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.

Kompetenzen, die Sie erwerben: LLM Application, OpenAI API, ChatGPT, Responsible AI, Retrieval-Augmented Generation, Large Language Modeling, Generative AI, Generative Model Architectures, Fine-tuning, OpenAI, Generative AI Agents, Natural Language Processing, Token Optimization, AI Security, AI Workflows, Embeddings, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Computer Vision
Mittel · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Kubernetes, Data Persistence, Multi-Cloud, Cloud-Native Computing, Prometheus (Software), Cloud Management, Cloud Platforms, Cloud Hosting, Application Deployment, Containerization, Cloud Storage, Data Storage Technologies, Data Storage, Amazon Web Services, DevOps, Microsoft Azure, Azure DevOps, Application Lifecycle Management, Configuration Management, Scalability
Mittel · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Supervised Learning, Model Optimization, PyTorch (Machine Learning Library), Fine-tuning, Generative Model Architectures, Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Generative AI, Deep Learning, Model Training, Applied Machine Learning, Statistical Machine Learning, Classification And Regression Tree (CART), Autoencoders, Machine Learning Methods, Machine Learning Software, Machine Learning, MLOps (Machine Learning Operations), Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML)
Mittel · Spezialisierung · 3–6 Monate

Kompetenzen, die Sie erwerben: Cloud-Native Computing, Cloud Computing Architecture, Application Deployment, CI/CD, Cloud Applications, Cloud Platforms, Software Architecture, Azure DevOps, ASP.NET, .NET Framework, Containerization, Docker (Software), Continuous Integration, Microsoft Azure, Cloud Infrastructure, Platform As A Service (PaaS), Continuous Deployment, Distributed Computing, GitHub, Data Management
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Azure DevOps, Agile Methodology, DevOps, Scrum (Software Development), Backlogs, Sprint Planning, User Story, Agile Project Management, Devops Tools, Dashboard Creation, Dashboard, Microsoft Azure, Microsoft Teams, Project Management Software, Kanban Principles, Software Development Life Cycle, Project Management Life Cycle, Project Management, Stakeholder Management, Team Collaboration
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Course Development, Public Speaking, Verbal Communication Skills, Constructive Feedback, Education and Training, Teaching, Train The Trainer, Classroom Management, Educational Materials, Instructional Design, Communication, Executive Presence, Communication Strategies, Digital pedagogy, Content Creation, Virtual Environment, Information Architecture, Learning Strategies, Overcoming Obstacles, Digital Transformation
Anfänger · Kurs · 1–3 Monate

Pearson
Kompetenzen, die Sie erwerben: Clinical Psychology, Mental Health Diseases and Disorders, Human Development, Mental Health, Psychology, Sensory Systems Analysis, Problem Solving, Self-Awareness, Psychotherapy, Learning Strategies, Decision Making, Stress Management, Mental Health Therapies, Human Learning, Child Development, Personal Development, Learning Theory, Social Sciences, Sociology, Scientific Methods
Anfänger · Spezialisierung · 1–3 Monate

University of Glasgow
Kompetenzen, die Sie erwerben: LLM Application, Model Optimization, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, Operations Research, Combinatorics, Mathematical Modeling, System Configuration, Algorithms, Performance Tuning, Performance Analysis, Data Visualization
Mittel · Kurs · 1–4 Wochen

Microsoft
Kompetenzen, die Sie erwerben: AI Security, Responsible AI, General Data Protection Regulation (GDPR), Personally Identifiable Information, Data Governance, Cyber Governance, Information Privacy, Cloud Security, MLOps (Machine Learning Operations), Security Architecture Review, Vulnerability Assessments, Regulatory Compliance, Law, Regulation, and Compliance, Audit Working Papers, Threat Modeling, Record Keeping, Vulnerability Management, AI literacy, Hardening, Security Testing
Mittel · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Microsoft Azure, Data Lakes, Microsoft Power Platform, Data Governance, Data Quality, Data Dictionary, Metadata Management, Data Architecture, Data Management, Data Integration, Microsoft SQL Servers, Authorization (Computing), Taxonomy, Identity and Access Management, Data Access, Data Sharing, Role-Based Access Control (RBAC)
Mittel · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Team Performance Management, Team Management, Teamwork, Team Building, People Management, Behavior Management, Team Leadership, Management Training And Development, Team Motivation, Staff Management, Collaboration, Behavioral Management, Cooperation, Conflict Management, Culture, Influencing, Industrial and Organizational Psychology, Employee Performance Management, Interpersonal Communications, Human Learning
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: AI Workflows, AI Orchestration, Agentic systems, Agentic Workflows, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Enterprise Architecture, Software Architecture, Systems Architecture, AI Security, Software Design Patterns, Artificial Intelligence, Retrieval-Augmented Generation, LangChain, Context Management, Authentications, Authorization (Computing), Prompt Engineering Tools
Mittel · Kurs · 1–3 Monate