Dauer
2 Tage
Preise
€
Zielsetzung
Dieser Kurs gibt eine Übersicht über die wichtigsten überwachten 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 Klassifikation und Regression
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: Decision Trees, Random Forest, Support Vector Machines, Lineare Regression, Logistische Regression
- Modelle: Decision Trees, Random Forest, Support Vector Machines, Lineare Regression, Logistische Regression
Voraussetzungen
Wir empfehlen unbedingt unsere "Basic Level Kurse" oder vergleichbare Erfahrung
Ihr Kontakt
Kerstin Dosin
Kontakt
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Intermediate 2: Machine Learning - Unsupervised Methods
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Basic 3: Introduction to Machine Learning
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Advanced 1: Introduction to Neural Networks & Deep 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 1: Data Science 4 C-Level (Basic Level)
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Basic 2: Python Basics
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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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Intermediate 1: Machine Learning - Supervised Methods
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Intermediate 2: Machine Learning - Unsupervised Methods
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Basic 3: Introduction to Machine Learning
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Advanced 1: Introduction to Neural Networks & Deep Learning
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Advanced 2: Deep Learning with Keras
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Advanced 3: Introduction to Reinforcement Learning
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Basic 1: Data Science 4 C-Level (Basic Level)
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Advanced 6: Advanced Topics in Natural Language Processing
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Basic 2: Python Basics
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Basic 4: Visualization with Plotly & App creation with Dash
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Advanced 4: Computer Vision Open CV
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Advanced 5: Introduction to Natural Language Processing
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Modul 1: IT-Security-Beauftragter
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Jira Administration Part 1 (Cloud)
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Google Workspace Vertiefung (Teil 1)
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Teams Basics 1: Überblick und erste Schritte
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Jira Administration Part 1 (Data Center)
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Domino Leap Teil 1 Einführung in die LowCode App-Gestaltung
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Modul 2: IT-Security-Manager
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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 2: Strukturiert arbeiten mit Teams und Kanälen
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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 2 (Data Center)
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Managing Jira Projects (Data Center)
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Jira Administration Part 2 (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)
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
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 2)
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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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Domino Datenbank Entwicklung Grundlagen
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Freshdesk Admin I
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Freshdesk Admin II
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Freshservice Admin
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Freshworks (Freshdesk / Freshservice) New Hire
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Freshworks Q&A
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IT Asset Management in Freshservice
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IT Change Enablement in Freshservice
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Knowledge Management in Freshservice
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Grafana Grundlagen
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Agile Cloud Enabling (ACE) – Modul I für Entwickler
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RESTful APIs
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Angular Vertiefung
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Workshop LotusScript für Fortgeschrittene
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Mendix - Experience Workshop Hands On
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Mendix als LowCode & Rapid Application Development Platform
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Talend Data Integration – Basics
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