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.
Duke University
Kompetenzen, die Sie erwerben: Storytelling, Needs Assessment, Initiative and Leadership, Leadership, Innovation, Compassion, Education and Training, Professionalism, Entrepreneurship, Adult Education, Social Impact, Formal Learning, Personal Integrity, Leadership Development, Community Development, Social Justice, Community Outreach, Pedagogy, Teaching, Empathy
Anfänger · Spezialisierung · 3–6 Monate

Kompetenzen, die Sie erwerben: Microsoft Intune (Mobile Device Management Software), Endpoint Security, Microsoft Windows, Enterprise Security, Mobile Security, Operating System Administration, Security Management, Android (Operating System), Patch Management, Microsoft Azure, System Monitoring, Azure Active Directory, Vulnerability Management, Apple iOS, Remote Access Systems, Configuration Management, Automation
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Plotly, Histogram, Interactive Data Visualization, Scatter Plots, Plot (Graphics), Data Visualization, Data Analysis, Python Programming
Anfänger · angeleitetes Projekt · Weniger als 2 Stunden

Kompetenzen, die Sie erwerben: Statistik, Statistische Modellierung, Datenanalyse, Analytics, Statistische Inferenz, Wahrscheinlichkeitsverteilung, Statistische Methoden, Datenverarbeitung, Statistische Analyse, Angewandtes maschinelles Lernen, Wahrscheinlichkeit, Prädiktive Modellierung, Datengesteuerte Entscheidungsfindung, Regressionsanalyse, Modellevaluation
Mittel · Kurs · 1–3 Monate

Northeastern University
Kompetenzen, die Sie erwerben: Competitive Analysis, AI Enablement, Machine Learning, Business Strategy, Business Intelligence, Business Strategies, Organizational Strategy, Business, Strategic Thinking, Market Analysis, Artificial Intelligence, Process Analysis, Value Engineering, Artificial Intelligence and Machine Learning (AI/ML), Ethical Standards And Conduct, Analytics, Resource Management
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Load Balancing, Microsoft Azure, Virtual Networking, Network Architecture, Cloud Computing Architecture, General Networking, Firewall, Network Security, Cloud Management, IT Automation, Data Migration, Cloud Security, Virtualization and Virtual Machines, Performance Tuning, Scalability, Disaster Recovery
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Penetration Testing, Vulnerability Scanning, Cyber Security Assessment, Vulnerability Assessments, Network Security, Network Analysis, Network Protocols, Open Source Technology
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Vulnerability Assessments, Distributed Denial-Of-Service (DDoS) Attacks, Vulnerability Scanning, Vulnerability Management, Cybersecurity, Malware Protection, Penetration Testing, Exploitation techniques, Threat Detection, Threat Management, Brute-force attacks, Network Security, Information Systems Security, Security Awareness, Network Protocols
Mittel · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Model Deployment, Google Cloud Platform, Dataflow, Data Pipelines, Data Warehousing, Data Lakes, Real Time Data, Dashboard, Cloud Engineering, Tensorflow, Data Infrastructure, Data Preprocessing, Data Processing, Apache Spark, Big Data, Extract, Transform, Load, Data Migration, Data Storage Technologies, Cloud Storage, PySpark
Mittel · Spezialisierung · 3–6 Monate

Google Cloud
Kompetenzen, die Sie erwerben: Model Deployment, Google Cloud Platform, Tensorflow, Cloud Deployment, Data Pipelines, MLOps (Machine Learning Operations), Kubernetes, Machine Learning
Mittel · Projekt · Weniger als 2 Stunden
Northeastern University
Kompetenzen, die Sie erwerben: Responsible AI, Data Ethics, Social Determinants Of Health, Psychiatry, Mental Health Counseling, Clinical Research Ethics, Health Equity, Mental Health, Artificial Intelligence, Mental Health Diseases and Disorders, Natural Language Processing, Healthcare Ethics, Data Security, Governance, Risk Mitigation, Risk Analysis
Anfänger · Kurs · 1–4 Wochen

Infosec
Kompetenzen, die Sie erwerben: Open Web Application Security Project (OWASP), Application Security, Secure Coding, Security Testing, Vulnerability Scanning, Security Controls, Intrusion Detection and Prevention, Security Awareness, Web Applications, Browser Compatibility, Computer Programming
Anfänger · Kurs · 1–4 Wochen