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.

Wesleyan University
Kompetenzen, die Sie erwerben: Maschinelles Lernen, Statistik, Explorative Datenanalyse, Daten-Storytelling, Datenanalyse, Deskriptive Statistik, Klassifizierungs- und Regressionsbaum (CART), Präsentation der Daten, Statistische Visualisierung, Logistische Regression, Statistisches maschinelles Lernen, Plot (Grafiken), Statistische Methoden, Regressionsanalyse, Statistische Software, Statistische Analyse, Datenmanipulation, Statistische Hypothesenprüfung, Entscheidungsbaum-Lernen, Korrelationsanalyse
Anfänger · Spezialisierung · 3–6 Monate

Kompetenzen, die Sie erwerben: Business Process Automation, Robotic Process Automation, Agentic systems, Process Analysis, Business Process Modeling, Business Process, Agentic Workflows, Process Design, Business Systems Analysis, Process Mapping, Workflow Management, Business Process Management, Process Modeling, Business Analysis, Automation, Solution Design, Generative AI Agents, User Acceptance Testing (UAT), Solution Delivery, Test Planning
Anfänger · Kurs · 1–4 Wochen

Politecnico di Milano
Kompetenzen, die Sie erwerben: Education and Training, Educational Materials, Instructional Strategies, Digital pedagogy, Pedagogy, Climate Change Programs, Environmental Issue, Sustainable Development, Course Development, Social Justice, Student-Centred Learning, Sustainable Systems, Cultural Diversity, Advocacy, Policy Development, Intellectual Property
Anfänger · Kurs · 1–4 Wochen

Automatic Data Processing, Inc. (ADP)
Kompetenzen, die Sie erwerben: Human Capital, Human Resources, Human Resource Strategy, Human Resource Management, Human Resources Management and Planning, Workforce Management, Workforce Planning, Talent Management, Employee Retention, Full Cycle Recruitment, People Analytics, Benefits Administration, Employee Engagement, Payroll, Employee Onboarding, Payroll Administration, Benefits Enrollment Processes, Data-Driven Decision-Making, Professional Development, Data Analysis
Anfänger · Kurs · 1–3 Monate

Coursera
Kompetenzen, die Sie erwerben: Databricks, Generative AI, Prompt Engineering, Retrieval-Augmented Generation, Vector Databases, Context Engineering, Fine-tuning, LLM Application, MLOps (Machine Learning Operations), Large Language Modeling, Applied Machine Learning, Embeddings, Data Lakes, Model Evaluation, Model Optimization, Application Deployment, Acceptance Testing
Mittel · Kurs · 1–4 Wochen

DeepLearning.AI
Kompetenzen, die Sie erwerben: Generative adversarische Netze (GANs), Generative KI, Faltungsneuronale Netze, Verantwortungsvolle AI, Modellevaluation, Faltungsneuronale Netzwerke, Bildanalyse, Tiefes Lernen, Bewertung des Modells, PyTorch (Bibliothek für maschinelles Lernen), Modell Ausbildung, Daten-Ethik, Generative Modellarchitekturen
Mittel · Kurs · 1–4 Wochen

Dartmouth College
Kompetenzen, die Sie erwerben: Bayesian Network, Artificial Neural Networks, Machine Learning Methods, Convolutional Neural Networks, Deep Learning, Tensorflow, Model Training, Model Optimization, Machine Learning, Applied Machine Learning, Bayesian Statistics, Machine Learning Algorithms, Model Evaluation, Network Model, Network Architecture, Algorithms, Probability Distribution
Auf einen Abschluss hinarbeiten
Mittel · Kurs · 1–3 Monate

Cisco Learning and Certifications
Kompetenzen, die Sie erwerben: Virtual Networking, Network Troubleshooting, Data Centers, Software-Defined Data Center (SDDC), vSphere Networking and Storage, Network Switches, Cloud Services, iSCSI Configuration, Virtualization, Cloud Computing, Network Architecture, Virtual Machines, Computer Networking, OSI Models, Computing Platforms, TCP/IP, Network Protocols, Server Administration, Networking Hardware, Microsoft Windows
Anfänger · Spezialisierung · 3–6 Monate

Cisco Learning and Certifications
Kompetenzen, die Sie erwerben: Data Centers, Cloud Infrastructure, Cloud Computing, Infrastructure Architecture, Data Infrastructure, Hybrid Cloud Computing, Network Infrastructure, Servers, Cloud Management, Computing Platforms, Hardware Architecture, System Configuration, Server Administration, Cloud Deployment, Networking Hardware, Computer Hardware, IT Automation
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Service Improvement, Business Process Automation, Quality Improvement, AI Enablement, AI Integrations, Accident Prevention, Continuous Improvement Process, Case Studies, Automation, Workflow Management, Risk Mitigation, Continuous Monitoring, Operations
Mittel · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Compliance Management, Regulatory Compliance, Compliance Reporting, Business Ethics, Law, Regulation, and Compliance, Ethical Standards And Conduct, Regulatory Requirements, Lending and Underwriting, Financial Industry Regulatory Authorities, Risk Control, Consumer Lending, Operational Risk, Risk Management Framework, Financial Regulations, Legal Risk, Business Risk Management, Risk Management, Case Studies, Financial Services
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Dashboard, Microsoft Excel, Excel Macros, Performance Analysis, Excel Formulas, People Analytics, Compensation Analysis, Payroll, Trend Analysis, Key Performance Indicators (KPIs), Business Metrics, Performance Measurement, Data Visualization, Data Integration, Database Management
Gemischt · Kurs · 1–3 Monate