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
Skills you'll gain: Supervised Learning, Machine Learning Methods, Applied Machine Learning, Computer Vision, Machine Learning Algorithms, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, Deep Learning, Artificial Neural Networks, Decision Tree Learning, Data Science, Logistic Regression, Data Preprocessing, Embeddings
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Fine-tuning, Generative Model Architectures, Deep Learning, Autoencoders, Generative AI, Model Optimization, Artificial Neural Networks, Generative Adversarial Networks (GANs), Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Network Architecture, Model Evaluation, Anomaly Detection, Computer Vision
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Computer Vision, Image Analysis, Model Evaluation, Convolutional Neural Networks, Autoencoders, Model Optimization, Vision Transformer (ViT), Artificial Neural Networks, Model Deployment, Model Training, Deep Learning, Recurrent Neural Networks (RNNs), Embeddings, Machine Learning Methods, PyTorch (Machine Learning Library), AI Enablement, Artificial Intelligence
Advanced · Specialization · 1 - 3 Months

Skills you'll gain: Network Troubleshooting, Security Awareness, Wireless Networks, Penetration Testing, Exploitation techniques, Network Security, Security Testing, Cybersecurity, Dynamic Host Configuration Protocol (DHCP), System Configuration, Software Installation, Networking Hardware, Apache
Advanced · Course · 1 - 3 Months

Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Model Training, Feature Engineering, Generative AI, Model Evaluation, Databricks, Generative Model Architectures, Model Optimization, Vector Databases, Redis, Microsoft Azure, Deep Learning, Performance Stress Testing, PyTorch (Machine Learning Library), LLM Application, Embeddings, Program Evaluation, Artificial Neural Networks, Python Programming
Advanced · Professional Certificate · 3 - 6 Months

Skills you'll gain: Generative Model Architectures, Recurrent Neural Networks (RNNs), Fine-tuning, Generative AI, MLOps (Machine Learning Operations), Generative Adversarial Networks (GANs), Vision Transformer (ViT), PyTorch (Machine Learning Library), Artificial Neural Networks, Convolutional Neural Networks, AI Workflows, Hugging Face, Deep Learning, Autoencoders, Transfer Learning, Databricks, Machine Learning, Computer Science, Algorithms, Data Science
Advanced · Course · 1 - 3 Months

Stanford Online
Skills you'll gain: Game Theory, Mathematical Modeling, Strategic Thinking, Bidding, Negotiation, Decision Making, Behavioral Economics, Probability, Operations Research, Economics, Bayesian Statistics, Applied Mathematics, Revenue Management, Predictive Modeling, Problem Solving, Algorithms, Theoretical Computer Science, Network Model, Deductive Reasoning, Resource Allocation
★ 4.6 (5.2K) · Advanced · Specialization · 3 - 6 Months

Skills you'll gain: Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Transfer Learning, Natural Language Processing, Model Optimization, Deep Learning, Fine-tuning, Artificial Neural Networks, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Computer Vision, Model Training
Advanced · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, AI Orchestration, AI Workflows, LangGraph, Agentic Workflows, LangChain, Retrieval-Augmented Generation, LLM Application, Tool Calling, Agentic systems, Model Context Protocol, Generative AI Agents, Generative AI, AI Security, Vector Databases, Responsible AI, Embeddings, Large Language Modeling, AI Integrations, Software Development
★ 4.6 (1.2K) · Advanced · Professional Certificate · 3 - 6 Months

Skills you'll gain: PyTorch (Machine Learning Library), Model Optimization, Deep Learning, Cloud Infrastructure, Microsoft Azure, MLOps (Machine Learning Operations), Model Training, AI Workflows, Scalability, Hugging Face, Performance Tuning, Artificial Neural Networks, Development Environment, Computer Vision
Advanced · Course · 1 - 3 Months

Skills you'll gain: Autoencoders, Shiny (R Package), Deep Learning, Recurrent Neural Networks (RNNs), Transfer Learning, Convolutional Neural Networks, Fine-tuning, Image Analysis, PyTorch (Machine Learning Library), Artificial Neural Networks, Applied Machine Learning, Tensorflow, Model Optimization, Model Training, Time Series Analysis and Forecasting, Model Evaluation
Advanced · Course · 1 - 3 Months

Coursera
Skills you'll gain: Apache Airflow, Model Optimization, Data Validation, Image Analysis, Transfer Learning, Data Preprocessing, Data Integrity, Model Evaluation, Debugging, Computer Vision, PyTorch (Machine Learning Library), Data Pipelines, Feature Engineering, MLOps (Machine Learning Operations), Tensorflow, Algorithms, Model Training, Embeddings, Performance Tuning, Deep Learning
Advanced · Specialization · 3 - 6 Months
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