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: Model Deployment, MLOps (Machine Learning Operations), Microservices, Containerization, Application Deployment, Service Level, Debugging, Unit Testing, Software Testing, System Monitoring, Continuous Deployment, Docker (Software), Software Architecture, Kubernetes, Software Design, Restful API, Systems Architecture, Cloud Computing Architecture, Application Performance Management, Continuous Monitoring
Mittel · Kurs · 1–3 Monate

Microsoft
Kompetenzen, die Sie erwerben: Generative AI, Generative Model Architectures, MLOps (Machine Learning Operations), Generative Adversarial Networks (GANs), Model Deployment, Model Evaluation, Microsoft Azure, Model Training, PyTorch (Machine Learning Library), Deep Learning, Time Series Analysis and Forecasting, Tensorflow, Image Analysis, Forecasting, Prototyping
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: NumPy, Pandas (Python Package), Analytics, Plot (Graphics), Model Evaluation, Statistical Visualization, Jupyter, Data Analysis, Applied Machine Learning, Analytical Skills, Numerical Analysis, Model Training, Data Manipulation, Exploratory Data Analysis, Advanced Analytics, Data Wrangling, Python Programming, Descriptive Statistics, Linear Algebra, Data Import/Export
Anfänger · Kurs · 1–3 Monate

Google Cloud
Kompetenzen, die Sie erwerben: Model Training, Google Cloud Platform, Data Processing, Document Management, MLOps (Machine Learning Operations)
Mittel · Projekt · Weniger als 2 Stunden

Alberta Machine Intelligence Institute
Kompetenzen, die Sie erwerben: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Vision Transformer (ViT), AI powered creativity, Autoencoders, Convolutional Neural Networks, Model Training, Responsible AI, Computer Vision, Music, Digital Signal Processing
Gemischt · Kurs · 1–4 Wochen

Google Cloud
Kompetenzen, die Sie erwerben: Natural Language Processing, Large Language Modeling, Transfer Learning, Generative Model Architectures, LLM Application
Fortgeschritten · Kurs · 1–4 Wochen

AI CERTs
Kompetenzen, die Sie erwerben: Anomaly Detection, Forecasting, Business Intelligence, Operational Performance Management, Data Literacy, Business Reporting, Operational Analysis, Operational Efficiency, Business Analytics, Advanced Analytics, Data Preprocessing, Predictive Analytics, Financial Forecasting, AI Enablement, Information Privacy, Data Collection
Mittel · Kurs · 1–3 Monate

Northeastern University
Kompetenzen, die Sie erwerben: Pharmaceuticals, Managed Care, Health Systems, Healthcare Industry Knowledge, Medicaid, Medicare, Health Care, Payment Systems, Drug Development, Health Policy, Public Health, Value-Based Care, Health Care Procedure and Regulation, Policy Analysis, Community Health, Tax Laws
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Amazon Webdienste, DevOps, Git (Versionskontrollsystem), CI/CD, Cloud-natives Computing, Kontinuierliche Lieferung, Amazon Web Services, Anwendungsprogrammierschnittstelle (API), Daten in Echtzeit, Devops-Werkzeuge, Interaktive Datenvisualisierung, Entwicklungsumgebung, Kontinuierliche Bereitstellung, Datenbank-Entwicklung, Bereitstellung von Anwendungen, Persistenz der Daten, Kontinuierliche Integration, Software-Entwicklungstools, Cloud-Anwendungen, Versionskontrolle, Cloud-Bereitstellung
Gemischt · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: 3D Assets, 3D Modeling, Computer Graphics, Adobe Photoshop, Autodesk, Animation and Game Design, Computer Graphic Techniques, Data Import/Export
Gemischt · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Work Breakdown Structure, Timelines, Jira (Software), Project Schedules, Dependency Analysis, Scheduling, Planning, Project Planning, Project Management, Issue Tracking, User Story, Capacity Planning, Risk Analysis, Resource Allocation, Capacity Management, Communication Strategies
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Microsoft Azure, User Provisioning, Cloud Security, Azure Active Directory, Data Governance, DevSecOps, Data Management, IT Security Architecture, Security Information and Event Management (SIEM), Identity and Access Management, Microsoft 365, Endpoint Security, Zero Trust Network Access, Role-Based Access Control (RBAC), Multi-Factor Authentication, Authorization (Computing), Hybrid Cloud Computing, Microsoft Copilot, Encryption, Authentications
Fortgeschritten · Spezialisierung · 1–3 Monate