SGD doesn't exist in Flux v0.10.0

Same context as “Installed Flux has wrong types”.

I am working through the Deep Learning with Flux.jl and it uses SGD from Flux.jl

julia> ?SGD
search: SGD AMSGrad Signed signed Unsigned unsigned sigmoid issetgid logsigmoid StringIndexError isassigned significand

Couldn't find SGD
Perhaps you meant SGD, Set, Sys, GC, set, Some, sec, sin, sum, LSTM, csc, esc, isa, ans, abs, cis, cos, eps, ARGS or Pkg
  No documentation found.

  Binding SGD does not exist.

Pure SGD is now called Descent in Flux.