No provider for Http StaticInjectorError

I am trying to pull the data from my api, and populate it in my ionic app, but it is crashing when I enter the page the data should be populated on. Below are my two .ts files:

import { Component } from '@angular/core';

import { NavController, LoadingController } from 'ionic-angular';
import { RestService } from '../../providers/rest-service/rest-service';

@Component({
  selector: 'page-all-patients',
  templateUrl: 'all-patients.html',
  providers: [RestService]
})
export class AllPatientsPage {
  data: any;
  loading: any;

  constructor(public navCtrl: NavController, public restService: RestService, public loadingCtrl: LoadingController) {

    this.loading = this.loadingCtrl.create({
      content: `
        <ion-spinner></ion-spinner>`
    });
    this.getdata();
  }

  getdata() {
    this.loading.present();
    this.restService.getJsonData().subscribe(
      result => {
        this.data=result.data.children;
        console.log("Success: " + this.data);
      },
      err => {
        console.error("Error : " + err);
      },
      () => {
        this.loading.dismiss();
        console.log('getData completed');
     }
   );
 }
}

and the other file:

import { Http } from '@angular/http';
import { Injectable } from '@angular/core';
import 'rxjs/add/operator/map';

/*
  Generated class for the RestServiceProvider provider.

  See https://angular.io/guide/dependency-injection for more info on providers
  and Angular DI.
*/

@Injectable()
export class RestService {

  constructor(public http: Http) {
    console.log('Hello RestServiceProvider Provider');
  }

  getJsonData() {
    // return Promise.resolve(this.data);

     return this.http.get('url').map(res => res.json());
   }

}

I have tried using the HttpModule as well, but it is a fatal error. The error is as shows:

Error: Uncaught (in promise): Error: StaticInjectorError[Http]: 
  StaticInjectorError[Http]: 
    NullInjectorError: No provider for Http!
Error: StaticInjectorError[Http]: 
  StaticInjectorError[Http]: 
    NullInjectorError: No provider for Http!
    at _NullInjector.get (http://lndapp.wpi.edu:8100/build/vendor.js:1276:19)

I am unsure why there is a no provider error, as this is the provider created through ionic framework

In order to use Http in your app you will need to add the HttpModule to your app.module.ts:

import { BrowserModule } from '@angular/platform-browser';
import { NgModule, ErrorHandler } from '@angular/core';
import { HttpModule } from '@angular/http';
...
  imports: [
    BrowserModule,
    HttpModule,
    IonicModule.forRoot(MyApp),
    IonicStorageModule.forRoot()
  ]

EDIT

As mentioned in the comment below, HttpModule is deprecated now, use import { HttpClientModule } from '@angular/common/http'; Make sure HttpClientModule in your imports:[] array

Update: Angular v6+

For Apps converted from older versions (Angular v2 - v5): HttpModule is now deprecated and you need to replace it with HttpClientModule or else you will get the error too.

1. In your app.module.ts replace import { HttpModule } from '@angular/http'; with the new HttpClientModule import { HttpClientModule} from "@angular/common/http"; Note: Be sure to then update the modules imports[] array by removing the old HttpModule and replacing it with the new HttpClientModule.
2. In any of your services that used HttpModule replace import { Http } from '@angular/http'; with the new HttpClient import { HttpClient } from '@angular/common/http';

3. Update how you handle your Http response. For example - If you have code that looks like this

   http.get('people.json').subscribe((res:Response) => this.people = res.json());

The above code example will result in an error. We no longer need to parse the response, because it already comes back as JSON in the config object.

The subscription callback copies the data fields into the component's config object, which is data-bound in the component template for display.

For more information please see the - Angular HttpClientModule - Official Documentation