ML-Kurse können Ihnen helfen zu lernen, wie Modelle entwickelt, trainiert und bewertet werden. Sie können Fähigkeiten in Algorithmen, Datenaufbereitung, Modelloptimierung und Analyse aufbauen. Viele Kurse stellen Python-Bibliotheken, Tools und Beispielprojekte vor.

Simplilearn
Kompetenzen, die Sie erwerben: Reinforcement Learning, Agentic systems, Artificial Intelligence, Decision Intelligence, Applied Machine Learning, Machine Learning, Supervised Learning, Unsupervised Learning, Markov Model
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Packaging and Labeling, Competitive Analysis, Presentations, Design Strategies, Adobe Illustrator, Graphic Design, Branding, Market Analysis, Digital Design, Graphic and Visual Design, Adobe Photoshop, Design Elements And Principles, Personal Development, Ideation, Process Development, Strategic Thinking, Design Research, Professional Development, Creative Thinking
Mittel · Kurs · 1–4 Wochen

Coursera
Kompetenzen, die Sie erwerben: Generative AI, LLM Application, AI Integrations, Cloud Management, Cloud Computing, Cloud API, Memory Management, Model Optimization, Package and Software Management, Python Programming, Data Persistence
Mittel · Kurs · 1–4 Wochen

University at Buffalo
Kompetenzen, die Sie erwerben: Manufacturing and Production, Production Process, Manufacturing Processes, Manufacturing Operations, Quality Control, Energy and Utilities, Operations, Workforce Development, Training Programs, Supply Chain, Environmental Issue, Electric Power Systems, Workforce Planning, Sustainable Technologies, Supply Chain Management
Anfänger · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Threat Modeling, Data Loss Prevention, Mobile Security, DevSecOps, MLOps (Machine Learning Operations), Vulnerability Scanning, Model Optimization, Incident Response, LLM Application, Hardening, Application Security, Anomaly Detection, Responsible AI, Security Controls, Data Security, CI/CD, Infrastructure Security, Continuous Monitoring, Penetration Testing, Vulnerability Assessments
Mittel · Spezialisierung · 3–6 Monate

Kompetenzen, die Sie erwerben: Web-Inhalt, Ereignisgesteuerte Programmierung, Beglaubigungen, Virtuelle Maschinen, Virtuelle Vernetzung, Cloud-Hosting, Cloud-Anwendungen, Restful API, Cloud-Bereitstellung, Microsoft SQL-Server, Serverloses Rechnen, Cloud-Infrastruktur, Netzwerk-Routing, Berechtigung (Computing), Anwendungsprogrammierschnittstelle (API), Cloud-natives Computing, Cloud-Entwicklung
Mittel · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Responsible AI, Prompt Engineering, Generative AI, Model Optimization, Risk Management Framework, Governance Risk Management and Compliance, Content Performance Analysis, Risk Management, Governance, Retrieval-Augmented Generation, Model Evaluation, Compliance Management, Data-Driven Decision-Making, Performance Analysis, Cross-Functional Team Leadership, Gap Analysis, Large Language Modeling, Performance Metric, Quality Assessment, Cost Benefit Analysis
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Recurrent Neural Networks (RNNs), Natural Language Processing, Embeddings, Hugging Face, Deep Learning, Large Language Modeling, Transfer Learning, Convolutional Neural Networks, Artificial Neural Networks, Encryption, Python Programming, Cryptography, Fine-tuning, Machine Learning Methods, Text Mining, Classification Algorithms, Applied Machine Learning, Probability Distribution, Machine Learning Algorithms, Model Training
Mittel · Spezialisierung · 3–6 Monate

Coursera
Kompetenzen, die Sie erwerben: MLOps (Machine Learning Operations), Data Pipelines, Model Evaluation, Systems Design, Transfer Learning, Data Preprocessing, Data Quality, Feature Engineering, Deep Learning, Python Programming, Data Validation, Scikit Learn (Machine Learning Library), Applied Machine Learning, Predictive Modeling, Software Engineering, Debugging, Supervised Learning, Git (Version Control System), Performance Metric, Statistical Analysis
Mittel · Spezialisierung · 1–3 Monate

Universidad de los Andes
Kompetenzen, die Sie erwerben: Computer Vision, Vision Transformer (ViT), Convolutional Neural Networks, Image Analysis, Generative AI, Deep Learning, Generative Model Architectures, Augmented and Virtual Reality (AR/VR), Augmented Reality, Artificial Intelligence and Machine Learning (AI/ML), Autoencoders, Applied Machine Learning, Unsupervised Learning, Machine Learning Methods
Auf einen Abschluss hinarbeiten
Mittel · Kurs · 1–4 Wochen

Politecnico di Milano
Kompetenzen, die Sie erwerben: Sustainable Business, Business Modeling, Corporate Sustainability, Digital Transformation, Business Architecture, Business Transformation, Environment and Resource Management, Resource Utilization, Finance, Policy Development, Emerging Technologies, Case Studies
Anfänger · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Hypertext Markup Language (HTML), Course Development, Learning Management Systems, Collaboration, Training and Development, Teamwork, Team Collaboration, Content Management
Anfänger · angeleitetes Projekt · Weniger als 2 Stunden