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 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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Intermediate 2: Machine Learning - Unsupervised Methods
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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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Intermediate 1: Machine Learning - Supervised Methods
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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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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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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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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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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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Data Science, Artificial Intelligence und Machine Learning
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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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Workshop – HCL Sametime Chat und Konferenzlösung
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Teams Basics 3: Arbeiten mit OneDrive SharePoint und Co
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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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Search Engine Optimization (SEO)
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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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Datenbank-Strukturen für Domino
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Orientierung Agilität
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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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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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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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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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Kanban Training
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Mendix - Experience Workshop Hands On
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Mendix als LowCode & Rapid Application Development Platform
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Change Management – den Mensch im Fokus
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Domino Datenbank Entwicklung Grundlagen
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Domino Leap Teil 1 Einführung in die LowCode App-Gestaltung
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Building modern & responsive Web Applications with xPages
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IBM Cognos Analytics – Überblick und neue Funktionen
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IBM Cognos Analytics – Self-Service Reporting
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IBM Cognos Analytics – Reporting Basics
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IBM Cognos Analytics – Reporting Advanced
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IBM Cognos Analytics – Data Modeling
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IBM Cognos Analytics – Administration
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IBM Planning Analytics - Grundlagen
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IBM Planning Analytics - Administration
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IBM Planning Analytics - Entwickler
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Microsoft Power BI Desktop
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Talend Data Integration – Basics
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Talend Data Integration – Advanced
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Grafana Grundlagen
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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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Scrum Training
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