Fixing deprecated keyword lr by new learning_rate

[ddanielvaz]

There are deprecated warning when running examples of udacity course, because the keyword was deprecated, running examples with default learning rate (0.01) do not give expected results, confusing the course attendants.

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[MarkDaoust]

Thanks!

[ddanielvaz]

@JosBecker please, could you provide review?