Machine Learning Implementation and Operations in AWS

Overview

Machine Learning Implementation Operations in AWS is the fifth Course in the AWS Certified Machine Learning Specialty specialization. The course has a major focus on designing and implementing machine learning solutions for performance, availability, scalability, resiliency, and fault tolerance. This course is divided into two modules and each module is further segmented by Lessons and Video Lectures. This course facilitates learners with approximately 1:00-1:30 Hours Video lectures that provide both Theory and Hands -On knowledge. Also, Graded and Ungraded Quiz are provided with every module in order to test the ability of learners. Module 1: Machine Learning Implementation Operations in AWS-Part 1 Module 2: Machine Learning Implementation Operations in AWS-Part 2 Minimum two year of hands-on experience in architecting, building or running ML/deep learning workloads on the AWS Cloud. By the end of this course, Learners will be able to : -Design machine learning solutions for performance, availability, scalability, resiliency, and fault tolerance -Implement appropriate machine learning services and features for a given problem -Develop machine learning solutions with lab

Syllabus

Machine Learning Implementation and Operations in AWS-Part 1

Welcome to Week 1 of Machine Learning Implementation Operations in AWS Course. This week, we'll get Introduction to the concept of building machine learning solutions. We'll Build machine learning solutions for performance, availability, scalability, resiliency, and fault tolerance. By the end of this week, we'll Recommend and implement the appropriate machine learning services and features for a given problem

Machine Learning Implementation and Operations in AWS-Part 2

Welcome to Week 2 of Machine Learning Implementation Operations in AWS Course. this week we'll Apply basic AWS security practices to machine learning solutions.We'll also Deploy and operationalize machine learning solutions with lab. By the end of last week, we'll be in position to Summarise overall learning of Machine Learning Implementation Operations in AWS Course