diff --git a/pandas/core/generic.py b/pandas/core/generic.py
index 668672ed05f72..0880e6730fd93 100644
--- a/pandas/core/generic.py
+++ b/pandas/core/generic.py
@@ -8569,8 +8569,8 @@ def asfreq(
 
         Notes
         -----
-        To learn more about the frequency strings, please see `this link
-        <https://pandas.pydata.org/pandas-docs/stable/user_guide/timeseries.html#offset-aliases>`__.
+        To learn more about the frequency strings, please see
+        :ref:`this link<timeseries.offset_aliases>`.
 
         Examples
         --------
diff --git a/pandas/core/groupby/groupby.py b/pandas/core/groupby/groupby.py
index 7c9fe0df9d022..668c9863612d8 100644
--- a/pandas/core/groupby/groupby.py
+++ b/pandas/core/groupby/groupby.py
@@ -3643,8 +3643,8 @@ def rolling(
             If a timedelta, str, or offset, the time period of each window. Each
             window will be a variable sized based on the observations included in
             the time-period. This is only valid for datetimelike indexes.
-            To learn more about the offsets & frequency strings, please see `this link
-            <https://pandas.pydata.org/pandas-docs/stable/user_guide/timeseries.html#offset-aliases>`__.
+            To learn more about the offsets & frequency strings, please see
+            :ref:`this link<timeseries.offset_aliases>`.
 
             If a BaseIndexer subclass, the window boundaries
             based on the defined ``get_window_bounds`` method. Additional rolling
diff --git a/pandas/core/groupby/grouper.py b/pandas/core/groupby/grouper.py
index 9179bec86f660..1578bde0781ef 100644
--- a/pandas/core/groupby/grouper.py
+++ b/pandas/core/groupby/grouper.py
@@ -79,8 +79,7 @@ class Grouper:
     freq : str / frequency object, defaults to None
         This will groupby the specified frequency if the target selection
         (via key or level) is a datetime-like object. For full specification
-        of available frequencies, please see `here
-        <https://pandas.pydata.org/pandas-docs/stable/user_guide/timeseries.html#offset-aliases>`_.
+        of available frequencies, please see :ref:`here<timeseries.offset_aliases>`.
     sort : bool, default to False
         Whether to sort the resulting labels.
     closed : {'left' or 'right'}
diff --git a/pandas/core/indexes/datetimes.py b/pandas/core/indexes/datetimes.py
index 282a11122211b..b7d2437cbaa44 100644
--- a/pandas/core/indexes/datetimes.py
+++ b/pandas/core/indexes/datetimes.py
@@ -246,8 +246,8 @@ class DatetimeIndex(DatetimeTimedeltaMixin):
 
     Notes
     -----
-    To learn more about the frequency strings, please see `this link
-    <https://pandas.pydata.org/pandas-docs/stable/user_guide/timeseries.html#offset-aliases>`__.
+    To learn more about the frequency strings, please see
+    :ref:`this link<timeseries.offset_aliases>`.
 
     Examples
     --------
@@ -896,8 +896,8 @@ def date_range(
     ``DatetimeIndex`` will have ``periods`` linearly spaced elements between
     ``start`` and ``end`` (closed on both sides).
 
-    To learn more about the frequency strings, please see `this link
-    <https://pandas.pydata.org/pandas-docs/stable/user_guide/timeseries.html#offset-aliases>`__.
+    To learn more about the frequency strings, please see
+    :ref:`this link<timeseries.offset_aliases>`.
 
     Examples
     --------
@@ -1083,8 +1083,8 @@ def bdate_range(
     for ``bdate_range``.  Use ``date_range`` if specifying ``freq`` is not
     desired.
 
-    To learn more about the frequency strings, please see `this link
-    <https://pandas.pydata.org/pandas-docs/stable/user_guide/timeseries.html#offset-aliases>`__.
+    To learn more about the frequency strings, please see
+    :ref:`this link<timeseries.offset_aliases>`.
 
     Examples
     --------
diff --git a/pandas/core/indexes/interval.py b/pandas/core/indexes/interval.py
index 7695193a15608..ea3e848356ab5 100644
--- a/pandas/core/indexes/interval.py
+++ b/pandas/core/indexes/interval.py
@@ -1004,8 +1004,8 @@ def interval_range(
     ``IntervalIndex`` will have ``periods`` linearly spaced elements between
     ``start`` and ``end``, inclusively.
 
-    To learn more about datetime-like frequency strings, please see `this link
-    <https://pandas.pydata.org/pandas-docs/stable/user_guide/timeseries.html#offset-aliases>`__.
+    To learn more about datetime-like frequency strings, please see
+    :ref:`this link<timeseries.offset_aliases>`.
 
     Examples
     --------
diff --git a/pandas/core/indexes/period.py b/pandas/core/indexes/period.py
index 4aee8293049f1..edd1fdd4da943 100644
--- a/pandas/core/indexes/period.py
+++ b/pandas/core/indexes/period.py
@@ -551,8 +551,8 @@ def period_range(
     Of the three parameters: ``start``, ``end``, and ``periods``, exactly two
     must be specified.
 
-    To learn more about the frequency strings, please see `this link
-    <https://pandas.pydata.org/pandas-docs/stable/user_guide/timeseries.html#offset-aliases>`__.
+    To learn more about the frequency strings, please see
+    :ref:`this link<timeseries.offset_aliases>`.
 
     Examples
     --------
diff --git a/pandas/core/indexes/timedeltas.py b/pandas/core/indexes/timedeltas.py
index 485c7a1ce08cd..a929687544876 100644
--- a/pandas/core/indexes/timedeltas.py
+++ b/pandas/core/indexes/timedeltas.py
@@ -109,8 +109,8 @@ class TimedeltaIndex(DatetimeTimedeltaMixin):
 
     Notes
     -----
-    To learn more about the frequency strings, please see `this link
-    <https://pandas.pydata.org/pandas-docs/stable/user_guide/timeseries.html#offset-aliases>`__.
+    To learn more about the frequency strings, please see
+    :ref:`this link<timeseries.offset_aliases>`.
 
     Examples
     --------
@@ -311,8 +311,8 @@ def timedelta_range(
     ``TimedeltaIndex`` will have ``periods`` linearly spaced elements between
     ``start`` and ``end`` (closed on both sides).
 
-    To learn more about the frequency strings, please see `this link
-    <https://pandas.pydata.org/pandas-docs/stable/user_guide/timeseries.html#offset-aliases>`__.
+    To learn more about the frequency strings, please see
+    :ref:`this link<timeseries.offset_aliases>`.
 
     Examples
     --------
diff --git a/pandas/core/window/rolling.py b/pandas/core/window/rolling.py
index aa55dd41f0997..ac2c10447dee9 100644
--- a/pandas/core/window/rolling.py
+++ b/pandas/core/window/rolling.py
@@ -872,8 +872,8 @@ class Window(BaseWindow):
         If a timedelta, str, or offset, the time period of each window. Each
         window will be a variable sized based on the observations included in
         the time-period. This is only valid for datetimelike indexes.
-        To learn more about the offsets & frequency strings, please see `this link
-        <https://pandas.pydata.org/pandas-docs/stable/user_guide/timeseries.html#offset-aliases>`__.
+        To learn more about the offsets & frequency strings, please see
+        :ref:`this link<timeseries.offset_aliases>`.
 
         If a BaseIndexer subclass, the window boundaries
         based on the defined ``get_window_bounds`` method. Additional rolling