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.

John Wiley & Sons
Mittel · Spezialisierung · 3–6 Monate

Universidad de los Andes
Kompetenzen, die Sie erwerben: Supervised Learning, Unsupervised Learning, Classification Algorithms, Artificial Intelligence, Data Ethics, Linear Algebra, Dimensionality Reduction, Machine Learning, Responsible AI, Machine Learning Methods, Probability & Statistics, Image Analysis, Natural Language Processing, Computer Vision, Embedded Systems, Applied Machine Learning, Machine Learning Algorithms, Decision Tree Learning, Bayesian Statistics, Scientific Visualization
Credits angeboten
MasterTrack · 6–12 Monate
University of North Texas
Kompetenzen, die Sie erwerben: Operations Management, Model Evaluation, Arbitration, Leadership Studies, Compensation Strategy, Integrated Marketing Communications, Organizational Change, Event Management, Grammar, Sales Process, Statistical Visualization, Policy Development, Design Thinking, Public Policies, Probability & Statistics, Global Marketing, Cultural Diversity, Digital Media Strategy, Music History, Sociology
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Abschluss · 1–4 Jahre

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
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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
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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
Credits angeboten
Abschlusszertifikat · 6–12 Monate
University of Illinois at Urbana-Champaign
Kompetenzen, die Sie erwerben: Operations Management, Supply Chain, Continuous Improvement Process, Change Control, Operations, 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
Credits angeboten
MasterTrack · 6–12 Monate
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
Credits angeboten
Abschlusszertifikat · 6–12 Monate

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
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Abschluss · 1–4 Jahre
Universidad de los Andes
Kompetenzen, die Sie erwerben: Social Network Analysis, Systems Thinking, Unsupervised Learning, Deep Learning, Reinforcement Learning, Data Storytelling, Computer Vision, Natural Language Processing, MLOps (Machine Learning Operations), Time Series Analysis and Forecasting, Strategic Decision-Making, Project Management Life Cycle, Forecasting, Logistic Regression, Data-Driven Decision-Making, Statistical Machine Learning, Environmental Management Systems, Dashboard, Data Cleansing, Simulations
Erwerben Sie ein Zertifikat
Abschluss · 1–4 Jahre