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.

Amazon Web Services
Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, AI Workflows, Serverless Computing, Solution Architecture, Vector Databases, Embeddings, Large Language Modeling, Model Evaluation, Amazon Web Services, Artificial Intelligence and Machine Learning (AI/ML), Cloud Computing, Software Development, Artificial Intelligence, Scalability, Machine Learning, Natural Language Processing
Advanced · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: AI Integrations, Kubernetes, AI Security, Microsoft Azure, Hybrid Cloud Computing, ServiceNow, Dataflow, IT Automation, Automation, Data Pipelines, Identity and Access Management, Cloud Computing, Cloud Security, Grafana, Performance Tuning, IT Service Management, Scalability, Information Technology, Machine Learning, Data Science
Advanced · Course · 1 - 3 Months

Microsoft
Skills you'll gain: Model Training, Feature Engineering, Model Evaluation, Model Optimization, Databricks, MLOps (Machine Learning Operations), Deep Learning, PyTorch (Machine Learning Library), Model Deployment, Redis, Embeddings, Data Science, Data Pipelines, Real Time Data, Data Analysis, Computer Science, Software Development
Advanced · Course · 1 - 3 Months

Skills you'll gain: Recurrent Neural Networks (RNNs), Tensorflow, Artificial Neural Networks, Predictive Modeling, Time Series Analysis and Forecasting, Model Training, Model Evaluation, Data Preprocessing
Advanced · Course · 1 - 3 Months

Microsoft
Skills you'll gain: Istio, Hybrid Cloud Computing, Cloud Computing Architecture, Cloud Platforms, Microsoft Azure, Cloud Infrastructure, Kubernetes, Terraform, Cloud Deployment, Multi-Cloud, Cloud Solutions, Infrastructure as Code (IaC), Google Cloud Platform, Cloud Computing, Cloud Management, Cloud Security, Network Architecture, Information Technology, Machine Learning, Data Science
Advanced · Course · 1 - 3 Months

Microsoft
Skills you'll gain: Model Evaluation, Model Deployment, MLOps (Machine Learning Operations), Systems Architecture, Model Training, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Systems Design, Machine Learning, Technical Communication, Scalability, Data Science, Personal Development
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, Generative AI, Model Deployment, Generative Model Architectures, Large Language Modeling, Model Training, Prompt Engineering, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, Model Evaluation, Retrieval-Augmented Generation, Deep Learning, Artificial Neural Networks, Model Optimization, Transfer Learning
Advanced · Course · 3 - 6 Months

Microsoft
Skills you'll gain: Model Deployment, Kubernetes, Generative AI, Infrastructure as Code (IaC), Application Deployment, Containerization, Cloud Deployment, Performance Tuning, Docker (Software), Application Performance Management, Distributed Computing, Microsoft Azure, Release Management, Cloud Computing, Software Development, Network Protocols, Internet Of Things, Information Technology, Verification And Validation, Computer Science
Advanced · Course · 1 - 3 Months

Amazon Web Services
Skills you'll gain: Generative AI, AWS Identity and Access Management (IAM), Role-Based Access Control (RBAC), Cloud Security, Identity and Access Management, Authorization (Computing), Security Controls, Data Security, Information Privacy, Data Governance, Artificial Intelligence, Amazon Web Services, Prompt Engineering, Cloud Computing, Artificial Intelligence and Machine Learning (AI/ML), Cybersecurity, Governance, Machine Learning, Software Development, Natural Language Processing
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: PyTorch (Machine Learning Library), Fine-tuning, Convolutional Neural Networks, Deep Learning, Natural Language Processing, Embeddings, Hugging Face, Supervised Learning, Classification Algorithms, Data Preprocessing, Predictive Modeling, Machine Learning, Data Processing, Artificial Intelligence and Machine Learning (AI/ML), Statistical Methods, Probability & Statistics, Machine Learning Algorithms
★ 4.4 (2.1K) · Advanced · Specialization · 3 - 6 Months

Coursera
Skills you'll gain: Model Deployment, Fine-tuning, PyTorch (Machine Learning Library), Model Evaluation, Model Training, Vision Transformer (ViT), Model Optimization, Transfer Learning, MLOps (Machine Learning Operations), Natural Language Processing, Debugging, Containerization, Kubernetes, Docker (Software), Distributed Computing, Performance Tuning, Tensorflow, Deep Learning, Cloud Computing, Data Pipelines
Advanced · Specialization · 1 - 3 Months

Amazon Web Services
Skills you'll gain: Enterprise Architecture, Generative AI, AI Security, Event-Driven Programming, Prompt Engineering, Scalability, Software Architecture, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Serverless Computing, API Design, Software Development, Cloud Computing, Machine Learning, Amazon DynamoDB, Natural Language Processing, Amazon Web Services
Advanced · Course · 1 - 3 Months