Dauer
2 Tage
Preise
€
Zielsetzung
Dieser Kurs gibt eine Übersicht über die wichtigsten unüberwachten Verfahren des Maschinellen Lernens. Anhand von Fallbeispielen wird vermittelt, welche Modelle sich für bestimmte Problemstellungen eignen und die Datenvorbereitung zur Anwendung der jeweiligen Modelle wird erarbeitet. Der Fokus liegt auf den Bereichen Clustering, Anomlie-Erkennung und Dimensionsreduktion.
Zielgruppe
Führungskräfte im Bereich Digitalisierung, Smart Data, Innovation, Data Science Labs, AI Labs, IT, Produktentwicklung
Inhalte
- Recap der wichtigsten themenbezogenen Python-Frameworks (u.a. scikit-learn, pandas, numpy)
- Modelle: K-Means, Fuzzy C-Means, K-NN, PCA, NNMF
Dieser Kurs ist als öffentlicher Kurs (vor Ort oder online) und auch als Firmenschulung (vor Ort oder online) verfügbar.
- Modelle: K-Means, Fuzzy C-Means, K-NN, PCA, NNMF
Dieser Kurs ist als öffentlicher Kurs (vor Ort oder online) und auch als Firmenschulung (vor Ort oder online) verfügbar.
Voraussetzungen
Wir empfehlen unbedingt unsere "Basic Level Kurse 1-4" oder vergleichbare
Erfahrung
Ihr Kontakt
Kerstin Dosin
Kontakt
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Intermediate 2: Machine Learning - Unsupervised Methods
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Intermediate 1: Machine Learning - Supervised Methods
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Intermediate 1: Machine Learning - Supervised Methods
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Basic 3: Introduction to Machine Learning
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Advanced 2: Deep Learning with Keras
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Basic 3: Introduction to Machine Learning
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Advanced 2: Deep Learning with Keras
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Advanced 3: Introduction to Reinforcement Learning
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Basic 2: Python Basics
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Advanced 1: Introduction to Neural Networks & Deep Learning
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Schulungen zu Machine Learning
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Advanced 3: Introduction to Reinforcement Learning
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Basic 2: Python Basics
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Advanced 1: Introduction to Neural Networks & Deep Learning
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Basic 1: Data Science 4 C-Level (Basic Level)
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Basic 4: Visualization with Plotly & App creation with Dash
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Advanced 4: Computer Vision Open CV
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Advanced 5: Introduction to Natural Language Processing
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Advanced 6: Advanced Topics in Natural Language Processing
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Data Science, Artificial Intelligence und Machine Learning
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Cloud Machine Learning
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Machine Learning in Applikationen
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Advanced 6: Advanced Topics in Natural Language Processing
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Basic 1: Data Science 4 C-Level (Basic Level)
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Basic 4: Visualization with Plotly & App creation with Dash
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Advanced 4: Computer Vision Open CV
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Advanced 5: Introduction to Natural Language Processing
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Modul 2: IT-Security-Manager
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Jira Administration Part 2 (Cloud)
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Google Workspace Vertiefung (Teil 2)
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Jira Administration Part 2 (Data Center)
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Domino Leap Teil 2 Workflow Applikationen
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Teams Basics 2: Strukturiert arbeiten mit Teams und Kanälen
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REVIERWELT: Cognitive Services und KI für Bildverarbeitung
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Deep Learning: Ein Beispiel aus dem öffentlichen Dienst
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Deep Learning: Ein Beispiel aus dem öffentlichen Dienst
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Deep Learning: Ein Beispiel aus dem öffentlichen Dienst
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Grafana Dashboarding (Teil 2)
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Grafana Dashboarding (Teil 2)
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Modul 2: IT-Security-Manager
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Jira Administration Part 2 (Cloud)
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Google Workspace Vertiefung (Teil 2)
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Jira Administration Part 2 (Data Center)
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Domino Leap Teil 2 Workflow Applikationen
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Domino Leap Teil 2 Workflow Applikationen
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Teams Basics 2: Strukturiert arbeiten mit Teams und Kanälen
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Modul 1: IT-Security-Beauftragter
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Modul 3: IT-Security-Auditor
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Workshop Advanced JavaScript
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JavaScript Bibiliotheken Frameworks & Tools
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Webseiten Performance
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Responsive Web Design Grundlagen
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Search Engine Optimization (SEO)
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Teams Basics 4: Arbeiten mit OneNote Planner Wiki und Co
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Microsoft Power Automate (Flow): Hands-On für Einsteiger
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Datenbank-Strukturen für Domino
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Workshop – HCL Sametime Chat und Konferenzlösung
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Microsoft Active Directory für Administratoren
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Node.js - Grundlagen
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React - Grundlagen
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SCRUM - Grundlagen
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Teams Basics 1: Überblick und erste Schritte
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Teams Basics 3: Arbeiten mit OneDrive SharePoint und Co
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Confluence Essentials (Data Center)
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Confluence Administration (Data Center)
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Jira Administration Part 1 (Data Center)
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Managing Jira Projects (Data Center)
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Jira Administration Part 1 (Cloud)
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Jira Essentials with Agile Mindset (Cloud)
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Jira Essentials with Agile Mindset (Data Center)
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Managing Jira Service Projects (Cloud)
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Managing Jira Projects (Cloud)
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Managing Jira Service Projects (Data Center)
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Automating Administration with PowerShell
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Microsoft Azure Administrator
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Powershell für Systemadministratoren
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Cypress Workshop für Einsteiger
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Microsoft Teams - Meetings erfolgreich leiten
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SharePoint Online für Anwender und Administratoren
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Microsoft 365 Messaging Administrator - Exchange Online
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Managing Microsoft Teams Administrator (Associate)
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Webinar Datenschutzkoordinator/in
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Webinar IT-Sicherheitskoordinator/in
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Projekte zum Erfolg führen: Projektmanagement kompakt
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Google Workspace Einführung
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Google Workspace Vertiefung (Teil 1)
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Google Workspace für Administratoren
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Mendix Architektur und Deep Dive Workshop
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Orientierung Agilität
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Kanban Training
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Workshop – HCL Traveler Grundlagen
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Scrum Training
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Grafana Dateninput
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Grafana Dashboarding
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Grafana Alerting/Reporting
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Grafana Instrumentierung
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Grafana Cloud Enterprise Features
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Using LotusScript in Domino Applications
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Change Management – den Mensch im Fokus
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