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.

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
Universidad de los Andes
Kompetenzen, die Sie erwerben: Social Network Analysis, Bayesian Network, Computer Vision, Deep Learning, Reinforcement Learning, Natural Language Processing, Unsupervised Learning, Systems Thinking, Data Storytelling, Engineering Management, Time Series Analysis and Forecasting, Environmental Management Systems, Predictive Modeling, Project Management Life Cycle, MLOps (Machine Learning Operations), Capital Budgeting, Marketing Analytics, Infrastructure Security, Teamwork, Exploratory Data Analysis
Abschluss · 1–4 Jahre

Google Cloud
Kompetenzen, die Sie erwerben: Identity and Access Management, Google Cloud Platform, Cloud Management, Virtual Private Networks (VPN), Cloud Computing Architecture, Microsoft Azure, Virtual Networking, Cloud Infrastructure, Cloud Services, Azure Active Directory, User Accounts, Network Routing, Network Architecture, Network Infrastructure, Cloud Security, Command-Line Interface, Network Security, Firewall
Mittel · Kurs · 1–4 Wochen

Google Cloud
Kompetenzen, die Sie erwerben: Google Cloud Platform, Cloud Infrastructure, Cloud Storage, Data Infrastructure, Data Storage, Data Management, Data Processing, Model Training, Cloud Solutions, Kubernetes, Data Storage Technologies, AI Workflows, Data Preprocessing, Data Pipelines, Data Architecture, Model Deployment, Scalability, File Systems
Mittel · Kurs · 1–3 Monate
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
Universidad de los Andes
Kompetenzen, die Sie erwerben: Social Network Analysis, Network Analysis, Data Storytelling, Predictive Modeling, Data Presentation, Marketing Analytics, Statistical Machine Learning, Predictive Analytics, Financial Data, Interactive Data Visualization, Data Preprocessing, Marketing Management, Marketing Operations, Transfer Learning, Analytics, Financial Statement Analysis, Data Cleansing, Random Forest Algorithm, Operations Research, Model Optimization
MasterTrack · 6–12 Monate

Google Cloud
Kompetenzen, die Sie erwerben: Kubernetes, Google Cloud Platform, Istio, CI/CD, Multi-Cloud, Continuous Deployment, Multi-Tenant Cloud Environments, Cloud-Native Computing, Application Deployment, Cloud Management, Scalability, AI Workflows, Microservices, Vulnerability Scanning, Model Deployment, Configuration Management, Cloud Security, DevSecOps, Infrastructure Security, Security Controls
Fortgeschritten · Kurs · 3–6 Monate

Google Cloud
Kompetenzen, die Sie erwerben: Multi-Cloud, Hybrid Cloud Computing, General Networking, Network Administration, Cloud Technologies, Virtual Networking, Google Cloud Platform, Virtual Private Networks (VPN), Network Infrastructure, Cloud Computing Architecture, Network Planning And Design, Cloud-Based Integration, Network Routing, Cloud Security, Routing Protocols, Border Gateway Protocol, Network Security, Data Centers
Mittel · Kurs · 1–4 Wochen

Illinois Institute of Technology
Kompetenzen, die Sie erwerben: Infrastructure As A Service (IaaS), Operating System Administration, Open Source Technology, Cloud Security, Virtualization, Platform As A Service (PaaS), Linux, Package and Software Management, Software As A Service, Containerization, Cloud-Native Computing, Serverless Computing, Cloud Infrastructure, Web Development, Network Security, Shell Script, Identity and Access Management, Cloud Services, Microsoft Windows, Test Driven Development (TDD)
Abschluss · 1–4 Jahre

Google Cloud
Kompetenzen, die Sie erwerben: Identity and Access Management, Amazon Web Services, AWS Identity and Access Management (IAM), Google Cloud Platform, Cloud Engineering, Public Cloud, Virtual Networking, Cloud Infrastructure, Cloud Computing Architecture, Cloud Management, Virtual Private Networks (VPN), General Networking, Cloud Computing, Cloud Platforms, Network Architecture, Network Infrastructure, Network Routing, User Accounts, Authorization (Computing), Firewall
Mittel · Kurs · 1–4 Wochen

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

Google Cloud
Kompetenzen, die Sie erwerben: Google Cloud Platform, Cloud Infrastructure, Kubernetes, Model Optimization, Cloud Deployment, Infrastructure As A Service (IaaS), Cloud Management, Cloud-Native Computing, Virtual Machines, Model Deployment, Network Performance Management, Application Deployment, Model Training, Infrastructure Architecture, Containerization, Performance Tuning, Distributed Computing, System Configuration
Mittel · Kurs · 1–3 Monate