diff --git a/doc/web/course.dlog b/doc/web/course.dlog
index a3e257c9..7bc5ca44 100644
--- a/doc/web/course.dlog
+++ b/doc/web/course.dlog
@@ -290,3 +290,6 @@ output in course.html
 running mako on course.do.txt to make tmp_mako__course.do.txt
 Translating doconce text in tmp_mako__course.do.txt to html
 output in course.html
+running mako on course.do.txt to make tmp_mako__course.do.txt
+Translating doconce text in tmp_mako__course.do.txt to html
+output in course.html
diff --git a/doc/web/course.do.txt b/doc/web/course.do.txt
index ad7a6276..64944219 100644
--- a/doc/web/course.do.txt
+++ b/doc/web/course.do.txt
@@ -16,17 +16,17 @@ chapters = {
  'week4': 'February 5-9: Importance Sampling and Metropolis-Hastings algorithm',
  'week5': 'February 12-16: Optimization problems, basic ideas', 
  'week6': 'February 19-23: Gradient methods and optimization problems', 
- 'week7': 'February 26-March 1: Gradient methods and optimization problems',
- 'week8': 'March 4-8: Resampling methods',
- 'week9': 'March 11-15: Resampling methods and start optimization and parallelization',  
- 'week10': 'March 18-22: Parallelization', 
+ 'week7': 'February 26-March 1: Bootstrap and Blocking as Resampling methods',
+ 'week8': 'March 4-8: Resampling methods and start optimization of codes',
+ 'week9': 'March 11-15: Optimization and parallelization',  
+ 'week10': 'March 18-22: Deadline for project 1 and summary and discussions of project 1 and possible variants for project 2', 
  'week11': 'March 25-31: Holiday break', 
- 'week12': 'April 1-5: Discussions of project 2', 
- 'week13': 'April 8-12: Boltzmann machines and neural networks',
- 'week14': 'April 15-19:  Boltzmann machines and neural networks',
- 'week15': 'April 22-26: Boltzmann machines and neural networks',
+ 'week12': 'April 1-5: To be added (TBA)', 
+ 'week13': 'April 8-12: TBA',
+ 'week14': 'April 15-19:  TBA',
+ 'week15': 'April 22-26: TBA',
  'week16': 'April 29-May 3: TBA',
- 'week17': 'May 6-10: TBA',
+ 'week17': 'May 6-10: Summary of course and last lecture and lab session',
 }
 %>
 
diff --git a/doc/web/course.html b/doc/web/course.html
index b233dfac..bb55af1d 100644
--- a/doc/web/course.html
+++ b/doc/web/course.html
@@ -149,46 +149,40 @@
                2,
                None,
                'february-19-23-gradient-methods-and-optimization-problems'),
-              ('February 26-March 1: Gradient methods and optimization '
-               'problems',
+              ('February 26-March 1: Bootstrap and Blocking as Resampling '
+               'methods',
                2,
                None,
-               'february-26-march-1-gradient-methods-and-optimization-problems'),
-              ('March 4-8: Resampling methods',
+               'february-26-march-1-bootstrap-and-blocking-as-resampling-methods'),
+              ('March 4-8: Resampling methods and start optimization of codes',
                2,
                None,
-               'march-4-8-resampling-methods'),
-              ('March 11-15: Resampling methods and start optimization and '
-               'parallelization',
+               'march-4-8-resampling-methods-and-start-optimization-of-codes'),
+              ('March 11-15: Optimization and parallelization',
                2,
                None,
-               'march-11-15-resampling-methods-and-start-optimization-and-parallelization'),
-              ('March 18-22: Parallelization',
+               'march-11-15-optimization-and-parallelization'),
+              ('March 18-22: Deadline for project 1 and summary and '
+               'discussions of project 1 and possible variants for project 2',
                2,
                None,
-               'march-18-22-parallelization'),
+               'march-18-22-deadline-for-project-1-and-summary-and-discussions-of-project-1-and-possible-variants-for-project-2'),
               ('March 25-31: Holiday break',
                2,
                None,
                'march-25-31-holiday-break'),
-              ('April 1-5: Discussions of project 2',
+              ('April 1-5: To be added (TBA)',
                2,
                None,
-               'april-1-5-discussions-of-project-2'),
-              ('April 8-12: Boltzmann machines and neural networks',
-               2,
-               None,
-               'april-8-12-boltzmann-machines-and-neural-networks'),
-              ('April 15-19:  Boltzmann machines and neural networks',
-               2,
-               None,
-               'april-15-19-boltzmann-machines-and-neural-networks'),
-              ('April 22-26: Boltzmann machines and neural networks',
+               'april-1-5-to-be-added-tba'),
+              ('April 8-12: TBA', 2, None, 'april-8-12-tba'),
+              ('April 15-19:  TBA', 2, None, 'april-15-19-tba'),
+              ('April 22-26: TBA', 2, None, 'april-22-26-tba'),
+              ('April 29-May 3: TBA', 2, None, 'april-29-may-3-tba'),
+              ('May 6-10: Summary of course and last lecture and lab session',
                2,
                None,
-               'april-22-26-boltzmann-machines-and-neural-networks'),
-              ('April 29-May 3: TBA', 2, None, 'april-29-may-3-tba'),
-              ('May 6-10: TBA', 2, None, 'may-6-10-tba'),
+               'may-6-10-summary-of-course-and-last-lecture-and-lab-session'),
               ('Projects Spring 2023', 2, None, 'projects-spring-2023'),
               ('Project 1, Variational Monte Carlo studies of Quantum '
                'Mechanical Systems, deadline March 31',
@@ -368,7 +362,7 @@ <h2 id="february-19-23-gradient-methods-and-optimization-problems">February 19-2
    <li> <a href="http://compphysics.github.io/ComputationalPhysics2/doc/pub/week6/ipynb/week6.ipynb" target="_self">ipynb file</a></li>
 </ul>
 </ul>
-<h2 id="february-26-march-1-gradient-methods-and-optimization-problems">February 26-March 1: Gradient methods and optimization problems </h2>
+<h2 id="february-26-march-1-bootstrap-and-blocking-as-resampling-methods">February 26-March 1: Bootstrap and Blocking as Resampling methods </h2>
 
 <ul>
  <li> LaTeX PDF:</li>
@@ -389,7 +383,7 @@ <h2 id="february-26-march-1-gradient-methods-and-optimization-problems">February
    <li> <a href="http://compphysics.github.io/ComputationalPhysics2/doc/pub/week7/ipynb/week7.ipynb" target="_self">ipynb file</a></li>
 </ul>
 </ul>
-<h2 id="march-4-8-resampling-methods">March 4-8: Resampling methods </h2>
+<h2 id="march-4-8-resampling-methods-and-start-optimization-of-codes">March 4-8: Resampling methods and start optimization of codes </h2>
 
 <ul>
  <li> LaTeX PDF:</li>
@@ -410,7 +404,7 @@ <h2 id="march-4-8-resampling-methods">March 4-8: Resampling methods </h2>
    <li> <a href="http://compphysics.github.io/ComputationalPhysics2/doc/pub/week8/ipynb/week8.ipynb" target="_self">ipynb file</a></li>
 </ul>
 </ul>
-<h2 id="march-11-15-resampling-methods-and-start-optimization-and-parallelization">March 11-15: Resampling methods and start optimization and parallelization </h2>
+<h2 id="march-11-15-optimization-and-parallelization">March 11-15: Optimization and parallelization </h2>
 
 <ul>
  <li> LaTeX PDF:</li>
@@ -431,7 +425,7 @@ <h2 id="march-11-15-resampling-methods-and-start-optimization-and-parallelizatio
    <li> <a href="http://compphysics.github.io/ComputationalPhysics2/doc/pub/week9/ipynb/week9.ipynb" target="_self">ipynb file</a></li>
 </ul>
 </ul>
-<h2 id="march-18-22-parallelization">March 18-22: Parallelization </h2>
+<h2 id="march-18-22-deadline-for-project-1-and-summary-and-discussions-of-project-1-and-possible-variants-for-project-2">March 18-22: Deadline for project 1 and summary and discussions of project 1 and possible variants for project 2 </h2>
 
 <ul>
  <li> LaTeX PDF:</li>
@@ -473,7 +467,7 @@ <h2 id="march-25-31-holiday-break">March 25-31: Holiday break </h2>
    <li> <a href="http://compphysics.github.io/ComputationalPhysics2/doc/pub/week11/ipynb/week11.ipynb" target="_self">ipynb file</a></li>
 </ul>
 </ul>
-<h2 id="april-1-5-discussions-of-project-2">April 1-5: Discussions of project 2 </h2>
+<h2 id="april-1-5-to-be-added-tba">April 1-5: To be added (TBA) </h2>
 
 <ul>
  <li> LaTeX PDF:</li>
@@ -494,7 +488,7 @@ <h2 id="april-1-5-discussions-of-project-2">April 1-5: Discussions of project 2
    <li> <a href="http://compphysics.github.io/ComputationalPhysics2/doc/pub/week12/ipynb/week12.ipynb" target="_self">ipynb file</a></li>
 </ul>
 </ul>
-<h2 id="april-8-12-boltzmann-machines-and-neural-networks">April 8-12: Boltzmann machines and neural networks </h2>
+<h2 id="april-8-12-tba">April 8-12: TBA </h2>
 
 <ul>
  <li> LaTeX PDF:</li>
@@ -515,7 +509,7 @@ <h2 id="april-8-12-boltzmann-machines-and-neural-networks">April 8-12: Boltzmann
    <li> <a href="http://compphysics.github.io/ComputationalPhysics2/doc/pub/week13/ipynb/week13.ipynb" target="_self">ipynb file</a></li>
 </ul>
 </ul>
-<h2 id="april-15-19-boltzmann-machines-and-neural-networks">April 15-19:  Boltzmann machines and neural networks </h2>
+<h2 id="april-15-19-tba">April 15-19:  TBA </h2>
 
 <ul>
  <li> LaTeX PDF:</li>
@@ -536,7 +530,7 @@ <h2 id="april-15-19-boltzmann-machines-and-neural-networks">April 15-19:  Boltzm
    <li> <a href="http://compphysics.github.io/ComputationalPhysics2/doc/pub/week14/ipynb/week14.ipynb" target="_self">ipynb file</a></li>
 </ul>
 </ul>
-<h2 id="april-22-26-boltzmann-machines-and-neural-networks">April 22-26: Boltzmann machines and neural networks </h2>
+<h2 id="april-22-26-tba">April 22-26: TBA </h2>
 
 <ul>
  <li> LaTeX PDF:</li>
@@ -578,7 +572,7 @@ <h2 id="april-29-may-3-tba">April 29-May 3: TBA </h2>
    <li> <a href="http://compphysics.github.io/ComputationalPhysics2/doc/pub/week16/ipynb/week16.ipynb" target="_self">ipynb file</a></li>
 </ul>
 </ul>
-<h2 id="may-6-10-tba">May 6-10: TBA </h2>
+<h2 id="may-6-10-summary-of-course-and-last-lecture-and-lab-session">May 6-10: Summary of course and last lecture and lab session </h2>
 
 <ul>
  <li> LaTeX PDF:</li>
diff --git a/doc/web/tmp_mako__course.do.txt b/doc/web/tmp_mako__course.do.txt
index 36a44a0d..56247433 100644
--- a/doc/web/tmp_mako__course.do.txt
+++ b/doc/web/tmp_mako__course.do.txt
@@ -108,7 +108,7 @@ AUTHOR: "Morten Hjorth-Jensen":"http://mhjgit.github.io/info/doc/web/" at Depart
    * "ipynb file": "http://compphysics.github.io/ComputationalPhysics2/doc/pub/week6/ipynb/week6.ipynb"
 
 
-===== February 26-March 1: Gradient methods and optimization problems =====
+===== February 26-March 1: Bootstrap and Blocking as Resampling methods =====
 
 
 
@@ -123,7 +123,7 @@ AUTHOR: "Morten Hjorth-Jensen":"http://mhjgit.github.io/info/doc/web/" at Depart
    * "ipynb file": "http://compphysics.github.io/ComputationalPhysics2/doc/pub/week7/ipynb/week7.ipynb"
 
 
-===== March 4-8: Resampling methods =====
+===== March 4-8: Resampling methods and start optimization of codes =====
 
 
 
@@ -138,7 +138,7 @@ AUTHOR: "Morten Hjorth-Jensen":"http://mhjgit.github.io/info/doc/web/" at Depart
    * "ipynb file": "http://compphysics.github.io/ComputationalPhysics2/doc/pub/week8/ipynb/week8.ipynb"
 
 
-===== March 11-15: Resampling methods and start optimization and parallelization =====
+===== March 11-15: Optimization and parallelization =====
 
 
 
@@ -153,7 +153,7 @@ AUTHOR: "Morten Hjorth-Jensen":"http://mhjgit.github.io/info/doc/web/" at Depart
    * "ipynb file": "http://compphysics.github.io/ComputationalPhysics2/doc/pub/week9/ipynb/week9.ipynb"
 
 
-===== March 18-22: Parallelization =====
+===== March 18-22: Deadline for project 1 and summary and discussions of project 1 and possible variants for project 2 =====
 
 
 
@@ -183,7 +183,7 @@ AUTHOR: "Morten Hjorth-Jensen":"http://mhjgit.github.io/info/doc/web/" at Depart
    * "ipynb file": "http://compphysics.github.io/ComputationalPhysics2/doc/pub/week11/ipynb/week11.ipynb"
 
 
-===== April 1-5: Discussions of project 2 =====
+===== April 1-5: To be added (TBA) =====
 
 
 
@@ -198,7 +198,7 @@ AUTHOR: "Morten Hjorth-Jensen":"http://mhjgit.github.io/info/doc/web/" at Depart
    * "ipynb file": "http://compphysics.github.io/ComputationalPhysics2/doc/pub/week12/ipynb/week12.ipynb"
 
 
-===== April 8-12: Boltzmann machines and neural networks =====
+===== April 8-12: TBA =====
 
 
 
@@ -213,7 +213,7 @@ AUTHOR: "Morten Hjorth-Jensen":"http://mhjgit.github.io/info/doc/web/" at Depart
    * "ipynb file": "http://compphysics.github.io/ComputationalPhysics2/doc/pub/week13/ipynb/week13.ipynb"
 
 
-===== April 15-19:  Boltzmann machines and neural networks =====
+===== April 15-19:  TBA =====
 
 
 
@@ -228,7 +228,7 @@ AUTHOR: "Morten Hjorth-Jensen":"http://mhjgit.github.io/info/doc/web/" at Depart
    * "ipynb file": "http://compphysics.github.io/ComputationalPhysics2/doc/pub/week14/ipynb/week14.ipynb"
 
 
-===== April 22-26: Boltzmann machines and neural networks =====
+===== April 22-26: TBA =====
 
 
 
@@ -258,7 +258,7 @@ AUTHOR: "Morten Hjorth-Jensen":"http://mhjgit.github.io/info/doc/web/" at Depart
    * "ipynb file": "http://compphysics.github.io/ComputationalPhysics2/doc/pub/week16/ipynb/week16.ipynb"
 
 
-===== May 6-10: TBA =====
+===== May 6-10: Summary of course and last lecture and lab session =====