Update docs/tutorials/02_vqe_advanced_options.ipynb

Co-authored-by: Steve Wood <[email protected]>

docs/tutorials/02_vqe_advanced_options.ipynb

@@ -267,7 +267,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Now, you can inspect an SLSQP run using the [FiniteDiffEstimatorGradient](https://qiskit.org/documentation/stubs/qiskit.algorithms.gradients.FiniteDiffEstimatorGradient.html) from above:"
+    "Now, you can inspect an SLSQP run using the [FiniteDiffEstimatorGradient](https://qiskit.org/ecosystem/algorithms/stubs/qiskit_algorithms.gradients.FiniteDiffEstimatorGradient.html) from above:"
    ]
   },
   {