MLOps-Kurse können Ihnen helfen zu verstehen, wie Modelle bereitgestellt, überwacht und skaliert werden. Sie können Fähigkeiten in Automatisierung, Pipeline-Aufbau, Modelltracking und Infrastruktur aufbauen. Viele Kurse stellen Werkzeuge und Workflows vor, die den úbergang von Modellen in produktive Umgebungen unterstützen.

Pragmatic AI Labs
Kompetenzen, die Sie erwerben: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, Prompt Engineering Tools, Generative AI Agents, LLM Application, OpenAI, Claude Code, Anthropic Claude, Rust (Programming Language), Databricks, Embeddings, MLOps (Machine Learning Operations), Vector Databases, Data Architecture, DevOps, Python Programming, Software Architecture, Scala Programming, Governance
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Google Cloud Platform, Tensorflow, Unstructured Data, MLOps (Machine Learning Operations), Applied Machine Learning, Model Deployment, Data Pipelines, Model Training, Jupyter, Big Data, Machine Learning, Data Processing, Analytics, Model Evaluation, Artificial Intelligence
Mittel · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Google Cloud Platform, Unstructured Data, Tensorflow, MLOps (Machine Learning Operations), Model Deployment, Applied Machine Learning, Jupyter, Transfer Learning, Model Training, Data Pipelines, Machine Learning, Artificial Intelligence
Mittel · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Model Optimization, Cloud Security, Stakeholder Communications, Stakeholder Management, Stakeholder Engagement, Risking, Data Ethics, Data Governance, Data Security, Enterprise Architecture, Dashboard Creation, Executive Presence, Security Architecture Review, Professional Development, Data Management, Software Architecture, Application Deployment, Continuous Deployment, Incident Management, IT Automation
Mittel · Berufsbezogenes Zertifikat · 3–6 Monate

Google Cloud
Kompetenzen, die Sie erwerben: Maschinelles Lernen, Modell Ausbildung, Aufdeckung von Betrug, Angewandtes maschinelles Lernen, Daten in Echtzeit, MLOps (Operationen für maschinelles Lernen), Datenanalyse, Datenspeicher, Bewertung des Modells, Data Warehousing, Explorative Datenanalyse, Feature Technik, Modell-Einsatz, Modellevaluation, Technische Merkmale, Jupyter
Anfänger · Projekt · Weniger als 2 Stunden

Kompetenzen, die Sie erwerben: Object Oriented Programming (OOP), Statistical Machine Learning, Object Oriented Design, Machine Learning Methods, Plot (Graphics), Data Visualization, Seaborn, Flask (Web Framework), Web Development, Computer Programming, Artificial Intelligence and Machine Learning (AI/ML), Programming Principles, Web Applications, Statistical Methods, Data Analysis Software, Back-End Web Development, Pandas (Python Package), Probability & Statistics, Application Development, Data Manipulation
Mittel · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Model Evaluation, Data Preprocessing, JUnit, Model Training, Build Tools, MLOps (Machine Learning Operations), Java, Performance Tuning, Decision Tree Learning, Classification And Regression Tree (CART), Apache Maven, Data Structures, Random Forest Algorithm, Gradle, Data Pipelines, Software Architecture, Software Design, Object Oriented Programming (OOP), Apache, Machine Learning
Mittel · Spezialisierung · 3–6 Monate

Universidad Austral
Kompetenzen, die Sie erwerben: Natural Language Processing, MLOps (Machine Learning Operations), Application Lifecycle Management, Systems Architecture, Application Development, Algorithms, Software Architecture, Model Evaluation, Machine Learning Algorithms, Software Development Life Cycle, Model Deployment
Anfänger · Kurs · 1–4 Wochen

Google Cloud
Kompetenzen, die Sie erwerben: Google Cloud Platform, MLOps (Machine Learning Operations), Model Deployment, Model Training, Tensorflow, Data Validation, AI Workflows, Model Optimization, Applied Machine Learning, Systems Architecture, Machine Learning, Distributed Computing, Performance Tuning, Scalability, Hybrid Cloud Computing, Dependency Analysis, Data Processing, Debugging
Fortgeschritten · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Model Optimization, Model Training, Model Deployment, Cloud Deployment, Amazon Elastic Compute Cloud, Model Evaluation, Classification Algorithms, Continuous Deployment, Continuous Integration, Predictive Modeling, Debugging
Mittel · Kurs · 1–4 Wochen

Google Cloud
Kompetenzen, die Sie erwerben: Maschinelles Lernen, Modell Ausbildung, Angewandtes maschinelles Lernen, MLOps (Operationen für maschinelles Lernen), Google Cloud-Plattform, Tensorflow, Apache Airflow, Modell-Einsatz, Cloud Computing, Daten-Pipelines
Anfänger · Projekt · Weniger als 2 Stunden

Edureka
Kompetenzen, die Sie erwerben: AI Security, Responsible AI, Incident Response, Computer Security Incident Management, Threat Modeling, Cybersecurity, Security Testing, MLOps (Machine Learning Operations), Security Strategy, DevSecOps, Identity and Access Management, Cloud Security, Vulnerability Assessments, Hardening, Threat Detection, Artificial Intelligence, Model Deployment, Penetration Testing, Machine Learning, Anomaly Detection
Mittel · Kurs · 1–4 Wochen