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 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

Dartmouth College
Kompetenzen, die Sie erwerben: Natural Language Processing, Field-Programmable Gate Array (FPGA), Technical Communication, Embedded Systems, Digital Signal Processing, Embedded Software, Distributed Computing, Machine Learning Algorithms, Image Analysis, Machine Learning Methods, Deep Learning, Engineering Design Process, Recurrent Neural Networks (RNNs), Experimentation, Convolutional Neural Networks, Hardware Design, Text Mining, Student Support and Services, Computer Engineering, Systems Analysis
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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, Data Literacy
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Abschluss · 1–4 Jahre
Universidad de los Andes
Kompetenzen, die Sie erwerben: User Story, Unsupervised Learning, LLM Application, Test Automation, Dashboard Creation, Design Thinking, Process Analysis, Model Evaluation, Cloud-Native Computing, Agile Software Development, Continuous Deployment, Organizational Strategy, API Design, Data Storytelling, Deep Learning, Game Design, Technology Strategies, Infrastructure As A Service (IaaS), Systems Thinking, Agile Project Management
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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
Credits angeboten
Abschlusszertifikat · 6–12 Monate

Universidad de los Andes
Kompetenzen, die Sie erwerben: Design Thinking, Project Closure, Reinforcement Learning, Organizational Strategy, Deep Learning, Engineering Management, Technology Strategies, Systems Thinking, Feasibility Studies, Logistic Regression, Classification Algorithms, 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
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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
Credits angeboten
MasterTrack · 6–12 Monate
Universidad de los Andes
Kompetenzen, die Sie erwerben: Social Network Analysis, Dashboard Creation, Systems Thinking, Risk Analysis, Reinforcement Learning, Unsupervised Learning, Deep Learning, Data Storytelling, Computer Vision, Natural Language Processing, MLOps (Machine Learning Operations), Time Series Analysis and Forecasting, Predictive Modeling, Project Management Life Cycle, Logistic Regression, Marketing Analytics, Financial Data, Environmental Management Systems, Technical Communication, Simulations
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Abschluss · 1–4 Jahre

Universidad de los Andes
Kompetenzen, die Sie erwerben: Real-Time Operating Systems, Semantic Web, Unsupervised Learning, LLM Application, Model Evaluation, Cloud-Native Computing, Reinforcement Learning, Continuous Deployment, Data Storytelling, Computer Vision, Deep Learning, Natural Language Processing, Systems Thinking, Artificial Intelligence, Model Deployment, Biomedical Engineering, Classification Algorithms, Marketing Analytics, Project Management Institute (PMI) Methodology, Data Ethics
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Abschluss · 1–4 Jahre

Ball State University
Kompetenzen, die Sie erwerben: Data Ethics, Full-Stack Web Development, Graph Theory, Machine Learning Algorithms, Supervised Learning, File Systems, SQL, Software Engineering, Data Visualization, Statistical Methods, Theoretical Computer Science, Cryptography, Object Oriented Programming (OOP), SAS (Software), Statistical Hypothesis Testing, Text Mining, Artificial Intelligence, Predictive Modeling, Data Science, Natural Language Processing
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Abschluss · 1–4 Jahre
University of Illinois at Urbana-Champaign
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Abschluss · 1–4 Jahre

University of Leeds
Kompetenzen, die Sie erwerben: Data Ethics, Social Network Analysis, Data Presentation, Statistical Machine Learning, Statistical Hypothesis Testing, Classification And Regression Tree (CART), Data Storytelling, R (Software), Exploratory Data Analysis, Bayesian Statistics, Data Analysis, Data Visualization, Statistical Visualization, Supervised Learning, Network Analysis, Dimensionality Reduction, Data Preprocessing, Web Scraping, Statistical Modeling, Python Programming
Erwerben Sie ein Zertifikat
Abschluss · 1–4 Jahre