Quickly Build and Train Machine Learning Models with IBM AutoAI

IBM Training for Quickly Build and Train Machine Learning Models with IBM AutoAI

Skill Level: Intermediate

Modality: CR - Classroom based Trainng or ILO - Instructor Led Online Class

Duration: 0.8 Day/s

Starting Price: $ - Contact for price

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 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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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

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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

Category: Data, Analytics, and AI

Product Name:

IBM Watson Studio Premium Cartridge for IBM Cloud Pak for Data

Badge and Certification Info:

Badge Title: Quickly Build and Train Machine Learning Models with IBM AutoAI - Code: W7L155G

Badge ID: 691bfa9b-658c-40e8-a9b2-f300bbe404ff

Brand: Cloud Pak for Data

IBM Training is available now.

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