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.

Northeastern University
Kompetenzen, die Sie erwerben: Data Storytelling, Text Mining, Data Warehousing, Unsupervised Learning, Database Design, Data Governance, Data Mining, Interactive Data Visualization, Generative AI, Web Scraping, Plotly, Classification Algorithms, PyTorch (Machine Learning Library), Operations Research, Supervised Learning, NoSQL, Database Theory, Exploratory Data Analysis, Time Series Analysis and Forecasting, Natural Language Processing
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Abschluss · 1–4 Jahre
University of Colorado Boulder
Kompetenzen, die Sie erwerben: Machine Learning Algorithms, Real-Time Operating Systems, Big Data, User Research, User Experience Design, Product Development, User Experience, Power Electronics, User Interface and User Experience (UI/UX) Design, Usability, Verification And Validation, Data Preprocessing, Analytics, Control Systems, Embedded Software, Internet Of Things, Machine Controls, Engineering, Scientific, and Technical Instruments, Human Computer Interaction, Embedded Systems
Credits angeboten
Abschlusszertifikat · 6–12 Monate

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

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

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

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

Universidad de los Andes
Kompetenzen, die Sie erwerben: Real-Time Operating Systems, Supervised Learning, Semantic Web, Unsupervised Learning, Data Presentation, LLM Application, Reinforcement Learning, Cloud-Native Computing, Computer Vision, Natural Language Processing, Classification Algorithms, Biomedical Engineering, Site Reliability Engineering, Deep Learning, Project Risk Management, Artificial Intelligence, Data Ethics, Cash Flows, Model Deployment, Probability & Statistics
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Abschluss · 1–4 Jahre
Universidad de los Andes
Kompetenzen, die Sie erwerben: Supervised Learning, User Story, Sprint Planning, Unsupervised Learning, Data Presentation, LLM Application, Cloud-Native Computing, Software Testing, Technology Strategies, API Design, Organizational Strategy, Process Analysis, Classification Algorithms, Dashboard, Site Reliability Engineering, Deep Learning, Project Risk Management, Game Design, Design Thinking, Software Architecture
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Abschluss · 1–4 Jahre

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, Object Oriented Programming (OOP), Spatial Analysis, SAS (Software), Text Mining, Artificial Intelligence, Logistic Regression, Statistical Programming, Natural Language Processing
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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 Management, Instructional Design, Learning Management Systems, Education Software and Technology, Quality Management, Educational Materials, Lean Manufacturing, Business Technologies, Technology Strategies, Augmented and Virtual Reality (AR/VR), Student Engagement, Project Management, Needs Assessment, Learning Strategies, Collaboration
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MasterTrack · 6–12 Monate

Clemson University
Kompetenzen, die Sie erwerben: Human Computer Interaction, Large Language Modeling, Dimensionality Reduction, Database Design, Database Management Systems, Generative AI, MySQL, Model Evaluation, Database Theory, 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