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
Skills you'll gain: AI Workflows, AI Enablement, AI literacy, ChatGPT, Business Workflow Analysis, Emotional Intelligence, Process Design, Generative AI, Empathy & Emotional Intelligence, Business Process Automation, Return On Investment, Responsible AI, Stakeholder Communications, Business Priorities, Adaptability, Capacity Planning, Automation, Resource Allocation, Performance Metric, Productivity
Advanced · Course · 1 - 3 Months

Skills you'll gain: Model Deployment, Databricks, Vector Databases, Embeddings, LLM Application, Cloud-Native Computing, Machine Learning Methods, Applied Machine Learning, Cloud Engineering, PyTorch (Machine Learning Library), Machine Learning, Model Training, Scalability, Software Architecture, Model Evaluation, Data Science, Software Development, Computer Science
Advanced · Course · 3 - 6 Months
Stanford Online
Skills you'll gain: Bayesian Network, Applied Machine Learning, Graph Theory, Machine Learning Algorithms, Probability Distribution, Bayesian Statistics, Statistical Modeling, Markov Model, Machine Learning, Probability & Statistics, Statistical Inference, Model Training, Model Optimization, Sampling (Statistics), Algorithms
★ 4.6 (1.6K) · Advanced · Specialization · 3 - 6 Months

Skills you'll gain: Incident Response, Incident Management, Computer Security Incident Management, Security Management, Cyber Governance, ISO/IEC 27001, Security Strategy, Risk Management Framework, Business Continuity Planning, Enterprise Security, Governance, Business Continuity, Regulatory Compliance, Disaster Recovery, Security Controls, Risk Analysis, IT Security Architecture, Cybersecurity, Network Security, Computer Networking
Advanced · Specialization · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Deep Learning, Convolutional Neural Networks, Autoencoders, Recurrent Neural Networks (RNNs), Image Analysis, Machine Learning Methods, Embeddings, Generative Model Architectures, Machine Learning, Health Care, Model Deployment, Artificial Neural Networks, Applied Machine Learning, Supervised Learning, Model Evaluation, Unsupervised Learning, Predictive Modeling, Big Data, Data Synthesis
★ 3.3 (52) · Advanced · Specialization · 1 - 3 Months

Skills you'll gain: Fine-tuning, Model Optimization, MLOps (Machine Learning Operations), Large Language Modeling, PyTorch (Machine Learning Library), Deep Learning, Model Training, Hugging Face, AI Workflows, Debugging, Performance Tuning, Data Pipelines, Model Evaluation, Cloud Computing, Machine Learning, Data Storage Technologies, Data Science, Computer Science
Advanced · Course · 1 - 3 Months

Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Redis, Microsoft Azure, Performance Stress Testing, Model Training, Microservices, Continuous Deployment, CI/CD, Systems Architecture, Application Performance Management, Performance Testing, Application Deployment, Data Pipelines, Scalability, Machine Learning, Transaction Processing, Cloud Computing, Data Science, Information Technology
Advanced · Course · 1 - 3 Months

LearnQuest
Skills you'll gain: Incident Response, Cyber Threat Hunting, Computer Security Incident Management, Incident Management, Intrusion Detection and Prevention, Cyber Threat Intelligence, Continuous Monitoring, Threat Detection, Cloud Security, Disaster Recovery, Threat Management, Firewall, Network Security, Cybersecurity, Cloud Services, Network Monitoring, Cyber Security Policies, Security Strategy, Cloud Computing, Cloud Management
★ 4.4 (98) · Advanced · Specialization · 1 - 3 Months

Skills you'll gain: Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Deep Learning, Artificial Neural Networks, Image Analysis, Keras (Neural Network Library), Tensorflow, Natural Language Processing, Network Architecture
Advanced · Course · 1 - 3 Months

LearnQuest
Skills you'll gain: Kubernetes, Role-Based Access Control (RBAC), CI/CD, Application Deployment, Network Troubleshooting, Performance Tuning, Scalability, Continuous Integration, Continuous Deployment, Package and Software Management, Network Security, Network Performance Management, Network Routing, IT Automation, System Monitoring, Capacity Management
★ 3.8 (32) · Advanced · Specialization · 1 - 3 Months

Amazon Web Services
Skills you'll gain: Generative AI, Application Deployment, Scalability, AI Workflows, AI Security, Prompt Engineering, Infrastructure Architecture, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Cloud Computing, Software Development, API Gateway, Amazon Web Services, Amazon CloudWatch, Serverless Computing, Machine Learning, Natural Language Processing
Advanced · Course · 1 - 3 Months

Amazon Web Services
Skills you'll gain: AI Workflows, Generative AI, Amazon CloudWatch, Prompt Engineering, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Amazon Web Services, Deep Learning, System Monitoring, Cloud Computing, Software Development, Machine Learning, Natural Language Processing
Advanced · Course · 1 - 3 Months