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: API Design, MLOps (Machine Learning Operations), Restful API, Fine-tuning, OAuth, Model Deployment, Technical Communication, Model Training, Model Evaluation, Transfer Learning, Vision Transformer (ViT), Model Optimization, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Software, Solution Architecture, Machine Learning, Data Architecture, Machine Learning Algorithms, Data Science
Mittel · Kurs · 3–6 Monate

Kompetenzen, die Sie erwerben: 3D Modeling, Unreal Engine, 3D Assets, Animation and Game Design, Animations, Computer Graphics, Visualization (Computer Graphics), Video Game Development, Image Quality, Model Optimization, Data Import/Export
Mittel · Kurs · 3–6 Monate

Kompetenzen, die Sie erwerben: Datenvorverarbeitung, Explorative Datenanalyse, Datenumwandlung, Datenanalyse, Vorverarbeitung von Daten, Modellevaluation, Angewandtes maschinelles Lernen, Bewertung des Modells, Regressionsanalyse, Feature Technik, Modell Ausbildung, Überwachtes Lernen, Prädiktive Analytik, Korrelationsanalyse, Prädiktive Modellierung, Technische Merkmale, Statistische Modellierung, Bereinigung von Daten
Gemischt · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: API Gateway, Amazon CloudWatch, API Design, Amazon Web Services, Cloud-Based Integration, Microservices, Event-Driven Programming, Cloud Deployment, Data Validation
Anfänger · Kurs · 1–4 Wochen

Google Cloud
Kompetenzen, die Sie erwerben: Google Cloud Platform, Generative AI, Generative AI Agents, MLOps (Machine Learning Operations), Cloud Infrastructure, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, AI Workflows, Model Training, Agentic systems, Machine Learning, Artificial Intelligence, Model Deployment, Data Preprocessing, No-Code Development
Anfänger · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Model Evaluation, Regression Analysis, Statistical Methods, Model Training, Data Visualization, Statistical Modeling, Plot (Graphics), Feature Engineering, Model Optimization, Predictive Modeling, Data Analysis, R Programming, Supervised Learning, Correlation Analysis, Probability & Statistics, Verification And Validation
Gemischt · Kurs · 1–4 Wochen

Logical Operations
Kompetenzen, die Sie erwerben: Jupyter, Software Installation, System Configuration, Package and Software Management, Virtual Machines, Data Science, Pandas (Python Package), Data Processing, NumPy, Computer Programming Tools, Virtualization and Virtual Machines, Matplotlib, Data Analysis, Python Programming, Seaborn, Software Development, Computer Programming
Gemischt · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: OAuth, Microservices, Spring Framework, Spring Boot, Containerization, Application Deployment, Apache Kafka, Software Testing, Data Store, Object-Relational Mapping, Docker (Software), Kubernetes, Unit Testing, Authentications, Integration Testing, Data Access, Software Architecture, Restful API, Java Programming, Java
Mittel · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Code Reusability, Functional Design, Memory Management, Software Documentation
Mittel · Kurs · 3–6 Monate
Coursera
Kompetenzen, die Sie erwerben: Extract, Transform, Load, Data Pipelines, Dataflow, Data Transformation, Data Wrangling, Data Integration, Databases, Data Processing, AI Workflows, AI Integrations, Database Management, Business Workflow Analysis, Performance Tuning, Process Design, Data Validation, Apache, Design
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Model Deployment, Decision Intelligence, Model Evaluation, Model Optimization, Data-Driven Decision-Making, Applied Machine Learning, A/B Testing, Statistical Machine Learning, Machine Learning Methods, Predictive Modeling, Machine Learning, Predictive Analytics, Statistical Hypothesis Testing, Statistical Methods, Machine Learning Algorithms, Performance Analysis, Statistical Analysis, Regulatory Requirements
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Lean Methodologies, Process Optimization, Data-Driven Decision-Making, Kaizen Methodology, Process Improvement, Process Improvement and Optimization, Workflow Management, Operational Efficiency, Scaled Agile Framework, Process Mapping, Agile Methodology, Organizational Effectiveness, Business Transformation, Agile Product Development, Continuous Improvement Process, Agile Project Management, Customer experience improvement
Mittel · Kurs · 1–3 Monate