Kurse zu neuronalen Netzen können Ihnen helfen zu lernen, wie Modelle aufgebaut, trainiert und optimiert werden. Sie können Fähigkeiten in Architekturdesign, Datenaufbereitung, Trainingstechniken und Modellbewertung aufbauen. Viele Kurse stellen Frameworks und Beispiele aus der KI-Praxis vor.

Kompetenzen, die Sie erwerben: Data Preprocessing, Keras (Neural Network Library), Model Evaluation, Model Training, Image Analysis, Data Processing, Scientific Visualization, Data Transformation, Applied Machine Learning, Computer Vision, Jupyter, Deep Learning, Python Programming, Machine Learning
Mittel · angeleitetes Projekt · Weniger als 2 Stunden

Coursera
Kompetenzen, die Sie erwerben: Scheduling, Project Schedules, Work Breakdown Structure, Project Management Software, Workflow Management, Dependency Analysis, Process Optimization, Performance Analysis, Data-Driven Decision-Making, Process Improvement, Project Performance, Data Import/Export, Performance Improvement
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Dienstleistungsebene, Leistungsoptimierung, Datenbank Management, Systemüberwachung, SQL , Datenbank-Management, Skalierbarkeit, Abfragesprachen
Anfänger · Kurs · 1–4 Wochen

Google Cloud
Kompetenzen, die Sie erwerben: Generative AI, Google Cloud Platform, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Large Language Modeling, Deep Learning, Machine Learning
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Metasploit, Open Web Application Security Project (OWASP), Penetration Testing, Exploit development, Vulnerability Scanning, Exploitation techniques, Security Testing, Vulnerability Assessments, Hardening, Brute-force attacks, Web Applications, Cybersecurity, Firewall, Network Security, Wireless Networks, Network Analysis, SQL
Mittel · Kurs · 1–4 Wochen

Imperial College London
Kompetenzen, die Sie erwerben: Keras (Neural Network Library), Tensorflow, Model Training, Model Evaluation, Deep Learning, Convolutional Neural Networks, Model Optimization, Image Analysis, Predictive Modeling, Data Preprocessing, Applied Machine Learning, Artificial Neural Networks, Computer Vision
Mittel · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Google Cloud Platform, Cloud Infrastructure, Cloud Deployment, Terraform, Cloud Computing, Cloud Management, Infrastructure as Code (IaC), Cloud Platforms, Virtual Private Networks (VPN), Load Balancing, Virtual Machines, Cloud Services, Managed Services, Network Infrastructure, Virtual Networking, Network Security, Scalability
Mittel · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Data Validation, Dashboard, Marketing Automation, Data Integrity, Verification And Validation, Workflow Management, Marketing Analytics, Data Maintenance, Data Quality, Automation, Data Governance, Performance Metric
Anfänger · Kurs · 1–4 Wochen

University of Colorado Boulder
Kompetenzen, die Sie erwerben: Constructive Feedback, Recognizing Others, Supervision, Tactfulness, Performance Management, Management Training And Development, Motivational Skills, Performance Review, Cooperation, Employee Performance Management, Behavioral Management, Drive Engagement, Creativity, Emotional Intelligence, Interpersonal Communications, Communication Strategies
Anfänger · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Speicherverwaltung, Analyse der Grundursache, Fehleranalyse, Korrelationsanalyse, Analyse, Komplexe Problemlösung
Anfänger · Kurs · 1–4 Wochen

University of Geneva
Kompetenzen, die Sie erwerben: Visual Impairment Education, Disabilities, Diversity Awareness, Empathy, Sensory Systems Analysis, Adaptive Equipment, Community and Social Work, Social Skills, Activities of Daily Living (ADLs), Research, Child Development, Emotional Intelligence, Literacy, Education Software and Technology
Anfänger · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Model Optimization, Feature Engineering, Tensorflow, Model Deployment, Model Training, Google Cloud Platform, Data Quality, Model Evaluation, Exploratory Data Analysis, Data Preprocessing, Keras (Neural Network Library), Data Strategy, Machine Learning, Machine Learning Methods, Embeddings, Cloud Deployment, Applied Machine Learning, AI Product Strategy, Responsible AI, Dataflow
Mittel · Spezialisierung · 3–6 Monate