Data Science & AI
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MLOps
SageMaker — Hands-On Projects
Go from fundamentals to job-ready SageMaker skills
By Kiran Bedi
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Advanced
English
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What you'll learn
- Understand the core concepts of SageMaker and how they fit together
- Build hands-on projects using SageMaker that you can add to your portfolio
- Apply SageMaker to solve real, practical problems in Data Science & AI
- Follow industry best practices and avoid common SageMaker mistakes
- Gain the confidence to use SageMaker at work and in interviews
Skills you'll gain
SageMaker
Practical Projects
Debugging
Best Practices
Problem Solving
MLOps
About this course
This course is a hands-on, project-driven introduction to SageMaker, part of our Data Science & AI track. Designed for learners in India and beyond, every concept is taught with practical examples and exercises you can add to your portfolio. Taught by Kiran Bedi, it starts from the fundamentals and builds toward real-world, job-ready skills in MLOps. By the end you'll have the confidence to apply SageMaker at work, in interviews, and on Hyrespot-matched roles.
Curriculum
Getting Started
- Welcome and what you'll build video · 08:00 ▶ Free preview
- SageMaker in 10 minutes video · 09:00 ▶ Free preview
- Your first SageMaker walkthrough video · 10:00
- Hands-on exercise video · 11:00
- Building the project — part 2 video · 12:00
Core Concepts
- Hands-on exercise video · 15:00
- Building the project — part 2 video · 16:00
- Best practices from industry video · 17:00
Hands-On Practice
- Best practices from industry video · 10:00
- A real-world case study video · 11:00
- Recap and where to go next video · 12:00
- Setting up your environment video · 13:00
Building Real Projects
- Welcome and what you'll build video · 17:00
- SageMaker in 10 minutes video · 06:00
- Your first SageMaker walkthrough video · 07:00
- Hands-on exercise video · 08:00
- Building the project — part 2 video · 09:00
Going Deeper
- Hands-on exercise video · 12:00
- Building the project — part 2 video · 13:00
- Best practices from industry video · 14:00
Best Practices
- Best practices from industry video · 07:00
- A real-world case study video · 08:00
- Recap and where to go next video · 09:00
- Setting up your environment video · 10:00