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Schulung - IBM W7L155G - Quickly Build and Train Machine Learning Models with IBM AutoAI

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DURCHFÜHRUNG MIT TERMIN
Dauer
8 Tage ( 4 Stunden)

Preis
800,00 € netto
952,00 € inkl. 19% MwSt.

Nr.
30533
TERMIN UND ORT NACH ABSPRACHE
Nr.
30533

Dauer
8 Tage ( 4 Stunden)

On-demand Training
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Overview

Quickly build and train machine learning models with Watson AutoAI aims to familiarize data science and analytics professionals with the fundamentals of theWatson Studio’s AutoAI tool. The course walks users through the process of creatingIBM Cloud projects, and building and evaluating AutoAI experiments for various supervised machine learning use cases. 

The lab environment for this course uses IBM Cloud.

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Zielgruppe

Wer sollte teilnehmen:

Zielgruppe

Audience

This course is designed for data analysts, data scientists, and machine learning specialists.

Voraussetzungen

Prerequisites

  • IBM Cloud access
  • Knowledge of supervised machine learning use cases
  • Knowledge of Python code in notebook environments
  • Basic knowledge of machine learning evaluation metrics
Trainingsprogramm

Trainingsprogramm

Course Outline

  • Course introduction
  • Introducing IBM Cloud
  • What is AutoAI?
  • Machine learning with AutoAI: Classification
  • Machine learning with AutoAI: Regression
  • AutoAI deployments at a glance
  • Machine learning with AutoAI: Time series
  • Fairness evaluation in AutoAI machine learning models

Objective

  • Set up an IBM Cloud Account and project and add and manage associated resources
  • Identify potential machine learning use cases applicable to AutoAI
  • Differentiate problem types relevant for AutoAI experiments (Classification, Regression, Time Series)
  • Configure settings for various AutoAI experiments
  • Evaluate pipelines and models that are produced by AutoAI experiments
  • Recognize deployment strategies for AutoAI models
Schulungsmethode

Schulungsmethode

presentation, discussion, hands-on exercises

Weitere Informationen

Weitere Informationen

Sessions

  • 800,00 € Netto
    Noch freie Plätze
    Jetzt buchen
    online Training
    Live Online Training
  • 800,00 € Netto
    Noch freie Plätze
    Jetzt buchen
    online Training
    Live Online Training
Schulung - IBM W7L155G - Quickly Build and Train Machine Learning Models with IBM AutoAI