All courses
Resource hub
Featured resource
Tech Upskilling Playbook 2025
Tech Upskilling Playbook

Build future-ready tech teams and hit key business milestones with seven proven plays from industry leaders.

Learn more
Hamburger Icon
  • Path icon Learning Path
    • Libraries: This path is only available in the libraries listed. To access this path, purchase a license for the corresponding library.
  • AI
  • Cloud
    •

AWS Machine Learning / AI

9 Courses
17 Hours
Skill IQ

AWS has a number of machine learning and artificial intelligence services and products that can be used in conjunction with each other to make smart applications. In this path you’ll become familiar with them and see each one in action.

Get started

Content in this path

Beginner

In this section you will learn about your first artificial intelligence service that you can use in your application, Amazon Lex.

Course

Getting Started with Amazon Lex

  • by Mike Erickson
  • 2h 5m
  • Nov 04, 2020

Intermediate

In this section you will learn about the bulk of the options for AI on AWS for developers. Each individual course covers a machine learning or artificial intelligence service.

Course

Analyzing Text on AWS with Amazon Comprehend

  • by Mark Nunnikhoven
  • 2h 8m
  • Feb 25, 2020
Course

Building a Voice-enabled Serverless Website with AWS Polly

  • by Raluca Bolovan
  • 1h 46m
  • Jul 10, 2018
Course

Translating Languages on AWS with Amazon Translate

  • by Fernando Medina Corey
  • 2h 31m
  • Mar 08, 2019
Course

Turning Speech into Text on AWS with Amazon Transcribe

  • by Tom Compagno
  • 1h 29m
  • Aug 23, 2019
Course

Extracting Text and Data with Amazon Textract

  • by Ed Freitas
  • 1h 20m
  • Mar 31, 2020

Advanced

In this section you will finish up with one last AI tool, Rekognition, and you'll also learn about the deeper side of machine learning with the powerful Sagemaker and Deep Learning Instances on AWS.

Course

Developing Applications with AWS Rekognition

  • by Alan Jones
  • 1h 27m
  • Feb 19, 2019
Course

Build, Train, and Deploy Machine Learning Models with Amazon SageMaker 1

  • by Jorge Vasquez
  • 2h 41m
  • Jun 08, 2022
Course

Deep Learning Instances and Frameworks on AWS

  • by David Tucker
  • 1h 23m
  • Jul 17, 2019
Try this learning path for free
Access this learning path and other top-rated tech content with a free trial.
Free individual trial Free team trial
Have questions? Get them answered now.
Start a live chat
What You'll Learn
  • Amazon Lex
  • Amazon Comprehend
  • AWS Polly
  • Amazon Translate
  • Amazon Transcribe
  • AWS Rekognition
  • Sagemaker
  • Deep Learning on AWS
Prerequisites
  • This path is for learners who possess a general knowledge of cloud computing and application development. They do not need to be experts in AI or Machine learning but will learn how to use the plug and play options on AWS in their applications.
Related topics
  • AWS Application Development
  • AWS Databases
  • AWS Big Data
Not sure where to start?
With over 500 assessments to choose from, you can see where your skills stand and receive adaptive learning recommendations to fill knowledge gaps in as little as 10 minutes.
Learn more

Learn with the best

Mike Erickson
Mike Erickson
Mike Erickson has worked professionally as a developer, architect and trainer for over 20 years. Over the years he has worked on many different platforms and with many programming languages. For the past several years he has primarily focused on Microsoft technologies. He holds several industry certifications and continually focuses on learning. As a consultant he has worked in multiple industries for clients throughout the United States and internationally. In 2009 he launched the Salt Lake Cit...
Mark Nunnikhoven
Mark Nunnikhoven
Mark Nunnikhoven explores the impact of technology on individuals, organizations, and communities through the lens of privacy and security. Asking the question, ""How can we better protect our information?"", Mark studies the world of cybercrime to better understand the risks and threats to our digital world. As a researcher and educator, he applies this approach by helping organizations around the world use technology transform their work. This provides a unique opportunity to improve their a...
Raluca Bolovan
Raluca Bolovan
Ralu Bolovan is a DevOps engineer specializing in cloud computing, with a penchant for AWS. She runs her own consultancy company, and her clients have included Fortune 500, e-commerce and FinTech companies. She has worked in her career so far in most aspects of technology roles, ranging from front-end development with Django and JavaScript to back-end with microservices in Java 8 and Postgres and more recently as a DevOps engineer and Solutions Architect on AWS, focusing on introducing and enhan...
Fernando Medina Corey
Fernando Medina Corey
Fernando works full time learning the newest trends and tools in application development in order to share them with application developers and architects. Before this, he worked as a Data Engineer at Curalate, where he analyzed data from products used by hundreds of the world's leading visual brands. He also writes frequently about serverless development, and data and security topics. He especially enjoys helping others learn about cloud infrastructure offerings to better support the needs of d...
Tom Compagno
Tom Compagno
Tom has spent over 24 years across multiple industries building products and platforms including: banking, tele-communications, e-commerce, retail, and manufacturing. He has designed and built recommendation engines, consumer banking platforms, and mobile applications, as well as business and consumer facing e-commerce SaaS platforms. Recently he leveraged his technology background to build business, product, and IT strategies for companies like O.C Tanner, State Farm, and USAA Insurance. He is ...
Ed Freitas
Ed Freitas
Eduardo is a technology enthusiast, software architect and customer success advocate. He's designed enterprise .NET solutions that extract, validate and automate critical business processes such as Accounts Payable and Mailroom solutions for all types of organizations. He's designed and supported production systems for global names such as Coca Cola, Enel, Pirelli, Fiat-Chrysler, Xerox and many others. He's a well-known specialist in the Enterprise Content Management market segment, specifically...
Alan Jones
Alan Jones
Alan Jones has worked in software development for over 25 years. He has experience in Web, PC, and embedded technologies for the Telecommunications industry. His latest interests are cloud (specifically Amazon Web Service) and Android app development.
Jorge Vasquez
Jorge Vasquez
Jorge is a passionate person who loves building quality software that allows people to solve their problems. He also loves to teach, that's why he works several years ago teaching programming and software development to university students. He has experience developing highly performant backend systems with Java and Node.js, building ETL processes with Python and Scala and working with cloud platforms such as Amazon Web Services. His current areas of interest include Deep Neural Networks, Comput...
David Tucker
David Tucker
David is a Webby Award winning cloud development consultant that focuses on cloud native web, mobile, and IoT applications. For over fifteen years as a consultant David has led custom software development on emerging platforms for companies such as FedEx, AT&T, Sony Music, Intel, Comcast, Herman Miller, Principal Financial, and Adobe (as well as many others). David regularly writes and speaks on the digital landscape with published works for O'Reilly and Lynda.com. He has written for Mashable,...

Join our learners and upskill
in leading technologies