- Unsupervised Learning (Edge Detection, Sparce Coding, Learn the features)
- CNNs (Discrete Data)
- RNNs (Sequential Data)
- LSTM: https://discventionstech.wordpress.com/2017/01/23/crux-of-rnns/
- General AI
- Making our app a Progressive Web App would enhance our control over caching and optimistic updates.
- Service Worker
- This will allow us to do periodic background syncs and send push notifications to users.
- @angular/service-worker package from the core team would help with this.
- Server-side rendering, especially for the landing pages would greatly enhance the initial load time.
- Angular Universal will help us accomplish this.
- AOT Build
- Having Ahead of Time build using Angular CLI would speed up rendering as the templates would be precompiled.
- This along with tree shaking would also make our bundles smaller as we wouldn’t need to download the compiler like we do for JIT today.
- Code Splitting
- Creating separate bundles for key routes would allow granular control over the resources we send to the client.
- For instance we’ll not send feature bundle to users who’re not entitled to use it.
- Router Store
- Like we use ngRx store for Redux, we can also levarage @ngrx/router-store to manage app routes.
- We can leverage CLI Schematics to scaffold consistent templates across all artifacts.
- @ngrx/schematics also integrates with the CLI and can help us generate Redux artifacts.
- Angular CDK
- The Angular Component Dev Kit package would help us manage our component layouts, overlays, accessibility etc. features.
- Angular Elements
- This is new in Angular 6 and can be leveraged for exposing our components as the Web Components standard.
- We can use the Storybook library to showcase our UI components library.
- It’ll allows us to view the different states of each component, and interactively develop and test components.
- NgRx Data
- This is a new library that we can leverage along with ngrx entity
- It will help us replace our currently handwritten reducers and selectors and reduce boilerplate.