Http: Server Gave Http Response to Https Client

I am using go to consume the google maps geocoding API, but I keep getting this error:

The HTTP request failed with error Get  /maps/api/geocode/json?address=Bangalore&key=KEY: http: server gave HTTP response to HTTPS client

The url in the error works fine in my browser and gives the appropriate response, but won't give what I want in the code snippet below:

package main

import(
    "fmt"
    "io/ioutil"
    "net/http"
)

func main()  {
    key := "mysecretkey"
    location := "Bangalore"
    url := ""+location+"&key="+key
    fmt.Println("Starting the application...")
    response, err := http.Get(url)

    if err!=nil{
        fmt.Printf("The HTTP request failed with error %s\n", err)
    }else {
        data, _ := ioutil.ReadAll(response.Body)
        fmt.Println(string(data))
    }
}