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.

Institut Mines-Télécom
Kompetenzen, die Sie erwerben: Intercultural Competence, Cultural Sensitivity, Cultural Diversity, Diversity Awareness, Mediation, Multilingualism, Active Listening, Cognitive flexibility, Storytelling, Culture, Language Learning, Journals, Empathy, European History, Creativity, Content Creation
Anfänger · Kurs · 3–6 Monate

Kompetenzen, die Sie erwerben: Data Visualization, C and C++, Computer Graphic Techniques, Graphing, Data Presentation
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: AI Product Strategy, AI Personalization, Product Management, Commercialization, Model Training, Technical Product Management, Product Lifecycle Management, Design and Product, Model Deployment, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Product Strategy, User Interface and User Experience (UI/UX) Design, Product Design, Infrastructure Architecture, Responsible AI, AI literacy, Data-Driven Decision-Making, Deep Learning
Anfänger · Kurs · 3–6 Monate

Kompetenzen, die Sie erwerben: Data Validation, Pivot Tables And Charts, Dashboard, Microsoft Excel, Dashboard Creation, Financial Data, Data Cleansing, Case Studies, Data Transformation, Data Quality, Data Integrity, Spreadsheet Software, Data Wrangling, Data Management, Data Manipulation, Data Integration, Financial Analysis, Data Import/Export, Automation
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Kubernetes, Network Troubleshooting, Problem Management, Cloud-Native Computing, Event Monitoring, Network Monitoring, Debugging, System Monitoring
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Data Pipelines, Data Warehousing, SQL, Data Integration, Google Cloud Platform, Data Processing, Data Quality, Data Validation, Apache Spark, Generative AI, Data Manipulation, Applied Machine Learning, Big Data, Serverless Computing, Machine Learning Methods, Model Evaluation, Machine Learning, Time Series Analysis and Forecasting, Classification Algorithms
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Continuous Integration, Devops Tools, DevOps, Apache Tomcat, Kubernetes, Docker (Software), Continuous Deployment, Apache Maven, Application Deployment, Containerization, Amazon Web Services, YAML, Git (Version Control System)
Fortgeschritten · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: GitHub, Git (Version Control System), Version Control, Collaborative Software, Software Versioning, Software Configuration Management, Command-Line Interface, Software Installation
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Model Optimization, PyTorch (Machine Learning Library), Model Training, Distributed Computing, Data Pipelines, Performance Tuning, Deep Learning, AI Workflows, Scalability, LLM Application, Memory Management, Hardware Architecture, Machine Learning
Anfänger · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Cascading Style Sheets (CSS), Debugging, jQuery, Hypertext Markup Language (HTML), Web Design and Development, Javascript, Integrated Development Environments, Web Development Tools, Development Environment, UI Components, User Interface (UI), Event-Driven Programming, Animations
Anfänger · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: AutoCAD, Architectural Drawing, Drafting and Engineering Design, Human Factors, Technical Documentation
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Vision Transformer (ViT), Model Deployment, Transfer Learning, Hugging Face, MLOps (Machine Learning Operations), Cloud Deployment, Large Language Modeling, Generative AI, Fine-tuning, Computer Vision, Image Analysis, Generative Model Architectures, Natural Language Processing, Application Deployment
Mittel · Kurs · 1–4 Wochen