Deep-Learning-Kurse können Ihnen helfen zu lernen, wie neuronale Netze aufgebaut, trainiert und bewertet werden. Sie können Fähigkeiten in Modellarchitekturen, Optimierung, Datenaufbereitung und Evaluationsmethoden aufbauen. Viele Kurse stellen Frameworks und Tools vor, die das Experimentieren mit tiefen Modellen unterstützen.

Kompetenzen, die Sie erwerben: CI/CD, Jenkins, Build Tools, Kubernetes, Docker (Software), DevOps, Devops Tools, Continuous Deployment, Continuous Integration, IT Automation, Containerization, API Design, Application Deployment, Cloud Deployment, Amazon Web Services, Automation, Software Architecture, Cloud Solutions, Configuration Management, GitHub
Anfänger · Spezialisierung · 1–3 Monate

Kompetenzen, die Sie erwerben: Spiel-Design, Objektorientierte Programmierung (OOP), C# (Programmiersprache), Ereignisgesteuerte Programmierung, Entwicklung von Videospielen, Unity-Engine, Wiederverwendbarkeit von Code, Animation und Spieldesign, Benutzeroberfläche (UI), Skripting, UI-Komponenten, Animationen
Mittel · Kurs · 1–4 Wochen

University of Minnesota
Kompetenzen, die Sie erwerben: Simulations, Operations Research, Simulation and Simulation Software, Sprint Planning, Advanced Analytics, Process Mapping, Process Optimization, Project Scoping, Project Planning, Solution Design, Needs Assessment, Business Analysis, Analytics, Model Optimization, Investment Management, Business Priorities, Goal Setting, Ideation
Anfänger · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Wide Area Networks, Data Centers, Virtual Networking, Virtual Machines, Network Administration, Virtualization, Network Architecture, Virtual Private Networks (VPN), Wireless Networks, Network Monitoring, Network Performance Management, Network Troubleshooting, Software-Defined Networking, Network Security, Cloud Computing, Distributed Denial-Of-Service (DDoS) Attacks, Security Controls, Key Management, Internet Of Things, Disaster Recovery
Fortgeschritten · Kurs · 1–3 Monate

Pragmatic AI Labs
Kompetenzen, die Sie erwerben: Fine-tuning, CI/CD, Hugging Face, Continuous Deployment, Model Evaluation, Applied Machine Learning, Continuous Integration, Model Training, Transfer Learning, MLOps (Machine Learning Operations), Data Preprocessing, Model Deployment, Model Optimization, Data Pipelines, Natural Language Processing
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Fine-tuning, Vision Transformer (ViT), Model Deployment, Model Optimization, Model Training, MLOps (Machine Learning Operations), Keras (Neural Network Library), Predictive Modeling
Mittel · Kurs · 1–4 Wochen

Coursera
Kompetenzen, die Sie erwerben: Generative AI, Model Evaluation, Dashboard Creation, Dashboard, Image Quality, Embeddings, Image Analysis, Large Language Modeling, Data Visualization, Continuous Monitoring
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Authentications, Hardening, DevSecOps, Key Management, Data Security, Cloud Security, Security Management, Security Controls, Encryption, Identity and Access Management, Server Administration, System Configuration, Data Storage, Database Management
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Docker (Software), CI/CD, Model Deployment, Cloud Deployment, Continuous Deployment, Application Performance Management, Continuous Integration, Google App Engine, Model Training, Site Reliability Engineering
Mittel · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Feature Engineering, Responsible AI, Model Evaluation, Model Deployment, Technical Communication, Data Preprocessing, Data Transformation, Stakeholder Communications, Performance Analysis, Data Wrangling, Data Cleansing, Predictive Modeling, Machine Learning, Embeddings, Artificial Intelligence, Report Writing, Decision Support Systems, Scikit Learn (Machine Learning Library), Pandas (Python Package)
Mittel · Kurs · 1–4 Wochen

Special Competitive Studies Project
Kompetenzen, die Sie erwerben: Risk Analysis
Anfänger · Kurs · 1–4 Wochen

University of Arizona
Kompetenzen, die Sie erwerben: Brand Strategy, Brand Marketing, Branding, Marketing Communications, Brand Management, Brand Awareness, Marketing Effectiveness, Advertising, Marketing, Marketing Strategies, Strategic Marketing, Brand Loyalty, Social Media Marketing, Online Advertising, Direct Marketing, Product Marketing, Marketing Strategy and Techniques, Digital Advertising, Advertising Campaigns, Digital Marketing
Anfänger · Kurs · 1–3 Monate