Alibaba Cloud Machine Learning Platform for AI

Developed with Alibaba Cloud
Alibaba Cloud
This content is developed in partnership with Alibaba Cloud
DifficultyIntermediate
AVG Duration5h
Students70
Ratings
5/5
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Content
66

Description

This learning path takes an in-depth look at Alibaba Cloud's machine learning offering: Platform for Artificial Intelligence (PAI). We will start with an introduction to the service and you'll begin to get an idea of its capabilities.

Then we'll move on to look at the features of PAI in more detail, focusing on visual development with PAI-Studio, notebook-style development using PAI-DSW (Data Science Workshop), image classification, sentiment analysis, and product recommendation.

Learning Objectives

  • Get a foundational understanding of Alibaba Cloud's PAI service
  • Learn how to use PAI-Studio for visual development
  • Learn the basic concepts, functional characteristics, and basic operations of PAI-DSW
  • Learn how to carry out image classification, sentiment analysis, and product recommendation using PAI

Intended Audience

This learning path is intended for anyone interested in Alibaba Cloud's machine learning platform and how it can be used.

Prerequisites

To get the most out of this learning path, you should be familiar with the Alibaba Cloud platform and have a good understanding of machine learning concepts.

Certificate

Your certificate for this learning path

Training Content

1
Course - Intermediate - 49m
Introduction to Alibaba Cloud PAI (Platform for Artificial Intelligence)
This course explores Alibaba Cloud PAI and introduces the main features and capabilities of the service.
2
Exam - 30m
Knowledge Check: Introduction to Alibaba Cloud PAI
Knowledge Check: Introduction to Alibaba Cloud PAI
3
Course - Intermediate - 36m
Visual Development with Alibaba Cloud PAI-Studio
This course introduces visual development through PAI including an introduction to the basic concepts and a practical demo from the platform.
4
Exam - 30m
Knowledge Check: Visual Development with Alibaba Cloud PAI-Studio
Knowledge Check: Visual Development with Alibaba Cloud PAI-Studio
5
Course - Intermediate - 22m
Notebook Style Development with Alibaba Cloud PAI-DSW
In this section, we will look at another component that PAI provides, PAI-DSW, and the approach of development based on Notebook.
6
Exam - 30m
Knowledge Check: Notebook Style Development with Alibaba Cloud PAI-DSW
Knowledge Check: Notebook Style Development with Alibaba Cloud PAI-DSW
7
Course - Intermediate - 41m
Applications of Alibaba Cloud PAI: Image Classification
8
Exam - 30m
Knowledge Check: Applications of Alibaba Cloud PAI: Image Classification
Knowledge Check: Applications of Alibaba Cloud PAI: Image Classification
9
Course - Intermediate - 34m
Applications of Alibaba Cloud PAI: Sentiment Analysis
In this section, we will introduce the content related to sentiment analysis.
10
Exam - 30m
Knowledge Check: Applications of Alibaba Cloud PAI: Sentiment Analysis
Knowledge Check: Applications of Alibaba Cloud PAI: Sentiment Analysis
11
Course - Intermediate - 34m
Applications of Alibaba Cloud PAI: Product Recommendation
This course covers product recommendation using PAI, looking at the basic concept and application of the recommendation system.
12
Exam - 30m
Knowledge Check: Applications of Alibaba Cloud PAI: Product Recommendation
Knowledge Check: Applications of Alibaba Cloud PAI: Product Recommendation
About the Author
Students502
Courses18
Learning paths2

Alibaba Cloud, founded in 2009, is a global leader in cloud computing and artificial intelligence, providing services to thousands of enterprises, developers, and governments organizations in more than 200 countries and regions. Committed to the success of its customers, Alibaba Cloud provides reliable and secure cloud computing and data processing capabilities as a part of its online solutions.