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: 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

Kompetenzen, die Sie erwerben: Responsible AI, Data Ethics, Artificial Intelligence, AI literacy, AI Product Strategy, Artificial Intelligence and Machine Learning (AI/ML), Google Cloud Platform, Model Evaluation
Mittel · Kurs · 1–3 Monate

Google Cloud
Kompetenzen, die Sie erwerben: AI Security, Threat Modeling, Threat Management, Security Strategy, Responsible AI, Data Security, Personally Identifiable Information, Security Management, Enterprise Security, Risking, Infrastructure Security, Artificial Intelligence, Machine Learning
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Gemini, Google Gemini, Generative AI, Google Cloud Platform, Customer Relationship Management, Predictive Modeling, SQL, Big Data, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Python Programming
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Model Evaluation, Generative AI, Continuous Monitoring, Google Cloud Platform, Responsible AI, Model Optimization, MLOps (Machine Learning Operations), Data Quality
Mittel · Kurs · 1–4 Wochen

Google Cloud
Kompetenzen, die Sie erwerben: Google Gemini, Gemini, Generative AI, Google Cloud Platform, Large Language Modeling, Customer Relationship Management, AI literacy, Applied Machine Learning, SQL, AI Integrations, Artificial Intelligence and Machine Learning (AI/ML), Data Analysis
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Linux Administration, Linux Servers, User Provisioning, IT Automation, Code Reusability, Key Management, File Management
Anfänger · Kurs · 1–4 Wochen

Google Cloud
Kompetenzen, die Sie erwerben: Dashboard Creation, Looker (Software), Dashboard, Data Analysis, Data Presentation, Analytics, SQL, Data Preprocessing, Google Cloud Platform, Data Visualization Software, Query Languages, Applied Machine Learning, Data Warehousing, Data Sharing
Anfänger · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Responsible AI, Data Ethics, Open Source Technology, Google Cloud Platform, Artificial Intelligence, AI literacy, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Data Preprocessing, Data Quality
Mittel · Kurs · 1–3 Monate

Google Cloud
Kompetenzen, die Sie erwerben: MLOps (Machine Learning Operations), Model Deployment, Google Cloud Platform, Data Modeling, Feature Engineering, Data Store, Data Management, Data Processing, Machine Learning Methods, Data Quality, Data Storage, Data Import/Export
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Predictive Modeling, Model Evaluation, Predictive Analytics, Classification And Regression Tree (CART), Statistical Modeling, Risk Modeling, Advanced Analytics, Decision Tree Learning, Data Analysis, R Programming, Model Training, Logistic Regression, Feature Engineering, Model Deployment, Data Import/Export, Data Mining, Data Validation, Exploratory Data Analysis, Data Persistence, Data Wrangling
Anfänger · Kurs · 1–4 Wochen

Coursera
Kompetenzen, die Sie erwerben: Quantitative Research, Model Optimization, Prompt Engineering, Retrieval-Augmented Generation, LangChain, Python Programming
Mittel · Kurs · 1–4 Wochen