Deep-Learning-Kurse können Ihnen helfen zu lernen, wie neuronale Netze aufgebaut, trainiert und bewertet werden. Sie können Fähigkeiten in Modellarchitekturen, Optimierung, Datenaufbereitung und Evaluationsmethoden aufbauen. Viele Kurse stellen Frameworks und Tools vor, die das Experimentieren mit tiefen Modellen unterstützen.
University of Glasgow
Kompetenzen, die Sie erwerben: Deep Learning, Logistische Regression, Datenvorverarbeitung, Künstliche Intelligenz, Modellevaluation, Angewandtes maschinelles Lernen, Maschinelles Lernen, Gesundheitsinformatik, Data-Mining, Verantwortungsvolle KI, Rekurrente Neuronale Netze (RNNs)
Mittel · Kurs · 1–4 Wochen

University of Washington
Kompetenzen, die Sie erwerben: Model Evaluation, Regression Analysis, Applied Machine Learning, Machine Learning, Deep Learning, Jupyter, Supervised Learning, Predictive Analytics, Classification Algorithms, Image Analysis, Unsupervised Learning, Computer Vision, Text Mining, Natural Language Processing, Python Programming
Gemischt · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Tensorflow, Keras (Neural Network Library), Model Deployment, Data Pipelines, Google Cloud Platform, Deep Learning, Cloud Deployment, Data Preprocessing, Artificial Neural Networks, Scalability, Data Transformation
Mittel · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Control Systems, Computer Vision, Image Analysis, Robotics, Automation, Embedded Software, Test Automation, Simulations, Systems Architecture, Convolutional Neural Networks, Deep Learning, Software Architecture, Traffic Flow Optimization, Artificial Neural Networks, Global Positioning Systems, Predictive Modeling, Safety Standards
Mittel · Kurs · 1–3 Monate

DeepLearning.AI
Kompetenzen, die Sie erwerben: Convolutional Neural Networks, Computer Vision, Keras (Neural Network Library), Image Analysis, Deep Learning, Transfer Learning, Artificial Neural Networks, Tensorflow, Dimensionality Reduction, Network Architecture, Data Preprocessing, Model Evaluation
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Natural Language Processing, Data Ethics, Responsible AI, Text Mining, Large Language Modeling, Model Evaluation, Embeddings, Data Preprocessing, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), Time Series Analysis and Forecasting, Data Analysis, Unstructured Data, Data Cleansing, Data Processing, Classification Algorithms, Deep Learning, Machine Learning Methods, Unified Modeling Language, Machine Learning Algorithms
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: AI Product Strategy, Product Management, Commercialization, Technical Product Management, Model Deployment, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Product Strategy, User Interface and User Experience (UI/UX) Design, Product Design, Responsible AI, Digital Transformation, Team Performance Management, Machine Learning, Data-Driven Decision-Making, Deep Learning, User Feedback
Anfänger · Kurs · 3–6 Monate

Google Cloud
Kompetenzen, die Sie erwerben: Tensorflow, Model Deployment, Keras (Neural Network Library), Feature Engineering, Google Cloud Platform, Data Pipelines, Jupyter, Machine Learning Methods, Deep Learning, Data Preprocessing, Embeddings
Mittel · Kurs · 1–3 Monate

Google Cloud
Kompetenzen, die Sie erwerben: Responsible AI, Prompt Engineering, LLM Application, Large Language Modeling, Generative AI, Generative Model Architectures, AI Product Strategy, Data Ethics, Google Gemini, Artificial Intelligence, Prompt Engineering Tools, Business Ethics, Governance, Ethical Standards And Conduct, Risk Analysis, Deep Learning, Stakeholder Analysis, Supervised Learning
Mittel · Spezialisierung · 1–3 Monate

Kompetenzen, die Sie erwerben: Large Language Modeling, LLM Application, Model Deployment, AI Enablement, Transfer Learning, Prompt Engineering, Generative AI, Model Evaluation, Deep Learning, Natural Language Processing, Recurrent Neural Networks (RNNs), Responsible AI, Scalability, Machine Learning, Performance Tuning, Systems Integration
Fortgeschritten · Kurs · 3–6 Monate

Kompetenzen, die Sie erwerben: Tensorflow, Model Deployment, Keras (Neural Network Library), Data Pipelines, Google Cloud Platform, Cloud Deployment, Data Preprocessing, MLOps (Machine Learning Operations), Artificial Neural Networks, Deep Learning, Machine Learning Methods, Data Transformation
Mittel · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Computer Vision, Image Analysis, PyTorch (Machine Learning Library), Convolutional Neural Networks, Tensorflow, Artificial Intelligence, Transfer Learning, System Configuration, Deep Learning, Real Time Data, Performance Tuning, Model Deployment, Development Environment, Software Installation
Mittel · Kurs · 3–6 Monate