Quickly Build and Train Machine Learning Models with IBM AutoAI – W7L155G

Course Name:

Quickly Build and Train Machine Learning Models with IBM AutoAI

W7L155G

Skill Level:

Intermediate

Modality:

ILO – Instructor Lead Online Training

Duration:

0.75 Day/s

Price:
Request Quote

Overview:

This course familiarizes data science and analytics professionals with the fundamentals of the Watson Studio’s AutoAI tool.

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 CR – Classroom TrainingeatingIBM 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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Target Audience:

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

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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

Topic:

  • 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

Remarks:

Category:

Data and AI

Product Name:

IBM Watson Studio Premium Cartridge for IBM Cloud Pak for Data

Badge and Certification Info:

691bfa9b-658c-40e8-a9b2-f300bbe404ff

Quickly Build and Train Machine Learning Models with IBM AutoAI – Code: W7L155G

https://www.CR – Classroom Trainingedly.com/org/ibm/badge/quickly-build-and-train-machine-learning-models-wit

https://images.CR – Classroom Trainingedly.com/images/0bbc20e9-7bab-4593-b34f-351dd40d39a7/image.png

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Brand: 

Cloud Pak for Data

Follow on Courses:

 

 

Replaced By:

This is a new course that provides a hands-on learning experience.

W7L155;W7L155G;CP4D;Watson;

Non-IRLP / Soleil Service Unit (24)

Lab Access Duration:

 

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