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: Gemini, API Gateway, Cloud Applications, Kubernetes, Google Cloud Platform, Containerization, Cloud Infrastructure, Cloud Development, Application Deployment, Prompt Engineering, CI/CD, Serverless Computing, Cloud-Native Computing, Microservices, Data Persistence, Application Development, Identity and Access Management, Cloud Computing, Cloud Storage, Debugging
Mittel · Berufsbezogenes Zertifikat · 3–6 Monate

Kompetenzen, die Sie erwerben: Rmarkdown, Autoencoders, Shiny (R Package), Deep Learning, Recurrent Neural Networks (RNNs), Transfer Learning, Model Evaluation, R (Software), Data Import/Export, Classification Algorithms, Reinforcement Learning, R Programming, Ggplot2, Data Manipulation, Convolutional Neural Networks, Plotly, Applied Machine Learning, Machine Learning Algorithms, Artificial Intelligence, Dimensionality Reduction
Anfänger · Spezialisierung · 3–6 Monate

Kompetenzen, die Sie erwerben: Site Reliability Engineering, Kubernetes, Application Performance Management, Google Cloud Platform, Cloud Infrastructure, System Monitoring, Prompt Engineering, Application Deployment, Identity and Access Management, CI/CD, Containerization, Cloud Storage, Cloud Security, Cloud Services, Cloud Management, Service Level Agreement, Virtual Machines, Safety Culture, Network Monitoring, Culture Transformation
Anfänger · Berufsbezogenes Zertifikat · 3–6 Monate

Google Cloud
Kompetenzen, die Sie erwerben: Google Cloud Platform, Cloud Infrastructure, Application Deployment, Prompt Engineering, Kubernetes, Containerization, Database Architecture and Administration, MySQL, Cloud Computing Architecture, Dataflow, PostgreSQL, Identity and Access Management, Cloud Deployment, Data Migration, Cloud Management, Cloud Security, Cloud Applications, Operational Databases, Database Design, Database Management
Mittel · Spezialisierung · 3–6 Monate

Google Cloud
Kompetenzen, die Sie erwerben: Cloud Infrastructure, Identity and Access Management, Google Cloud Platform, Prompt Engineering, Application Deployment, Cloud Storage, Kubernetes, Infrastructure As A Service (IaaS), Containerization, Cloud Computing, CI/CD, Cloud-Native Computing, Terraform, Cloud Applications, Cloud Computing Architecture, Cloud Security, Cloud Services, Load Balancing, Service Level Agreement, Infrastructure as Code (IaC)
Mittel · Spezialisierung · 3–6 Monate

DeepLearning.AI
Kompetenzen, die Sie erwerben: Deep Learning, Transfer Learning, Rekurrente Neuronale Netze (RNNs), Verarbeitung natürlicher Sprache, Einbettungen, Überwachtes Lernen, Künstliche neuronale Netze, Umarmendes Gesicht
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Large Language Modeling, Responsible AI, AI Personalization, Mobile Development, Software Documentation, Anthropic Claude, LLM Application, Code Review, Apple iOS, AI Product Strategy, Machine Learning Methods, Software Development, CI/CD, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning
Fortgeschritten · Spezialisierung · 1–3 Monate

Kompetenzen, die Sie erwerben: Application Performance Management, Distributed Denial-Of-Service (DDoS) Attacks, Google Cloud Platform, Kubernetes, Cloud Infrastructure, Identity and Access Management, Data Loss Prevention, Load Balancing, System Monitoring, Prompt Engineering, Network Monitoring, Containerization, Cloud Computing Architecture, Virtual Networking, Network Architecture, Role-Based Access Control (RBAC), Network Security, Network Routing, Cloud Security, Virtual Private Networks (VPN)
Auf einen Abschluss hinarbeiten
Mittel · Berufsbezogenes Zertifikat · 3–6 Monate

Università di Napoli Federico II
Kompetenzen, die Sie erwerben: Unsupervised Learning, Supervised Learning, R Programming, R (Software), Artificial Neural Networks, Transfer Learning, Machine Learning, Exploratory Data Analysis, Tidyverse (R Package), Deep Learning, Predictive Modeling, Ggplot2, Regression Analysis, Dimensionality Reduction, Data Analysis, Data Wrangling, Data Modeling
Mittel · Kurs · 1–4 Wochen

Universidades Anáhuac
Kompetenzen, die Sie erwerben: Predictive Modeling, Model Evaluation, Time Series Analysis and Forecasting, Statistical Modeling, Data Modeling, Forecasting, Supervised Learning, Regression Analysis, Feature Engineering, Scikit Learn (Machine Learning Library), Data Preprocessing, Unsupervised Learning, Machine Learning, Logistic Regression, Classification Algorithms
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Application Performance Management, Distributed Denial-Of-Service (DDoS) Attacks, Google Cloud Platform, Cloud Infrastructure, Load Balancing, System Monitoring, Prompt Engineering, Kubernetes, Network Planning And Design, Network Performance Management, Network Monitoring, Firewall, Containerization, Cloud Computing Architecture, Virtual Networking, Network Architecture, Network Security, Cloud Storage, Network Routing, Virtual Private Networks (VPN)
Mittel · Berufsbezogenes Zertifikat · 3–6 Monate

Kompetenzen, die Sie erwerben: Maschinelles Lernen, Cloud Computing, Open Source Technologie, Git (Versionskontrolle-System), Datenverarbeitung, Big Data, Statistisches Programmieren, R (Software), Entwicklungsumgebung, Versionskontrolle, Python-Programmierung, GitHub, R-Programmierung, Computer-Programmierwerkzeuge, Jupyter, Schnittstelle zur Anwendungsprogrammierung (API)
Anfänger · Kurs · 1–3 Monate