, Maintainability, Test Data, Test Script Development, JavaScript Frameworks, Software Design, Software Design Patterns, Test Planning
MasterTrack · 6–12 Monate
University of Colorado Boulder
Kompetenzen, die Sie erwerben: Machine Learning Algorithms, Real-Time Operating Systems, Big Data, User Research, User Experience Design, User Experience, Power Electronics, User Interface and User Experience (UI/UX) Design, Usability, Verification And Validation, UI/UX Research, UI/UX Strategy, Data Preprocessing, Control Systems, Embedded Software, Internet Of Things, Machine Controls, User Interface (UI), Engineering, Scientific, and Technical Instruments, Embedded Systems
Abschlusszertifikat · 6–12 Monate

Ball State University
Kompetenzen, die Sie erwerben: Data Ethics, Full-Stack Web Development, Graph Theory, Machine Learning Algorithms, Supervised Learning, File Systems, SQL, Software Engineering, Data Visualization, Statistical Methods, Theoretical Computer Science, Cryptography, Object Oriented Programming (OOP), SAS (Software), Statistical Hypothesis Testing, Text Mining, Artificial Intelligence, Predictive Modeling, Data Science, Natural Language Processing
Abschluss · 1–4 Jahre