diff --git a/Doc/faq/programming.rst b/Doc/faq/programming.rst
index b9ed534..16fabe1 100644
--- a/Doc/faq/programming.rst
+++ b/Doc/faq/programming.rst
@@ -1204,7 +1204,7 @@
    A = [[None] * w for i in range(h)]
 
 Or, you can use an extension that provides a matrix datatype; `Numeric Python
-<http://numpy.scipy.org/>`_ is the best known.
+<http://www.numpy.org/>`_ is the best known.
 
 
 How do I apply a method to a sequence of objects?
diff --git a/Doc/library/array.rst b/Doc/library/array.rst
index d34cf38..1766d47 100644
--- a/Doc/library/array.rst
+++ b/Doc/library/array.rst
@@ -268,9 +268,7 @@
       Packing and unpacking of External Data Representation (XDR) data as used in some
       remote procedure call systems.
 
-   `The Numerical Python Manual <http://numpy.sourceforge.net/numdoc/HTML/numdoc.htm>`_
+   `The Numerical Python Documentation <http://docs.scipy.org/doc/>`_
       The Numeric Python extension (NumPy) defines another array type; see
-      http://numpy.sourceforge.net/ for further information about Numerical Python.
-      (A PDF version of the NumPy manual is available at
-      http://numpy.sourceforge.net/numdoc/numdoc.pdf).
+      http://www.numpy.org/ for further information about Numerical Python.
 
diff --git a/Misc/ACKS b/Misc/ACKS
index 4842026..92fffc6 100644
--- a/Misc/ACKS
+++ b/Misc/ACKS
@@ -1139,6 +1139,7 @@
 Milan Zamazal
 Artur Zaprzala
 Mike Zarnstorff
+Yury V. Zaytsev
 Siebren van der Zee
 Nickolai Zeldovich
 Uwe Zessin