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: Extract, Transform, Load, Apache Spark, Data Pipelines, Data Integration, Big Data, Data Infrastructure, Data Processing, Dataflow, Data Management, Data Architecture, Scalability
Anfänger · Kurs · 1–4 Wochen

University of Colorado Boulder
Kompetenzen, die Sie erwerben: Oral Expression, Education Software and Technology, Technical Communication, Media and Communications, Persuasive Communication, Writing, Education and Training, Storytelling, Human Learning, Instructional Strategies, Community Outreach, Science and Research, Writing and Editing, Content Creation, Liberal Arts, Photography, Photo/Video Production and Technology, Driving engagement, Creativity, Psychology
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Apache Kafka, Apache Spark, Scala Programming, Real Time Data, Apache Hadoop, Apache Cassandra, Applied Machine Learning, Big Data, Data Processing, Application Deployment, Distributed Computing, Development Environment
Fortgeschritten · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Microsoft Azure, Cloud Security, Infrastructure Security, Kubernetes, Data Security, Virtual Machines, Remote Access Systems, Role-Based Access Control (RBAC), Data Storage Technologies, Identity and Access Management, Databases, Containerization, Key Management, Encryption
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Data Structures, C++ (Programming Language), Programming Principles, Algorithms, Theoretical Computer Science, Object Oriented Programming (OOP)
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: .NET Framework, Machine Learning, Artificial Intelligence, Microsoft Copilot, Generative AI, Applied Machine Learning, OpenAI, Microsoft Azure, MLOps (Machine Learning Operations), Development Environment, Microsoft Development Tools, Image Analysis, Responsible AI, Computer Vision, Natural Language Processing
Mittel · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Cloud Computing Architecture, Cloud Security, Cloud Computing, Zero Trust Network Access, Business Continuity, Continuous Monitoring, Cloud Infrastructure, Hybrid Cloud Computing, Cloud Platforms, Cloud Services, Data Migration, Resource Allocation, Security Requirements Analysis, Data Management, Public Cloud, Disaster Recovery, Infrastructure As A Service (IaaS), Risk Mitigation, Virtualization, Security Strategy
Mittel · Spezialisierung · 3–6 Monate
Kompetenzen, die Sie erwerben: Team Building, Team Leadership, Management Training And Development, Teamwork, Trustworthiness, People Management, Collaboration, Meeting Facilitation, Leadership, Cross-Functional Collaboration, Empathy, Conflict Management, Communication Strategies, Goal Setting, Communication, Adaptability
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: PostgreSQL, Database Administration, Database Design, Relational Databases, Database Management, Database Architecture and Administration, SQL, Databases, Transaction Processing, Query Languages
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Large Language Modeling, Text Mining, Semantic Web, Generative AI, PyTorch (Machine Learning Library), Python Programming, Applied Machine Learning, Unsupervised Learning
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Alteryx, Predictive Modeling, Scripting, R Programming, Predictive Analytics, HR Tech, Data Science, Advanced Analytics, Scripting Languages, R (Software), Trend Analysis, Exploratory Data Analysis, Applied Machine Learning, Data Manipulation, Data Analysis, Employee Retention, Data Cleansing, Data Transformation, Risk Modeling, Machine Learning
Mittel · angeleitetes Projekt · Weniger als 2 Stunden

Kompetenzen, die Sie erwerben: Prompt Engineering, Large Language Modeling, LLM Application, ChatGPT, Natural Language Processing, Generative AI Agents, OpenAI, Generative Model Architectures, Multimodal Prompts, Generative AI, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization, Cost Management, Deep Learning, Application Deployment, Artificial Intelligence, Case Studies, Reinforcement Learning, Machine Learning
Mittel · Spezialisierung · 1–4 Wochen