Description

Machine Learning with Amazon SageMaker

Focus Keyphrase: Amazon SageMaker Machine Learning

Amazon SageMaker Machine Learning is designed to help both beginners and experienced developers master cloud-based machine learning. This comprehensive course provides hands-on experience, practical guidance, and in-depth knowledge to build, train, and deploy machine learning models efficiently using Amazon SageMaker. Whether you aim to enhance your career or implement AI-driven solutions, this course equips you with the essential skills.

Course Description

In this course, you will explore the core concepts and practical applications of Amazon SageMaker. We focus on providing a step-by-step approach that ensures learners understand model creation, training, tuning, and deployment. You will learn to leverage Amazon SageMaker Studio, use pre-built algorithms, and integrate machine learning workflows into real-world projects. By the end of the course, you will confidently develop, optimize, and deploy machine learning models on AWS.

What You’ll Learn

• Understanding Amazon SageMaker architecture and components
• Setting up SageMaker Studio and Jupyter Notebooks
• Building, training, and deploying machine learning models
• Data preprocessing, feature engineering, and model evaluation
• Hyperparameter tuning for optimal performance
• Integration with AWS services like S3, Lambda, and API Gateway
• Using pre-trained models and deploying AI-driven applications

Requirements

• Basic knowledge of Python programming
• Familiarity with machine learning concepts
• An AWS account for practical exercises
• Internet connection for accessing AWS and course materials

About the Publication

This course is authored by an experienced cloud and AI instructor with years of hands-on experience in machine learning, data science, and AWS technologies. The guidance provided ensures learners receive practical knowledge, enabling immediate application in professional environments.

Explore These Valuable Resources

• Amazon SageMaker Official Documentation
• AWS Machine Learning Services Overview
• Amazon SageMaker Developer Guide

Explore Related Courses

• AWS Machine Learning
• Python Machine Learning
• Data Science Courses
• Artificial Intelligence
• AWS Cloud Training