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
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
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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Intermediate 1: Machine Learning - Supervised Methods
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Advanced 2: Deep Learning with Keras
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Advanced 3: Introduction to Reinforcement Learning
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Intermediate 2: Machine Learning - Unsupervised Methods
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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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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)
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Basic 2: Python Basics
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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
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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 1: IT-Security-Beauftragter
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Google Workspace Vertiefung (Teil 1)
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Jira Administration Part 1 (Cloud)
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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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HCL Connections Anwender Webinare Teil 1 bis 6
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Domino Leap Teil 1 Einführung in die LowCode App-Gestaltung
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Data Science, Artificial Intelligence und Machine Learning
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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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Microsoft Active Directory für Administratoren
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Node.js - Grundlagen
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Workshop – HCL Sametime Chat und Konferenzlösung
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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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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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Jira Administration Part 2 (Cloud)
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Jira Essentials with Agile Mindset (Cloud)
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
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
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Projekte zum Erfolg führen: Projektmanagement kompakt
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Google Workspace Einführung
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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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Orientierung Agilität
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Kanban Training
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Domino Leap Teil 2 Workflow Applikationen
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Building modern & responsive Web Applications with xPages
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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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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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Mendix - Experience Workshop Hands On
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Mendix als LowCode & Rapid Application Development Platform
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Workshop – HCL Traveler Grundlagen
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Scrum Training
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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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