ML-Kurse können Ihnen helfen zu lernen, wie Modelle entwickelt, trainiert und bewertet werden. Sie können Fähigkeiten in Algorithmen, Datenaufbereitung, Modelloptimierung und Analyse aufbauen. Viele Kurse stellen Python-Bibliotheken, Tools und Beispielprojekte vor.
University of Colorado Boulder
Kompetenzen, die Sie erwerben: Machine Learning Algorithms, Real-Time Operating Systems, Big Data, User Research, User Experience Design, User Experience, Power Electronics, User Interface and User Experience (UI/UX) Design, Usability, Verification And Validation, UI/UX Research, UI/UX Strategy, Data Preprocessing, Control Systems, Embedded Software, Internet Of Things, Machine Controls, User Interface (UI), Engineering, Scientific, and Technical Instruments, Embedded Systems
Credits angeboten
Abschlusszertifikat · 6–12 Monate
Mehrere Erzieher
Anfänger · Spezialisierung

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, Recurrent Neural Networks (RNNs), Image Analysis, Deep Learning, Machine Learning Methods, Engineering Design Process, 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 Illinois at Urbana-Champaign
Kompetenzen, die Sie erwerben: Operations Management, Supply Chain, Continuous Improvement Process, Operations, Process Improvement, Supply Chain Planning, Change Control, Process Improvement and Optimization, Supply Chain Management, Education Software and Technology, Instructional and Curriculum Design, Instructional Design, Continuous Quality Improvement (CQI), Learning Management Systems, Training Programs, Augmented and Virtual Reality (AR/VR), Digital pedagogy, Training and Development, Management Training And Development, Virtual Reality
Credits angeboten
MasterTrack · 6–12 Monate
Universidad de los Andes
Kompetenzen, die Sie erwerben: Social Network Analysis, Dashboard, Systems Thinking, Unsupervised Learning, Deep Learning, Reinforcement Learning, Financial Statement Analysis, Computer Vision, Natural Language Processing, Predictive Modeling, Project Management Life Cycle, Time Series Analysis and Forecasting, Statistical Analysis, MLOps (Machine Learning Operations), Marketing Analytics, Simulations, Data-Driven Decision-Making, Environmental Management Systems, Transfer Learning, Descriptive Analytics
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Abschluss · 1–4 Jahre

Universidad de los Andes
Kompetenzen, die Sie erwerben: Real-Time Operating Systems, Semantic Web, Supervised Learning, LLM Application, Unsupervised Learning, Cloud-Native Computing, Dashboard, Reinforcement Learning, Financial Statement Analysis, Classification Algorithms, Site Reliability Engineering, Deep Learning, Computer Vision, Natural Language Processing, Biomedical Engineering, Artificial Intelligence, Marketing Analytics, Cost Management, Systems Thinking, MLOps (Machine Learning Operations)
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Abschluss · 1–4 Jahre

Indian Statistical Institute
Kompetenzen, die Sie erwerben: Sampling (Statistics), Time Series Analysis and Forecasting, Sample Size Determination, Statistical Machine Learning, NumPy, Spatial Data Analysis, Statistical Hypothesis Testing, Database Management, Database Management Systems, Probability, Economics, SQL, Plot (Graphics), Data Compilation, Dimensionality Reduction, Statistical Methods, Lifelong Learning, Regression Analysis, Surveys, International Finance
Postgraduiertendiplom · 6–12 Monate

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, File I/O
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Abschluss · 1–4 Jahre

Ball State University
Kompetenzen, die Sie erwerben: Data Ethics, Graph Theory, Machine Learning Algorithms, Supervised Learning, File Systems, SQL, Software Engineering, Data Visualization, Statistical Hypothesis Testing, Statistical Methods, Spatial Data Analysis, Cryptography, Object Oriented Programming (OOP), SAS (Software), Text Mining, Financial Data, Artificial Intelligence, Predictive Modeling, Data Science, File I/O
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Abschluss · 1–4 Jahre
Universidad de los Andes
Kompetenzen, die Sie erwerben: Supervised Learning, LLM Application, User Story, Unsupervised Learning, Design Thinking, Cloud-Native Computing, Dashboard, Software Testing, Android Jetpack, Financial Statement Analysis, Organizational Strategy, Process Analysis, Classification Algorithms, Site Reliability Engineering, Deep Learning, Angular, Technology Strategies, API Design, Cloud Development, Internet Of Things
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Abschluss · 1–4 Jahre

University of Leeds
Kompetenzen, die Sie erwerben: Data Ethics, Data Storytelling, Social Network Analysis, Data Presentation, Statistical Machine Learning, Statistical Hypothesis Testing, Classification And Regression Tree (CART), R (Software), Exploratory Data Analysis, Bayesian Statistics, Data Analysis, Dimensionality Reduction, Data Visualization, Statistical Visualization, Supervised Learning, Data Preprocessing, Web Scraping, Statistical Modeling, Linear Algebra, Python Programming
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Abschluss · 1–4 Jahre
Universidad de los Andes
Kompetenzen, die Sie erwerben: Social Network Analysis, Network Analysis, Dashboard, Data Storytelling, Dashboard Creation, Financial Statement Analysis, Data Visualization, Predictive Modeling, Data Presentation, Financial Modeling, Interactive Data Visualization, Marketing Analytics, Statistical Machine Learning, Marketing Management, Transfer Learning, Analytics, Statistical Analysis, Random Forest Algorithm, Operations Research, Model Optimization
Credits angeboten
MasterTrack · 6–12 Monate