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.

Coursera
Kompetenzen, die Sie erwerben: Problem Management, Issue Tracking, Network Troubleshooting, Collaborative Software, Incident Management, Help Desk Support, Debugging, System Support, Governance, Incident Response, Solution Design, Cyber Governance, Change Control, Content Management Systems, IT Management, Systems Analysis, Identity and Access Management, Technical Documentation, Software Documentation
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: System Support, Systems Administration, Data Maintenance, System Monitoring, Desktop Support, System Configuration, Package and Software Management, Patch Management, System Requirements, Open Source Technology, General Networking, Computer Security Awareness Training
Anfänger · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Splunk, Role-Based Access Control (RBAC), Authentications, Data Transformation, Data Processing, Distributed Computing, Data Manipulation, Security Controls, Data Access, System Configuration, Data Security, Metadata Management, Scalability
Anfänger · Kurs · 1–4 Wochen

Coursera
Kompetenzen, die Sie erwerben: Performance Testing, Performance Stress Testing, Performance Tuning, Performance Measurement, System Configuration, Network Performance Management, Configuration Management, System Monitoring, Content Management Systems, Site Reliability Engineering, IT Infrastructure, Technical Documentation, Content Creation
Fortgeschritten · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Anwendungs-Rahmenwerke, Web-Anwendungen, Grundsätze der Programmierung, Web-Entwicklungs-Tools, UI-Komponenten, Plattformübergreifende Entwicklung, Mobile Entwicklungstools, Wiederverwendbarkeit von Code, Skalierbarkeit, Anwendungsentwicklung, Software-Architektur, Entwicklungsumgebung, Mobile Entwicklung, Eckig
Anfänger · Kurs · 1–4 Wochen

Illinois Institute of Technology
Kompetenzen, die Sie erwerben: Database Design, Database Systems, Statistical Analysis, Time Series Analysis and Forecasting, Relational Databases, Database Software, Databases, Database Application, Database Management, Database Theory, Data Analysis, NoSQL, Database Management Systems, Database Development, Machine Learning Algorithms, Recurrent Neural Networks (RNNs), Bayesian Statistics, Statistical Inference, Technical Communication, Model Evaluation
Abschluss · 1–4 Jahre

University of Leeds
Kompetenzen, die Sie erwerben: Data Ethics, Bayesian Statistics, Data Storytelling, Social Network Analysis, Exploratory Data Analysis, Statistical Machine Learning, Classification And Regression Tree (CART), Predictive Analytics, Statistical Hypothesis Testing, Dimensionality Reduction, Probability & Statistics, Statistical Methods, Statistics, Data Visualization, Machine Learning Methods, Statistical Programming, Web Scraping, File I/O, Statistical Modeling, Linear Algebra
Abschluss · 1–4 Jahre

Google Cloud
Kompetenzen, die Sie erwerben: Google Cloud Platform, Model Deployment, Model Optimization, Serverless Computing, Cloud Deployment, Generative AI, Cloud Applications, AI Integrations, Data Integration, Data Storage Technologies, Applied Machine Learning, Scalability
Anfänger · Kurs · 1–4 Wochen

Google Cloud
Kompetenzen, die Sie erwerben: Google Cloud Platform, Generative AI, Cloud Applications, Vector Databases, Database Application, NoSQL, Scalability, Databases, Data Structures, Relational Databases, Application Development, Data Migration
Anfänger · Kurs · 1–4 Wochen
University of Colorado Boulder
Kompetenzen, die Sie erwerben: Machine Learning Algorithms, Real-Time Operating Systems, Big Data, User Research, User Experience Design, Machine Learning Methods, User Experience, Power Electronics, User Interface and User Experience (UI/UX) Design, Usability, Verification And Validation, UI/UX Research, UI/UX Strategy, Control Systems, Embedded Software, Internet Of Things, Machine Controls, User Interface (UI), Engineering, Scientific, and Technical Instruments, Embedded Systems
Abschlusszertifikat · 6–12 Monate

Illinois Institute of Technology
Kompetenzen, die Sie erwerben: Industrial and Organizational Psychology, Infrastructure As A Service (IaaS), Data Storytelling, Serverless Computing, Javascript and jQuery, Network Troubleshooting, Database Management Systems, Time Series Analysis and Forecasting, Open Source Technology, Software As A Service, Cloud-Native Computing, Project Scoping, Networking Hardware, Virtualization, Unified Modeling Language, Cybersecurity, Cloud Security, Computer Hardware, Cross-Functional Collaboration, Ideation
Abschluss · 1–4 Jahre
University of Colorado Boulder
Kompetenzen, die Sie erwerben: Computer Vision, Power Electronics, Convolutional Neural Networks, Display Devices, Control Systems, Image Analysis, Computer Displays, Tensorflow, Technical Communication, Deep Learning, Electronics, Electronics Engineering, Systems Design, Electronic Systems, Engineering Documentation, Artificial Neural Networks, Electrical Engineering, Semiconductors, Technical Design, Technical Documentation
Abschlusszertifikat · 6–12 Monate