Datum
Auf Anfrage
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
Anmeldung
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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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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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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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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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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Datenbank-Strukturen für Domino
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Using LotusScript in Domino Applications
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Workshop LotusScript für Fortgeschrittene
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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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Responsive Web Design Grundlagen
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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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Domino Datenbank Entwicklung Grundlagen
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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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Orientierung Agilität
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Kanban Training
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Domino REST & Co
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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 - Experience Workshop Hands On
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Mendix als LowCode & Rapid Application Development Platform
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Mendix Architektur und Deep Dive Workshop
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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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Building modern & responsive Web Applications with xPages
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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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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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Domino 14 Systemadministration Bootcamp
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Workshop – HCL Domino Internetsicherheit
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Workshop – HCL Domino Sicherheitsgrundlagen
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Workshop – HCL Traveler Grundlagen
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Domino Leap Teil 1 Einführung in die LowCode App-Gestaltung
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Domino Leap Teil 3 Über Leap hinaus - Wo liegen die Grenzen
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