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.

Kompetenzen, die Sie erwerben: Test Driven Development (TDD), Unit Testing, Test Script Development, Behavior-Driven Development, API Testing, Code Coverage, Development Testing, Software Testing, Test Automation, Test Tools, Test Planning, Test Case, Maintainability, Software Quality (SQA/SQC), Software Quality Assurance, API Design, Application Programming Interface (API), Event-Driven Programming, Mockups, Python Programming
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Image Analysis, Model Deployment, Reinforcement Learning, Google Cloud Platform, Computer Vision, No-Code Development, Feature Engineering, Applied Machine Learning, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Google Sheets, Deep Learning, Machine Learning Software, Cloud Deployment, Convolutional Neural Networks, Model Evaluation, Predictive Modeling, Machine Learning, Data Science
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Probability & Statistics, NumPy, Matplotlib, Statistics, Data Visualization, Applied Machine Learning, Statistical Hypothesis Testing, Python Programming, Pandas (Python Package), Seaborn, Machine Learning, Mathematics and Mathematical Modeling, Model Optimization, Applied Mathematics, Statistical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Data Science, Programming Principles, Probability
Anfänger · Kurs · 1–4 Wochen

University of Michigan
Kompetenzen, die Sie erwerben: Automation, Electrical Systems, Interactive Learning, Social Studies, Social Sciences, Economics, Policy, and Social Studies, Electric Power Systems, Augmented and Virtual Reality (AR/VR), Sustainable Systems, Transportation Operations, Policy Analysis, Technology Roadmaps, Emerging Technologies, Health Equity, Social Impact, Environmental Issue, Socioeconomics, Climate Change Mitigation, Infrastructure Architecture, Sensory Systems Analysis
Anfänger · Kurs · 1–3 Monate

Real Madrid Graduate School Universidad Europea
Kompetenzen, die Sie erwerben: Exercise Science, AI Enablement, Medical Equipment and Technology, Risk Modeling, Predictive Modeling, Load Balancing, Health Education, Machine Learning Methods, Machine Learning, Data Modeling, Real Time Data, Mathematical Modeling
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Model Training
Mittel · Kurs · 3–6 Monate

Kompetenzen, die Sie erwerben: Time Series Analysis and Forecasting, Statistical Modeling, Forecasting, Predictive Modeling, Exploratory Data Analysis, Correlation Analysis, Statistical Software, Statistical Analysis, Data Analysis Software, Model Evaluation, Statistical Methods, Verification And Validation, Plot (Graphics)
Gemischt · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: SketchUp (3D Modeling Software), Visualization (Computer Graphics), 3D Modeling, Conceptual Design, Design Thinking, Layout Design, Spatial Analysis
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Mathematical Software, Software Installation, Numerical Analysis, Mathematical Modeling, Trigonometry, Programming Principles, Functional Design, Code Reusability, Data Manipulation, Computational Logic, Linear Algebra, Arithmetic
Gemischt · Kurs · 1–4 Wochen
Coursera
Kompetenzen, die Sie erwerben: Classification And Regression Tree (CART), Decision Tree Learning, Classification Algorithms, Applied Machine Learning, Java Programming, Machine Learning Algorithms, Algorithms, Machine Learning, Data Structures, Analysis, Software Engineering
Fortgeschritten · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Unreal Engine, Animation and Game Design, Game Design, Animations, Video Game Development, Artificial Intelligence, 3D Assets, Event-Driven Programming
Mittel · Kurs · 1–4 Wochen

Google Cloud
Kompetenzen, die Sie erwerben: Responsible AI, AI Security, AI Product Strategy, Cloud Security, Google Cloud Platform, Federated Learning, Data Ethics, Information Privacy, Application Security, Artificial Intelligence, Data Security, AI literacy, Model Evaluation, Generative AI, Model Training, Applied Machine Learning, Machine Learning, Data Quality
Mittel · Spezialisierung · 1–3 Monate