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No-code with AWS Sagemaker Essentials

Beginner level 2.25 learning hrs
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Modules updated 07/2025

No-code with AWS Sagemaker Essentials

Beginner level 2.25 learning hrs
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Skills you will gain

No-code Application Development

Utilizing AWS Sagemaker for Machine Learning

Understanding bias detection and metrics

Managing data quality

Implementing deployment strategies on AWS.

Key Highlights

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About this course

This course, focuses on No-Code development on AWS, and helps in understanding how to create solutions without coding knowledge. It helps in understanding machine learning along with the implications and detection methods. It also teaches assessing model fairness through bias metrics and emphasize to maintain data quality and integrity. Hands-on of AWS, helps with practical skills to implement no-code solutions, improving the technical capabilities and understanding of AI systems.

Course outline

Introduction to No-Code on AWS

This module explains the concept of No-Code development on AWS, it also covers the purpose and key features, along with practical applications which helps to create solutions without coding knowledge.

Understanding Bias in Machine Learning

This module covers concept of bias in machine learning,and its implications and types, the methods for detection, helping learners understand and mitigate bias in AI systems.

Bias Metrics

This module explores bias metrics in machine learning, quantitative methods to assess and report bias which empowers learners to understand model fairness and to improve decision-making processes.

Data Quality Insights

This module covers data quality insights, and explains the importance of data integrity, and methods for assessing quality and techniques for generating actionable reports.

Hands-on Activities in AWS

This module helps in hands-on activities in AWS, guiding through practical implementations of no-code solutions, along with deployment and inference, to enhance technical skills.

Get access to the complete curriculum once you enroll in the course

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No-code with AWS Sagemaker Essentials

2.25 Hours

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