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.

Google Cloud
Kompetenzen, die Sie erwerben: Maschinelles Lernen, Abhängigkeitsanalyse, Leistungsoptimierung, Google Cloud-Plattform, Modell-Optimierung, Modell Ausbildung, Modell-Einsatz, Tensorflow, Verteiltes Rechnen, Entwurf von Systemen, MLOps (Operationen für maschinelles Lernen), Daten-Pipelines, Hybrides Cloud-Computing
★ 4.6 (1034) · Fortgeschritten · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Model Deployment, AWS SageMaker, Amazon Bedrock, MLOps (Machine Learning Operations), Amazon Web Services, Cloud Deployment, Data Preprocessing, Model Evaluation, Amazon S3, Generative AI, Data Storage, Generative Model Architectures, Data Storage Technologies, Model Training, Feature Engineering, Exploratory Data Analysis, Applied Machine Learning, Machine Learning, Amazon Redshift, Cloud Engineering
Mittel · Kurs · 1–3 Monate

Edge Impulse
Kompetenzen, die Sie erwerben: Computer Vision, Convolutional Neural Networks, Applied Machine Learning, Embedded Software, Model Training, Machine Learning Methods, Embedded Systems, MLOps (Machine Learning Operations), Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, Responsible AI, Data Collection, Predictive Modeling, Artificial Intelligence, Model Optimization, AI literacy, AI Product Strategy, Prototyping, Product Development
★ 4.8 (896) · Mittel · Spezialisierung · 1–3 Monate

Google Cloud
Kompetenzen, die Sie erwerben: Model Deployment, Model Optimization, Convolutional Neural Networks, Google Cloud Platform, Natural Language Processing, Tensorflow, MLOps (Machine Learning Operations), Large Language Modeling, Reinforcement Learning, Model Training, Transfer Learning, Computer Vision, Keras (Neural Network Library), Systems Design, Applied Machine Learning, Image Analysis, AI Personalization, Cloud Deployment, Recurrent Neural Networks (RNNs), Machine Learning
★ 4.5 (1546) · Fortgeschritten · Spezialisierung · 3–6 Monate

Board Infinity
Kompetenzen, die Sie erwerben: AI Security, AI Orchestration, MLOps (Machine Learning Operations), Model Deployment, Vulnerability Assessments, AI Workflows, Governance Risk Management and Compliance, Retrieval-Augmented Generation, Responsible AI, Compliance Auditing, LLM Application, Personally Identifiable Information, Regulatory Compliance, Regulatory Requirements, Application Deployment, Generative Model Architectures, Decision Intelligence, Model Training, Cloud Deployment, Artificial Intelligence
Mittel · Spezialisierung · 1–3 Monate

Neal Davis
Kompetenzen, die Sie erwerben: Prompt Engineering, Responsible AI, Model Evaluation, Generative Model Architectures, Model Deployment, Generative AI, Model Training, MLOps (Machine Learning Operations), AWS SageMaker, Amazon Web Services, Data Governance, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, AI literacy, Large Language Modeling, Data Ethics, Taxonomy, Natural Language Processing
Anfänger · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Technical Documentation, Solution Architecture, Model Deployment, Software Documentation, AI Integrations, MLOps (Machine Learning Operations), AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Systems Architecture, Cloud Computing Architecture, Systems Development Life Cycle, Software Design Documents, Data Architecture, Data Integration, Systems Design, Functional Specification, Data Pipelines, Scalability
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Model Deployment, Google Cloud Platform, Data Lakes, Data Pipelines, Dataflow, Extract, Transform, Load, Data Architecture, Tensorflow, Big Data, Data Warehousing, Apache Spark, MLOps (Machine Learning Operations), Real Time Data, Data Processing, Data Integration, Unstructured Data, Dashboard Creation, Data Security, Applied Machine Learning, Data Quality
★ 4.7 (815) · Mittel · Spezialisierung · 3–6 Monate

Amazon Web Services
Kompetenzen, die Sie erwerben: Responsible AI, Generative AI, Generative AI Agents, Prompt Engineering, Amazon Bedrock, Data Ethics, AWS SageMaker, AI Workflows, Agentic systems, AI Product Strategy, Agentic Workflows, Amazon Web Services, AI Integrations, LLM Application, AI Orchestration, MLOps (Machine Learning Operations), Application Programming Interface (API), Application Development, Solution Architecture, Data Management
★ 4.6 (122) · Anfänger · Berufsbezogenes Zertifikat · 1–3 Monate

Google Cloud
Kompetenzen, die Sie erwerben: Maschinelles Lernen, Google Cloud-Plattform, Methoden des maschinellen Lernens, Cloud Computing, Modell-Optimierung, Modell Ausbildung, Datenmanagement, Datenverwaltung, Modell-Einsatz, Datenspeicher, Tensorflow, Prädiktive Modellierung, Angewandtes maschinelles Lernen, Datenvorverarbeitung, Vorverarbeitung von Daten, AI-Arbeitsabläufe, Software für maschinelles Lernen, Daten-Governance, Arbeitsablauf-Management, MLOps (Operationen für maschinelles Lernen), Daten-Pipelines
★ 4.6 (1494) · Mittel · Kurs · 1–3 Monate

Google Cloud
Kompetenzen, die Sie erwerben: Model Deployment, Google Cloud Platform, Cloud Deployment, Cloud Infrastructure, Hardware Architecture, Model Optimization, Infrastructure Architecture, AI Workflows, Cloud Computing Architecture, Computer Hardware, Computer Architecture, MLOps (Machine Learning Operations), Model Training, Cloud Platforms, Computing Platforms, Performance Tuning, Interoperability, Artificial Intelligence, Product Demonstration, Systems Architecture
★ 4.3 (25) · Mittel · Spezialisierung · 1–3 Monate

Google Cloud
Kompetenzen, die Sie erwerben: Google Cloud Platform, Data Lakes, Data Pipelines, Dataflow, Model Deployment, Data Processing, Systems Design, Extract, Transform, Load, Tensorflow, Data Architecture, Apache Spark, Big Data, Data Warehousing, Data Infrastructure, MLOps (Machine Learning Operations), Real Time Data, Data Integration, Data Security, Data Quality, Apache Hadoop
★ 4.7 (817) · Mittel · Spezialisierung · 3–6 Monate