Dauer
2 Tage
Preise
€
Zielsetzung
Dieser Kurs gibt eine Einführung in das Maschinellen Lernen. Anhand von Fallbeispielen wird vermittelt, welche Modelle sich für bestimmte Problemstellungen eignen und die Datenvorbereitung zur Anwendung der jeweiligen Modelle wird erarbeitet.
Zielgruppe
Führungskräfte im Bereich Digitalisierung, Smart Data, Innovation, Data Science Labs, AI Labs, IT, Produktentwicklung
Inhalte
Einführung in die Idee des Maschinellen Lernens, Unterschied zwischen Überwachtem und Unüberwachtem Lernen
Datenaufbereitung, Explorative Datenanalyse, Kreuzvalidierung, Hyperparameteroptimierung.
Einführung in die wichtigsten themenbezogenen Python-Frameworks (u.a. scikit-learn, pandas, numpy)
Dieser Kurs ist als öffentlicher Kurs (vor Ort oder online) und auch als Firmenschulung (vor Ort oder online) verfügbar.
Datenaufbereitung, Explorative Datenanalyse, Kreuzvalidierung, Hyperparameteroptimierung.
Einführung in die wichtigsten themenbezogenen Python-Frameworks (u.a. scikit-learn, pandas, numpy)
Dieser Kurs ist als öffentlicher Kurs (vor Ort oder online) und auch als Firmenschulung (vor Ort oder online) verfügbar.
Voraussetzungen
Wir empfehlen unbedingt unseren Kurs "Python Basics" 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)
Advanced 3: Introduction to Reinforcement Learning
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Basic 3: Introduction to Machine Learning
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Advanced 1: Introduction to Neural Networks & Deep Learning
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Intermediate 1: Machine Learning - Supervised Methods
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Intermediate 2: Machine Learning - Unsupervised Methods
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Advanced 5: Introduction to Natural Language Processing
![](/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)
Basic 2: Python Basics
![](/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)
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 3: Introduction to Reinforcement Learning
![](/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 6: Advanced Topics in Natural Language Processing
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Advanced 1: Introduction to Neural Networks & Deep Learning
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Intermediate 1: Machine Learning - Supervised Methods
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Intermediate 2: Machine Learning - Unsupervised Methods
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Advanced 5: Introduction to Natural Language Processing
![](/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)
Basic 2: Python Basics
![](/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)
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 6: Advanced Topics in Natural Language Processing
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Modul 3: IT-Security-Auditor
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Teams Basics 3: Arbeiten mit OneDrive SharePoint und Co
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Domino Leap Teil 3 Über Leap hinaus - Wo liegen die Grenzen
![Mit Data Science wertvolle versteckte Informationen extrahieren. Navigationsbild zu Data Science](/TTA/Kompetenzen/Data%20Science/17544/image-thumb__17544__MediumTileGrid-item-main-s1-3/Nav-Data-Science.jpg)
Data Science, Artificial Intelligence und Machine Learning
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Modul 1: IT-Security-Beauftragter
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Modul 2: IT-Security-Manager
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Workshop Advanced JavaScript
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
JavaScript Bibiliotheken Frameworks & Tools
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Webseiten Performance
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Responsive Web Design Grundlagen
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Search Engine Optimization (SEO)
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Microsoft Active Directory für Administratoren
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Node.js - Grundlagen
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Workshop – HCL Sametime Chat und Konferenzlösung
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Teams Basics 4: Arbeiten mit OneNote Planner Wiki und Co
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Microsoft Power Automate (Flow): Hands-On für Einsteiger
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Datenbank-Strukturen für Domino
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
React - Grundlagen
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
SCRUM - Grundlagen
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Teams Basics 1: Überblick und erste Schritte
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Teams Basics 2: Strukturiert arbeiten mit Teams und Kanälen
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Jira Administration Part 2 (Cloud)
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
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)
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Managing Jira Service Projects (Cloud)
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
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)
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Automating Administration with PowerShell
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Microsoft Azure Administrator
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Powershell für Systemadministratoren
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Cypress Workshop für Einsteiger
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Microsoft Teams - Meetings erfolgreich leiten
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
SharePoint Online für Anwender und Administratoren
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Microsoft 365 Messaging Administrator - Exchange Online
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Managing Microsoft Teams Administrator (Associate)
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Webinar Datenschutzkoordinator/in
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
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
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Google Workspace Vertiefung (Teil 1)
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Confluence Essentials (Data Center)
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Confluence Administration (Data Center)
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Jira Administration Part 1 (Data Center)
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Jira Administration Part 2 (Data Center)
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Managing Jira Projects (Data Center)
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Jira Administration Part 1 (Cloud)
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Orientierung Agilität
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Kanban Training
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Domino Leap Teil 1 Einführung in die LowCode App-Gestaltung
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Domino Leap Teil 2 Workflow Applikationen
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Building modern & responsive Web Applications with xPages
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Google Workspace Vertiefung (Teil 2)
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Google Workspace für Administratoren
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Mendix Architektur und Deep Dive Workshop
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
IBM Cognos Analytics – Überblick und neue Funktionen
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
IBM Cognos Analytics – Self-Service Reporting
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
IBM Cognos Analytics – Reporting Basics
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
IBM Cognos Analytics – Reporting Advanced
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
IBM Cognos Analytics – Data Modeling
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
IBM Cognos Analytics – Administration
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
IBM Planning Analytics - Grundlagen
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
IBM Planning Analytics - Administration
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
IBM Planning Analytics - Entwickler
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Microsoft Power BI Desktop
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Talend Data Integration – Basics
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Talend Data Integration – Advanced
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Mendix - Experience Workshop Hands On
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Mendix als LowCode & Rapid Application Development Platform
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Scrum Training
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Grafana Grundlagen
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Grafana Dateninput
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Grafana Dashboarding
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Grafana Alerting/Reporting
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Grafana Instrumentierung
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Grafana Cloud Enterprise Features
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s1-3/Slider_Tafel%20mit%20Kreide_Training.jpg)
Freshdesk Admin I
![](/EDC/Training/1372/image-thumb__1372__MediumTileGrid-item-main-s3-3/Slider_Tafel%20mit%20Kreide_Training.jpg)