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 Pittsburgh
Kompetenzen, die Sie erwerben: Retrieval-Augmented Generation, LLM Application, Tool Calling, Data Visualization, Predictive Modeling, Database Design, Large Language Modeling, Database Management, Model Evaluation, Web Services, Data Ethics, Apache Spark, Bayesian Statistics, Data Visualization Software, Unsupervised Learning, Linear Algebra, Data Governance, Regression Analysis, Applied Machine Learning, Data Analysis
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Abschluss · 1–4 Jahre

University of Leeds
Kompetenzen, die Sie erwerben: Data Ethics, Data Presentation, Statistical Machine Learning, Regression Analysis, Data Storytelling, Statistical Hypothesis Testing, Exploratory Data Analysis, Bayesian Statistics, Data Analysis, Statistical Methods, Model Evaluation, Statistical Visualization, Classification And Regression Tree (CART), Supervised Learning, Network Analysis, Web Scraping, Statistical Modeling, Linear Algebra, Python Programming, Data Preprocessing
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Abschluss · 1–4 Jahre

Clemson University
Kompetenzen, die Sie erwerben: Human Computer Interaction, Large Language Modeling, Dimensionality Reduction, Database Design, Database Management Systems, Generative AI, MySQL, Model Evaluation, Data Cleansing, Software Development Methodologies, Usability, Reinforcement Learning, Data Preprocessing, Data Mining, Data Structures, Responsible AI, Algorithms, Software Engineering, Artificial Intelligence, Human Factors
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Abschluss · 1–4 Jahre
Universidad de los Andes
Kompetenzen, die Sie erwerben: Supervised Learning, User Story, Unsupervised Learning, Data Presentation, LLM Application, Process Analysis, Cloud-Native Computing, Software Testing, Angular, Agile Software Development, Technology Strategies, Organizational Strategy, Classification Algorithms, Dashboard, Site Reliability Engineering, Project Risk Management, Game Design, Design Thinking, API Design, Software Architecture
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Abschluss · 1–4 Jahre

Pontificia Universidad Católica de Chile
Kompetenzen, die Sie erwerben: Predictive Analytics, Unsupervised Learning, Data Cleansing, Plot (Graphics), Matplotlib, Model Evaluation, Regression Analysis, Dimensionality Reduction, Descriptive Analytics, Supervised Learning, Visualization (Computer Graphics), Exploratory Data Analysis, Data Analysis, Data Science, Scientific Visualization, Pandas (Python Package), Data Visualization, Data-Driven Decision-Making, Time Series Analysis and Forecasting, Predictive Modeling
Credits angeboten
MasterTrack · 6–12 Monate

Universidad de los Andes
Kompetenzen, die Sie erwerben: Real-Time Operating Systems, Supervised Learning, Semantic Web, Unsupervised Learning, Data Presentation, LLM Application, Cloud-Native Computing, Computer Vision, Reinforcement Learning, Natural Language Processing, Classification Algorithms, Site Reliability Engineering, Project Risk Management, Biomedical Engineering, Artificial Intelligence, Time Series Analysis and Forecasting, Recurrent Neural Networks (RNNs), Marketing Analytics, Data Ethics, Model Deployment
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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, Education Software and Technology, Supply Chain Management, Instructional Design, Learning Management Systems, Digital pedagogy, Quality Management, Educational Materials, Lean Manufacturing, Business Technologies, Augmented and Virtual Reality (AR/VR), Project Management, Needs Assessment, Learning Strategies, Collaboration, Emerging Technologies
Credits angeboten
MasterTrack · 6–12 Monate

Ball State University
Kompetenzen, die Sie erwerben: Data Ethics, Full-Stack Web Development, Graph Theory, Data Collection, Supervised Learning, Software Development Methodologies, File Systems, SQL, Unsupervised Learning, Statistical Methods, Data Wrangling, Theoretical Computer Science, Cryptography, Object Oriented Programming (OOP), Statistical Hypothesis Testing, Text Mining, Artificial Intelligence, Logistic Regression, Statistical Programming, Natural Language Processing
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Abschluss · 1–4 Jahre

Ball State University
Kompetenzen, die Sie erwerben: Data Ethics, Graph Theory, Data Collection, Supervised Learning, Software Development Methodologies, File Systems, SQL, Unsupervised Learning, Financial Statement Analysis, Statistical Hypothesis Testing, Statistical Methods, Data Wrangling, Logistic Regression, SAS (Software), Object Oriented Programming (OOP), Spatial Analysis, Text Mining, Artificial Intelligence, Statistical Programming, Natural Language Processing
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Abschluss · 1–4 Jahre

Heriot-Watt University
Kompetenzen, die Sie erwerben: Artificial Intelligence, Graph Theory, Database Development, Database Architecture and Administration, NoSQL, Computational Logic, Java, Object Oriented Programming (OOP), Data Structures, Natural Language Processing, Computer Programming, Algorithms, Program Development, Programming Principles, Combinatorics, Theoretical Computer Science, Big Data, Reinforcement Learning, Computational Thinking, Artificial Neural Networks
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Abschluss · 1–4 Jahre

IIT Guwahati
Kompetenzen, die Sie erwerben: Package and Software Management, Social Network Analysis, Time Series Analysis and Forecasting, Cloud Computing Architecture, Linear Algebra, Data Structures, Data Warehousing, Data Visualization, Model Evaluation, Database Management, Database Theory, Algorithms, Deep Learning, Portfolio Management, Oral Comprehension, C (Programming Language), Spreadsheet Software, Matplotlib, R Programming, Artificial Intelligence
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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, Electronic Systems, Computer Programming Tools, Software Development Tools, Electrical Engineering, Deep Learning, Systems Design, Artificial Neural Networks, Electronic Components, Electrical Systems, USB, Semiconductors
Credits angeboten
Abschlusszertifikat · 6–12 Monate