AIFLX

Library / Artificial Intelligence

Certification in Machine Learning and Data Science with AWS

On Udemy

About this course

Description

Take the next step in your cloud-powered AI and machine learning journey! Whether you're an aspiring data scientist, ML engineer, developer, or business leader, this course will equip you with the skills to harness AWS for scalable, real-world data science and machine learning solutions. Learn how services like SageMaker, Glue, Redshift, and QuickSight are transforming industries through data-driven intelligence, automation, and predictive analytics.

Guided by hands-on projects and real-world use cases, you will:

  • Master foundational data science workflows and machine learning principles using AWS cloud services.
  • Gain hands-on experience managing data with S3, Redshift, Glue, and building models with AWS SageMaker.
  • Learn to train, optimize, and deploy ML models at scale using advanced tools like AutoML, hyperparameter tuning, and deep learning frameworks.
  • Explore industry applications in e-commerce, finance, healthcare, and manufacturing using AWS AI/ML solutions.
  • Understand best practices for cost management, security, and automation in cloud-based data science projects.
  • Position yourself for a competitive advantage by building in-demand skills at the intersection of cloud computing, AI, and machine learning.

The Frameworks of the Course· Engaging video lectures, case studies, projects, downloadable resources, and interactive exercises— designed to help you deeply understand how to leverage AWS for data science and machine learning applications.· The course includes industry-specific case studies, cloud-native tools, reference guides, quizzes, self-paced assessments, and hands-on labs to strengthen your ability to build, manage, and deploy ML models using AWS services.· In the first part of the course, you’ll learn the basics of data science, machine learning, and how AWS enables scalable cloud-based solutions.· In

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