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Sentiment Analysis of Video with AWS Services you own this product

prerequisites
intermediate Python • basics of AWS • basics of cloud architecture
skills learned
create a serverless project and event-driven architecture with AWS Chalice • video manipulation with AWS Transcoder and Amazon Transcribe • sentiment analysis with Amazon Comprehend
Eduard Céspedes Borràs
4 weeks · 6-8 hours per week · INTERMEDIATE
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In this liveProject, you’ll make use of Amazon Web Services tools to convert customer review videos to text for sentiment analysis. You’ll step into the role of a developer at a startup that offers a video alternative to feedback surveys, and help scale up your current platform so that it can handle thousands of incoming videos.


You’ll start creating your highly scalable solution with secure uploading, then build a video processing pipeline using event-based architectures. You use AWS Elastic Transcoder and Amazon Transcribe to transcribe video to text, and Amazon Comprehend to run sentiment analysis to determine whether feedback is positive or negative.

This project is designed for learning purposes and is not a complete, production-ready application or solution.

book resources

When you start your liveProject, you get full access to the following books for 90 days.

project author

Eduard Cespedes
Eduard Céspedes Borràs is a Solution Architect at the European Union Intellectual Property Office, EUIPO. He has co-founded two companies and worked as a professor at La Salle University and at Autonomous University of Barcelona (UAB). After being in many management and technical lead positions, he has specialized in Architecture Scalability, helping companies around the world overcome their scalability challenges.

prerequisites

This liveProject is for programmers interested in serverless architecture, who know the basics of Python and web development. To begin this liveProject you will need to be familiar with the following:


TOOLS
  • Intermediate Python
  • Basic pip
  • Basic browser development tools
  • Basics of AWS
TECHNIQUES
  • Basics of Event-Driven Architecture
  • Basics of Cloud Architecture
  • Basics of object oriented programming

you will learn

In this liveProject, you’ll learn to create a full project in AWS, and use video services in AWS with a high concurrency and scalability.


  • Interact with services and respond to events with AWS Lambda
  • Create REST API endpoints with AWS Gateway
  • Store objects with AWS S3
  • Broadcast events with AWS SQS
  • Store database information with AWS DynamoDB
  • Create a serverless project and event-driven architecture with AWS Chalice
  • Video manipulation with AWS Transcoder and Amazon Transcribe
  • Sentiment analysis with Amazon Comprehend

features

Self-paced
You choose the schedule and decide how much time to invest as you build your project.
Project roadmap
Each project is divided into several achievable steps.
Get Help
While within the liveProject platform, get help from other participants and our expert mentors.
Compare with others
For each step, compare your deliverable to the solutions by the author and other participants.
book resources
Get full access to select books for 90 days. Permanent access to excerpts from Manning products are also included, as well as references to other resources.
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