Kurse zu neuronalen Netzen können Ihnen helfen zu lernen, wie Modelle aufgebaut, trainiert und optimiert werden. Sie können Fähigkeiten in Architekturdesign, Datenaufbereitung, Trainingstechniken und Modellbewertung aufbauen. Viele Kurse stellen Frameworks und Beispiele aus der KI-Praxis vor.

John Wiley & Sons
Kompetenzen, die Sie erwerben: Change Management, Interpersonal Communications, Team Performance Management, Organizational Change, Leadership and Management, Empathy, Team Leadership, Leadership Studies, Self-Awareness, Conflict Management, Influencing, Behavior Management, Leadership, Communication Strategies, Relationship Building, Communication, Expectation Management, Constructive Feedback, Personal Development, Active Listening
Anfänger · Kurs · 3–6 Monate

Kompetenzen, die Sie erwerben: Salesforce, Business Process Automation, Agentic Workflows, Generative AI Agents, AI Enablement, Salesforce Development, AI Workflows, Agentic systems, Automation, AI Product Strategy, Business Workflow Analysis, Process Optimization, Workflow Management, AI Integrations, Customer experience improvement, Operational Efficiency, Scalability, Organizational Change, Performance Measurement, Business Metrics
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Docker (Software), Kubernetes, Containerization, Cloud-Native Computing, YAML, Devops Tools, Development Environment, Application Deployment, Software Installation, Infrastructure Architecture, General Networking, Network Infrastructure, Linux, Command-Line Interface
Anfänger · Kurs · 3–6 Monate

Kompetenzen, die Sie erwerben: OAuth, Unit Testing, Apache Airflow, Fine-tuning, Model Evaluation, Data Validation, API Design, Test Driven Development (TDD), Data Integrity, Extract, Transform, Load, Model Training, Multimodal Prompts, Natural Language Processing, MLOps (Machine Learning Operations), OpenAI API, Data Presentation, Hugging Face, Token Optimization, CI/CD, Tensorflow
Mittel · Spezialisierung · 3–6 Monate

Kompetenzen, die Sie erwerben: LangChain, LLM Application, Prompt Engineering, API Design, MLOps (Machine Learning Operations), Large Language Modeling, Performance Tuning, Microservices, Application Deployment, Kubernetes, Scalability, Site Reliability Engineering, DevOps, CI/CD, Docker (Software), Python Programming, Containerization, System Monitoring, Cloud Platforms, Security Controls
Mittel · Spezialisierung · 3–6 Monate

Duke University
Kompetenzen, die Sie erwerben: Datenbank-Management-Systeme, Skalierbarkeit, Apache Airflow, Datenbank Management, Leistungsoptimierung, Vektordatenbanken, Daten importieren/exportieren, Daten-Pipelines, MySQL, Datenbank-Management
Mittel · Kurs · 1–4 Wochen

Amazon Web Services
Kompetenzen, die Sie erwerben: Amazon Web Services, AWS Identity and Access Management (IAM), Amazon S3, Network Planning And Design, Identity and Access Management, Cloud Solutions, Cloud Management, Cloud Computing, Cloud Computing Architecture, Public Cloud, User Provisioning, Network Architecture, Virtual Networking, Cloud Infrastructure, Cloud Services, User Accounts, Solution Architecture
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Algorithmen für maschinelles Lernen, Angewandtes maschinelles Lernen, A/B-Tests, Methoden des maschinellen Lernens, Datengestützte Entscheidungsfindung, Modell-Optimierung, Modell-Einsatz, Entscheidungsintelligenz, Regulatorische Anforderungen, Maschinelles Lernen, Prädiktive Modellierung, Leistungsanalyse, Statistische Analyse, Statistische Methoden, Bewertung des Modells, Statistisches maschinelles Lernen, Prädiktive Analytik, Statistische Hypothesenprüfung, Modellevaluation
Mittel · Kurs · 1–4 Wochen

LearnQuest
Kompetenzen, die Sie erwerben: Event Monitoring, Security Strategy, Incident Response, Security Management, Cyber Security Policies, Command-Line Interface, System Monitoring, Configuration Management, User Interface (UI), Simulations
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Tensorflow, Keras (Neural Network Library), Model Deployment, Data Pipelines, Google Cloud Platform, Data Preprocessing, Model Training, Deep Learning, Data Processing, Model Optimization, Cloud Deployment, Machine Learning Methods, Applied Machine Learning, Data Transformation, Artificial Neural Networks
Mittel · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Data Storytelling, Rmarkdown, Knitr, Data Visualization, Data Validation, Statistical Hypothesis Testing, Data Presentation, Dashboard, Data Synthesis, Dashboard Creation, Regression Analysis, Power BI, A/B Testing, Data Transformation, Market Research, Statistical Analysis, R Programming, Business Intelligence, Microsoft Excel, Surveys
Anfänger · Spezialisierung · 3–6 Monate

John Wiley & Sons
Kompetenzen, die Sie erwerben: Adaptability, Data Ethics, AI Product Strategy, Resilience, AI literacy, AI Enablement, Collaboration, Artificial Intelligence, AI Integrations, Creativity, AI Workflows, Innovation, Responsible AI, Emotional Intelligence, Organizational Change, Leadership, Generative AI, Critical Thinking and Problem Solving, Organizational Skills, Business Communication
Anfänger · Kurs · 3–6 Monate