Arrow Electronics, Inc.

Quickly Build and Train Machine Learning Models with IBM AutoAI

Kod: W7L155G

Czas trwania: 6 Hours (0,75 days)

Cena netto: zł2 150,00

Opis szkolenia

Quickly build and train machine learning models with Watson AutoAI aims to familiarize data science and analytics professionals with the fundamentals of theWatson Studios 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.

Cel szkolenia

  • 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


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

Wymagania wstępne

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

Program szkolenia

  • 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