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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Intermediate 2: Machine Learning - Unsupervised 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 1: Machine Learning - Supervised 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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Basic 3: Introduction to Machine 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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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 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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Advanced 4: Computer Vision Open CV
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Advanced 5: Introduction to 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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Jira Administration Part 2 (Data Center)
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Domino Leap Teil 2 Workflow Applikationen
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Data Science, Artificial Intelligence und Machine Learning
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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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SCRUM - Grundlagen
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Teams Basics 1: Überblick und erste Schritte
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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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Domino Datenbank Entwicklung Grundlagen
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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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React - Grundlagen
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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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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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Domino 14 Systemadministration Bootcamp
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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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Change Management – den Mensch im Fokus
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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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Scrum Training
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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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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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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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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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