ml-zoomcamp: intro notebook and pandas/numpy notes update

Author: alexeygrigorev

01-intro/07-numpy.md

@@ -326,7 +326,7 @@ In the next lesson we quickly go through the basics of linear algebra, where we
 
 ## Materials
 
-- [Notebook](https://github.com/alexeygrigorev/mlbookcamp-code/blob/master/appendix-c-numpy.ipynb)
+- [Notebook](notebooks/07-numpy.ipynb)
 - [Introduction to NumPy](https://mlbookcamp.com/article/numpy)
 - [NumPy Cheat sheet](https://www.datacamp.com/community/blog/python-numpy-cheat-sheet)
 

01-intro/09-pandas.md

@@ -490,5 +490,5 @@ That's it for this session. The next video is not a lesson - it's a summary of e
 
 ## Materials
 
-- [Notebook](https://github.com/alexeygrigorev/mlbookcamp-code/blob/master/appendix-d-pandas.ipynb)
+- [Notebook](notebooks/09-pandas.ipynb)
 - [Pandas Cheat sheet](https://www.datacamp.com/community/blog/python-pandas-cheat-sheet)

cohorts/2026/data/__pycache__/validate_homework.cpython-312.pyc

@@ -308,7 +308,7 @@
     "    print()\n",
     "    print()\n",
     "    \n",
-    "    prefix = 'https://github.com/alexeygrigorev/mlbookcamp-code/blob/master/course-zoomcamp'\n",
+    "    prefix = 'https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/main'\n",
     "    lesson_page = '%s/%s/%s' % (prefix, folder, row.page_name)\n",
     "\n",
     "    description = [\n",
@@ -337,7 +337,7 @@
     "#         navigation.append(line)\n",
     "    \n",
     "    more_lines = [\n",
-    "        '- Course GitHub repo: https://github.com/alexeygrigorev/mlbookcamp-code/tree/master/course-zoomcamp',\n",
+    "        '- Course GitHub repo: https://github.com/DataTalksClub/machine-learning-zoomcamp',\n",
     "        '- Register here for the course: https://courses.datatalks.club/register/ml-zoomcamp/',\n",
     "       # '- The book - Machine Learning Bookcamp: http://bit.ly/mlbookcamp (Get 40% off with code \"grigorevpc\")',\n",
     "        '',\n",