YoVDO

Developing Machine Learning Applications

Offered By: Amazon via Independent

Tags

Machine Learning Courses Amazon Web Services (AWS) Courses Recommender Systems Courses Amazon SageMaker Courses Anomaly Detection Courses Advanced Analytics Courses

Course Description

Overview

In this curriculum, we’ll explore Amazon’s fully managed ML platform, Amazon SageMaker. Specifically, we’ll discuss how to train and tune models, how certain algorithms are built in, how you can bring your own algorithm, and how to build for particular use cases like recommender systems or anomaly detection.

 

 


Syllabus

  1. Introduction to Amazon SageMaker
  2. Introduction to Amazon SageMaker Neo
  3. Machine Learning Algorithms Explained
  4. Automatic Model Tuning in Amazon SageMaker
  5. Advanced Analytics with Amazon SageMaker
  6. Anomaly Detection on AWS
  7. Building Recommendation Systems with MXNet and GluOn

 


Tags

Related Courses

Introduction to Recommender Systems
University of Minnesota via Coursera Text Retrieval and Search Engines
University of Illinois at Urbana-Champaign via Coursera Machine Learning: Recommender Systems & Dimensionality Reduction
University of Washington via Coursera Java Programming: Build a Recommendation System
Duke University via Coursera Introduction to Recommender Systems: Non-Personalized and Content-Based
University of Minnesota via Coursera