diff --git a/doc/pub/Introduction/html/Introduction-bs.html b/doc/pub/Introduction/html/Introduction-bs.html
index 2cee96b01..bfac8f3e2 100644
--- a/doc/pub/Introduction/html/Introduction-bs.html
+++ b/doc/pub/Introduction/html/Introduction-bs.html
@@ -43,29 +43,23 @@ Automatically generated HTML file from DocOnce source
{'highest level': 2,
'sections': [('Introduction', 2, None, '___sec0'),
('Learning outcomes', 2, None, '___sec1'),
- ('Machine Learning, short overview', 2, None, '___sec2'),
('Machine Learning, a small (and probably biased) introduction',
2,
None,
- '___sec3'),
- ('Machine Learning, an extremely rich field', 2, None, '___sec4'),
- ('A multidisciplinary approach', 2, None, '___sec5'),
- ('Types of Machine Learning', 2, None, '___sec6'),
- ('Essential elements of ML', 2, None, '___sec7'),
- ('An optimization/minimization problem', 2, None, '___sec8'),
- ('A Frequentist approach to data analysis', 2, None, '___sec9'),
- ('What is a good model?', 2, None, '___sec10'),
- ('What is a good model? Can we define it?', 2, None, '___sec11'),
- ('Practicalities, choice of programming language and other '
- 'computational issues',
- 2,
- None,
- '___sec12'),
- ('Choice of Programming Language', 2, None, '___sec13'),
+ '___sec2'),
+ ('Machine Learning, an extremely rich field', 2, None, '___sec3'),
+ ('A multidisciplinary approach', 2, None, '___sec4'),
+ ('Types of Machine Learning', 2, None, '___sec5'),
+ ('Essential elements of ML', 2, None, '___sec6'),
+ ('An optimization/minimization problem', 2, None, '___sec7'),
+ ('A Frequentist approach to data analysis', 2, None, '___sec8'),
+ ('What is a good model?', 2, None, '___sec9'),
+ ('What is a good model? Can we define it?', 2, None, '___sec10'),
+ ('Choice of Programming Language', 2, None, '___sec11'),
('Data handling, machine learning and ethical aspects',
2,
None,
- '___sec14')]}
+ '___sec12')]}
end of tocinfo -->
@@ -75,7 +69,7 @@ end of tocinfo -->