Introduction
With the advent of Analytics as Service (AaaS) and AaaS platforms (such as Google Cloud Platform), we can now use advanced analytics capabilities – such as image labelling, face recognition, OCR, speech recognition and so on our own applications with minimal hassle.
In this course, you will gain in-depth knowledge about AaaS capabilities, AaaS platforms and get hands-on with creating a simple image recognition application.
Course Outline
- Introduction to Analytics as a Service (AaaS)
- Analytics as Service (AaaS) – Concept
- Ecosystem of AaaS (Software, Platform, Infrastructure)
- AaaS with APIs
- Cloud Analytics Platforms for AaaS
- Common Capabilities of AaaS
- Visual Recognition – Image recognition, face recognition, OCR
- Text – Sentiment / Tone analysis, Entity Recognition
- Conversation – Chatbots
- Search – Retrieve and Rank
- Speech to Text
- Translation
- Using AaaS
- User Interface
- Programmatically (APIs)
- Postman
- How AaaS is used in an Application
- Building blocks of an AaaS Application
- HTML / Javascript
- APIs
- GET / POST Methods
- Authentication
- Communicating with APIs through HTML / Javascript
- Communication formats
- JSON
- Making a simple AaaS Application
- Making a simple AaaS application
- Instagram and Image recognition APIs.
- Next Steps
- AaaS within organizations
- Creating AaaS