

AWS Power Hour: Machine Learning
Interested in building applications with artificial intelligence (AI) but don’t know how to get started with machine learning (ML)? Watch our interactive, on-demand series on Twitch to learn the fundamentals and best practices.
Over the course of 8 episodes, AWS expert hosts Jon Dion and Kirsten Dupart demonstrate how to build apps with AI Services from AWS.
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Episode 1: Introduction to Machine Learning for Developers
The first episode in the series will offer an introduction to Machine Learning.
Episode 2: Amazon Textract
Amazon Textract is a service that automatically extracts text and data from scanned documents and can also identify the contents of fields in forms and information stored in tables.
Episode 3: Amazon Comprehend
Amazon Comprehend is a natural language processing (NLP) service that uses machine learning to find insights and relationships in text.
Resources
- Free digital training: Introduction to Amazon Comprehend
- Hands-on tutorial: Using Amazon Textract and Amazon Comprehend to store and analyze scanned image documents.
- Hands-on tutorial: Building an Amazon Comprehend custom entity recognition model and setting up an Amazon Comprehend Custom Entity Recognition real time endpoint for synchronous inference
- Amazon Comprehend Developer Guide
Episode 4: Amazon CodeGuru
Amazon CodeGuru is a developer tool powered by machine learning that provides intelligent recommendations for improving code quality and identifying an application’s most expensive lines of code.
Episode 5: Amazon Kendra
Amazon Kendra delivers powerful natural language search capabilities to your websites and applications. This helps your end users more easily find the information they need within the vast amount of content spread across your company.
Episode 6: Amazon Connect & Amazon Lex
Amazon Connect is a self-service, cloud-based contact center service that makes it easy for any business to deliver better customer service at lower cost. Amazon Lex is a service for building conversational interfaces using voice and text. By integrating these two services you can take advantage of Lex‘s automatic speech recognition (ASR) and natural language processing/understanding (NLU) capabilities to create great self-service experiences for your customers.
Episode 7: Amazon Personalize
Amazon Personalize enables you to improve customer engagement by powering real-time personalized product and content recommendations, and targeted marketing promotions.
Episode 8: Episode Bonus!
Our guest experts will share insights about what developers need to know about ML, with a specific focus on data readiness, understanding and identifying a business problem, and evaluating performance. Then our hosts and all the guests will share what worked well for their unique ML learning journeys.
AWS Training and Certification on Twitch
AWS Training and Certification offers free live and on-demand training on Twitch. Join our experts for live shows and ask questions, chat with the community, and get weekly resources straight to your inbox. Explore all of our on-demand shows for training whenever it suits your schedule.