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.

Clemson University
Kompetenzen, die Sie erwerben: Human Computer Interaction, Large Language Modeling, Database Management, Dimensionality Reduction, Database Design, Database Management Systems, Generative AI, MySQL, Model Evaluation, Model Optimization, Software Development Methodologies, Usability, Data Preprocessing, Data Mining, Data Structures, Systems Development Life Cycle, Responsible AI, Algorithms, Machine Learning Methods, Human Factors
Abschluss · 1–4 Jahre

Illinois Institute of Technology
Kompetenzen, die Sie erwerben: Database Design, Database Systems, Statistical Analysis, Time Series Analysis and Forecasting, Relational Databases, Database Software, Databases, Database Application, Database Management, Database Theory, Data Analysis, NoSQL, Database Management Systems, Database Development, Machine Learning Algorithms, Recurrent Neural Networks (RNNs), Bayesian Statistics, Statistical Inference, Technical Communication, Model Evaluation
Abschluss · 1–4 Jahre

Birla Institute of Technology & Science, Pilani
Kompetenzen, die Sie erwerben: Social Network Analysis, Social Media Analytics, Graph Theory, Network Analysis, Big Data, Network Model, Data Ethics, Applied Machine Learning, Responsible AI, Analytics, Data Mining, Machine Learning, Research, Deep Learning, Artificial Intelligence, Unsupervised Learning, Algorithms
Mittel · Kurs · 1–3 Monate

Birla Institute of Technology & Science, Pilani
Kompetenzen, die Sie erwerben: Natural Language Processing, Large Language Modeling, Embeddings, Text Mining, Data Preprocessing, LLM Application, Semantic Web, Artificial Neural Networks, ChatGPT, Artificial Intelligence, Generative AI, Data Processing, Deep Learning, Model Training, Model Evaluation, Dependency Analysis
Mittel · Kurs · 1–3 Monate
University of Colorado Boulder
Kompetenzen, die Sie erwerben: Model Evaluation, Data Mining, Supervised Learning, Unsupervised Learning, Service Level, Dimensionality Reduction, Deep Learning, Statistical Modeling, Probability, Applied Machine Learning, Anomaly Detection, Machine Learning Algorithms, Statistical Inference, Statistical Hypothesis Testing, Statistical Machine Learning, Model Training, Data Warehousing, Performance Testing, Bash (Scripting Language), Data Science
Abschlusszertifikat · 6–12 Monate
Universidad de los Andes
Kompetenzen, die Sie erwerben: Continuous Integration, Supervised Learning, Unsupervised Learning, LLM Application, Design Thinking, Cloud-Native Computing, Dashboard, Process Analysis, Continuous Deployment, Software Testing, User Story, Agile Software Development, Financial Statement Analysis, Organizational Strategy, Classification Algorithms, Deep Learning, Game Design, Technology Strategies, Infrastructure As A Service (IaaS), Systems Thinking
Abschluss · 1–4 Jahre
University of Colorado Boulder
Kompetenzen, die Sie erwerben: Power Electronics, Computer Vision, Convolutional Neural Networks, Display Devices, Control Systems, Debugging, Image Analysis, Computer Displays, Tensorflow, Electronics, Electronics Engineering, Electronic Systems, Computer Programming Tools, Software Development Tools, Embedded Software, Electrical Engineering, Deep Learning, Systems Design, Artificial Neural Networks, Electronic Components
Abschlusszertifikat · 6–12 Monate

Universidad de los Andes
Kompetenzen, die Sie erwerben: Real-Time Operating Systems, Semantic Web, Supervised Learning, Unsupervised Learning, LLM Application, Reinforcement Learning, Cloud-Native Computing, Dashboard, Continuous Deployment, Financial Statement Analysis, Classification Algorithms, Deep Learning, Computer Vision, Natural Language Processing, Systems Thinking, Artificial Intelligence, Biomedical Engineering, Project Management Institute (PMI) Methodology, Technical Communication, Marketing Analytics
Abschluss · 1–4 Jahre
Universidad de los Andes
Kompetenzen, die Sie erwerben: Social Network Analysis, Reinforcement Learning, Dashboard, Deep Learning, Systems Thinking, Unsupervised Learning, Financial Statement Analysis, Computer Vision, Natural Language Processing, MLOps (Machine Learning Operations), Time Series Analysis and Forecasting, Predictive Modeling, Project Management Life Cycle, Logistic Regression, Marketing Analytics, Data-Driven Decision-Making, Environmental Management Systems, Descriptive Analytics, Technical Communication, Simulations
Abschluss · 1–4 Jahre

Universidad de los Andes
Kompetenzen, die Sie erwerben: Design Thinking, Reinforcement Learning, Organizational Strategy, Classification Algorithms, Deep Learning, Engineering Management, Technology Strategies, Systems Thinking, Project Management, Feasibility Studies, Infrastructure Security, Financial Statements, Environmental Social And Corporate Governance (ESG), Agile Software Development, Data Ethics, Environmental Management Systems, Product Development, Asset Management, Project Risk Management, AI Integrations
Abschluss · 1–4 Jahre

University of Pittsburgh
Kompetenzen, die Sie erwerben: Retrieval-Augmented Generation, LLM Application, Tool Calling, Database Systems, Data Visualization, Database Design, Generative AI, Large Language Modeling, Database Management, Databases, Supervised Learning, Web Services, Data Ethics, Apache Spark, Bayesian Statistics, Time Series Analysis and Forecasting, Database Theory, Unsupervised Learning, Linear Algebra, Model Deployment
Abschluss · 1–4 Jahre
University of Illinois at Urbana-Champaign
Kompetenzen, die Sie erwerben: Operations Management, Supply Chain, Continuous Improvement Process, Operations, Change Management, Process Improvement, Supply Chain Planning, Process Improvement and Optimization, Supply Chain Management, Education Software and Technology, Instructional Design, Learning Management Systems, Process Analysis, Wholesaling, Quality Management, Augmented and Virtual Reality (AR/VR), Digital pedagogy, System Implementation, Solution Design, Virtual Reality
MasterTrack · 6–12 Monate