Udemy – MLOps with AWS – Bootcamp – Zero to Hero Series 2025-1

Udemy – MLOps with AWS – Bootcamp – Zero to Hero Series 2025-1 Downloadly IRSpace

Apr 17, 2025 - 12:47 Updated: Apr 21, 2025 - 04:54

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Udemy – MLOps with AWS – Bootcamp – Zero to Hero Series 2025-1

MLOps with AWS – Bootcamp – Zero to Hero Series, is a practical learning course for data scientists and DevOps engineers with AWS, published by Udemy Academy. Brush up on your MLOps knowledge. Increase your AI/ML (Artificial Intelligence and Machine Learning) mastery on AWS with expert guidance. Empower Your MLOps Journey: Unleash AI/ML Mastery on AWS with Expert Guidance – From Notebook to Production Operation

This comprehensive course is designed for individuals aspiring to excel in artificial intelligence and machine learning (AI/ML) development or data science roles, approaching them with a Production Level mindset. Throughout this course, you will enhance your skills in designing, building, deploying, optimizing, training, tuning, and maintaining ML solutions for real-world business challenges, leveraging the power of the AWS Cloud in conjunction with DevOps best practices tailored for Machine Learning.

While you may already possess a fundamental understanding of machine learning, it’s essential to recognize that employers seek more than just the basics that can be run on a local notebook.

What you will learn in the MLOps with AWS – Bootcamp – Zero to Hero Series:

Configuring the CI/CD Pipeline for Machine Learning Projects
Ability to track the source code & training images, configuration files with Git Based Repository – AWS CodeCommit
Ability to Perform the Build using AWS CodeBuild
Ability to Deploy the Application on Server using AWS CodeDeploy
Orchestrate the MLOps steps using AWS CodePipeline
Identify appropriate AWS services to implement ML solutions
Perform the Load testing
Monitoring the End Point Performance
Monitoring the Model Drift
The ability to follow model-training best practices
The ability to follow deployment best practices
The ability to follow operational best practices

Who is this course suitable for:

Anyone preparing for Data Science , Machine Learning & Deep Learning Interviews
Anyone interested in learning how Machine Learning is implemented on Large scale data
Anyone interested in AWS cloud-based machine learning and data science
Anyone looking to learn the best practices to deploy the Machine Learning Models on Cloud
Anyone looking to learn the best practices to Operationalize the Machine Learning Models

Course specifications

Publisher: Udemy
Instructor: Manifold AI Learning ®
Language: English
Training level: Introductory to Advanced
Number of courses: 186
Training duration: 37 hours and 47 minutes

Course topics

MLOps with AWS - Bootcamp - Zero to Hero Series

Course prerequisites

Basic knowledge of AWS
Account with AWS for practical Hand-On
Basic knowledge of Machine Learning & Deep Learning

Pictures

MLOps with AWS - Bootcamp - Zero to Hero Series

MLOps with AWS – Bootcamp – Zero to Hero Series introduction video

Installation guide

After Extract, watch with your favorite Player.

Subtitle: English

Quality: 720p, 1080p

Previous title:

Master Practical MLOps for Data Scientists & DevOps on AWS

Changes:

Version 2024/5 compared to 2023/9 has increased the number of 11 lessons and the duration of 5 hours and 25 minutes.

Version 2024/8 compared to 2024/5 has increased the number of 2 lessons and the duration of 53 minutes. Also, the Quality of the course has increased from 720p to 1080p.

The 2025/1 version has increased by 19 lessons and a duration of 3 hours and 46 minutes compared to 2024/8.

Udemy – MLOps with AWS – Bootcamp – Zero to Hero Series 2025-1