lars/FYS-STK4155
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

small typo in schedule

Browse Source
This commit is contained in:
mhjensen
2018-08-13 18:56:10 +02:00
parent 5d1ef96a60
commit 6110287d74
4 changed files with 36 additions and 36 deletions
Download Patch File Download Diff File Expand all files Collapse all files
doc/web/course.do.txt
+2 -2
View File
@@ -222,9 +222,9 @@ Acronyms for textbooks and references to chapter
|----------------------------------------------------------------------------------------------------------------------------|
| Week 34| Introduction and regression analysis | Exercises TBD | HTF chapters 1-3 and "lecture notes":"https://compphysics.github.io/MachineLearning/doc/pub/Regression/html/Regression-bs.html"| No lab first week |
|----------------------------------------------------------------------------------------------------------------------------|
| Week 35 | Regression analysis | Exercises TBD | HTF chapter 3 and and "lecture notes":"https://compphysics.github.io/MachineLearning/doc/pub/Regression/html/Regression-bs.html"| Introduction to Git, GitHub and Python software, Python technicalities and work on exercises|
| Week 35 | Regression analysis | Exercises TBD | HTF chapter 3 and "lecture notes":"https://compphysics.github.io/MachineLearning/doc/pub/Regression/html/Regression-bs.html"| Introduction to Git, GitHub and Python software, Python technicalities and work on exercises|
|----------------------------------------------------------------------------------------------------------------------------|
| Week 36 | Regression analysis and nearest neighbors| Exercises TBD | HTF chapters 3, 4 and 13 and and "lecture notes":"https://compphysics.github.io/MachineLearning/doc/pub/Regression/html/Regression-bs.html" | Work on exercises|
| Week 36 | Regression analysis and nearest neighbors| Exercises TBD | HTF chapters 3, 4 and 13 and "lecture notes":"https://compphysics.github.io/MachineLearning/doc/pub/Regression/html/Regression-bs.html" | Work on exercises|
|----------------------------------------------------------------------------------------------------------------------------|
| Week 37 | Classification and logistic regression | "Presentation of Project 1, deadline October 1":"https://compphysics.github.io/MachineLearning/doc/Projects/2018/Project1/html/Project1-bs.html" | HTF chapter 4 and "lecture notes":"https://compphysics.github.io/MachineLearning/doc/pub/Regression/html/Regression-bs.html" | Work on project 1|
|----------------------------------------------------------------------------------------------------------------------------|
doc/web/course.html
+16 -16
View File
@@ -714,24 +714,24 @@ Acronyms for textbooks and references to chapter
<table border="1">
<thead>
<tr><th align="center">Week and days</th> <th align="center"> Topics to be covered </th> <th align="center"> Projects, exercises and deadlines </th> <th align="center"> Reading assignments </th> <th align="center"> Lab activities </th> </tr>
<tr><th align="center">Week and days</th> <th align="center"> Topics to be covered </th> <th align="center"> Projects, exercises and deadlines </th> <th align="center"> Reading assignments </th> <th align="center"> Lab activities </th> </tr>
</thead>
<tbody>
<tr><td align="center"> Week 34 </td> <td align="center"> Introduction and regression analysis </td> <td align="center"> Exercises TBD </td> <td align="center"> HTF chapters 1-3 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/Regression/html/Regression-bs.html" target="_self">lecture notes</a> </td> <td align="center"> No lab first week </td> </tr>
<tr><td align="center"> Week 35 </td> <td align="center"> Regression analysis </td> <td align="center"> Exercises TBD </td> <td align="center"> HTF chapter 3 and and <a href="https://compphysics.github.io/MachineLearning/doc/pub/Regression/html/Regression-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Introduction to Git, GitHub and Python software, Python technicalities and work on exercises </td> </tr>
<tr><td align="center"> Week 36 </td> <td align="center"> Regression analysis and nearest neighbors </td> <td align="center"> Exercises TBD </td> <td align="center"> HTF chapters 3, 4 and 13 and and <a href="https://compphysics.github.io/MachineLearning/doc/pub/Regression/html/Regression-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Work on exercises </td> </tr>
<tr><td align="center"> Week 37 </td> <td align="center"> Classification and logistic regression </td> <td align="center"> <a href="https://compphysics.github.io/MachineLearning/doc/Projects/2018/Project1/html/Project1-bs.html" target="_self">Presentation of Project 1, deadline October 1</a> </td> <td align="center"> HTF chapter 4 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/Regression/html/Regression-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Work on project 1 </td> </tr>
<tr><td align="center"> Week 38 </td> <td align="center"> Optimization methods </td> <td align="center"> Exercises and project 1 </td> <td align="center"> HTF chapter 5 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/Splines/html/Splines-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Work on project 1, deadline October 1 </td> </tr>
<tr><td align="center"> Week 39 </td> <td align="center"> Statistics, Bayesian statistics </td> <td align="center"> Project 1 </td> <td align="center"> <a href="https://compphysics.github.io/MachineLearning/doc/pub/Bayesian/html/Bayesian-bs.html" target="_self">Lecture notes</a> </td> <td align="center"> Work on Project 1 </td> </tr>
<tr><td align="center"> Week 40 </td> <td align="center"> Statistics, Monte Carlo and Randow walks </td> <td align="center"> Presentation of project 2, deadline November 5 </td> <td align="center"> <a href="https://compphysics.github.io/MachineLearning/doc/pub/Statistics/html/Statistics-bs.html" target="_self">Lecture notes</a> </td> <td align="center"> Deadline project 1, October 1 </td> </tr>
<tr><td align="center"> Week 41 </td> <td align="center"> Statistics, Monte Carlo, Gibbs and Metropolis sampling </td> <td align="center"> Project 2 </td> <td align="center"> <a href="https://compphysics.github.io/MachineLearning/doc/pub/Statistics/html/Statistics-bs.html" target="_self">Lecture notes</a> </td> <td align="center"> Work on project 2 </td> </tr>
<tr><td align="center"> Week 42 </td> <td align="center"> Neural networks </td> <td align="center"> Project 2 </td> <td align="center"> HTF chapter 11 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/NeuralNet/html/NeuralNet-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Work on project 2 </td> </tr>
<tr><td align="center"> Week 43 </td> <td align="center"> Neural networks </td> <td align="center"> Project 2 </td> <td align="center"> HTF chapter 11 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/NeuralNet/html/NeuralNet-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Work on project 2 </td> </tr>
<tr><td align="center"> Week 44 </td> <td align="center"> Neural networks </td> <td align="center"> Project 2 </td> <td align="center"> HTF chapter 11 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/NeuralNet/html/NeuralNet-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Work on project 2 </td> </tr>
<tr><td align="center"> Week 45 </td> <td align="center"> Support Vector Machines </td> <td align="center"> Presentation and discussion of project 3 </td> <td align="center"> HTF chapter 12 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/svm/html/svm-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Deadline project 2 November 5 </td> </tr>
<tr><td align="center"> Week 46 </td> <td align="center"> Decision trees </td> <td align="center"> Project 3 </td> <td align="center"> HTF chapter 9 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/DecisionTrees/html/DecisionTrees-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Work on project 3 </td> </tr>
<tr><td align="center"> Week 47 </td> <td align="center"> Unsupervised learning, Boltzmann machines </td> <td align="center"> Project 3 </td> <td align="center"> HTF chapter 14 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/BM/html/BM-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Work on project 3 </td> </tr>
<tr><td align="center"> Week 48 </td> <td align="center"> Unsupervised learning, summary of course and final workshop </td> <td align="center"> Project 3 </td> <td align="center"> Lecture notes </td> <td align="center"> Final workshop with presentation of project 3 </td> </tr>
<tr><td align="center"> Week 34 </td> <td align="center"> Introduction and regression analysis </td> <td align="center"> Exercises TBD </td> <td align="center"> HTF chapters 1-3 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/Regression/html/Regression-bs.html" target="_self">lecture notes</a> </td> <td align="center"> No lab first week </td> </tr>
<tr><td align="center"> Week 35 </td> <td align="center"> Regression analysis </td> <td align="center"> Exercises TBD </td> <td align="center"> HTF chapter 3 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/Regression/html/Regression-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Introduction to Git, GitHub and Python software, Python technicalities and work on exercises </td> </tr>
<tr><td align="center"> Week 36 </td> <td align="center"> Regression analysis and nearest neighbors </td> <td align="center"> Exercises TBD </td> <td align="center"> HTF chapters 3, 4 and 13 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/Regression/html/Regression-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Work on exercises </td> </tr>
<tr><td align="center"> Week 37 </td> <td align="center"> Classification and logistic regression </td> <td align="center"> <a href="https://compphysics.github.io/MachineLearning/doc/Projects/2018/Project1/html/Project1-bs.html" target="_self">Presentation of Project 1, deadline October 1</a> </td> <td align="center"> HTF chapter 4 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/Regression/html/Regression-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Work on project 1 </td> </tr>
<tr><td align="center"> Week 38 </td> <td align="center"> Optimization methods </td> <td align="center"> Exercises and project 1 </td> <td align="center"> HTF chapter 5 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/Splines/html/Splines-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Work on project 1, deadline October 1 </td> </tr>
<tr><td align="center"> Week 39 </td> <td align="center"> Statistics, Bayesian statistics </td> <td align="center"> Project 1 </td> <td align="center"> <a href="https://compphysics.github.io/MachineLearning/doc/pub/Bayesian/html/Bayesian-bs.html" target="_self">Lecture notes</a> </td> <td align="center"> Work on Project 1 </td> </tr>
<tr><td align="center"> Week 40 </td> <td align="center"> Statistics, Monte Carlo and Randow walks </td> <td align="center"> Presentation of project 2, deadline November 5 </td> <td align="center"> <a href="https://compphysics.github.io/MachineLearning/doc/pub/Statistics/html/Statistics-bs.html" target="_self">Lecture notes</a> </td> <td align="center"> Deadline project 1, October 1 </td> </tr>
<tr><td align="center"> Week 41 </td> <td align="center"> Statistics, Monte Carlo, Gibbs and Metropolis sampling </td> <td align="center"> Project 2 </td> <td align="center"> <a href="https://compphysics.github.io/MachineLearning/doc/pub/Statistics/html/Statistics-bs.html" target="_self">Lecture notes</a> </td> <td align="center"> Work on project 2 </td> </tr>
<tr><td align="center"> Week 42 </td> <td align="center"> Neural networks </td> <td align="center"> Project 2 </td> <td align="center"> HTF chapter 11 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/NeuralNet/html/NeuralNet-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Work on project 2 </td> </tr>
<tr><td align="center"> Week 43 </td> <td align="center"> Neural networks </td> <td align="center"> Project 2 </td> <td align="center"> HTF chapter 11 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/NeuralNet/html/NeuralNet-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Work on project 2 </td> </tr>
<tr><td align="center"> Week 44 </td> <td align="center"> Neural networks </td> <td align="center"> Project 2 </td> <td align="center"> HTF chapter 11 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/NeuralNet/html/NeuralNet-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Work on project 2 </td> </tr>
<tr><td align="center"> Week 45 </td> <td align="center"> Support Vector Machines </td> <td align="center"> Presentation and discussion of project 3 </td> <td align="center"> HTF chapter 12 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/svm/html/svm-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Deadline project 2 November 5 </td> </tr>
<tr><td align="center"> Week 46 </td> <td align="center"> Decision trees </td> <td align="center"> Project 3 </td> <td align="center"> HTF chapter 9 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/DecisionTrees/html/DecisionTrees-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Work on project 3 </td> </tr>
<tr><td align="center"> Week 47 </td> <td align="center"> Unsupervised learning, Boltzmann machines </td> <td align="center"> Project 3 </td> <td align="center"> HTF chapter 14 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/BM/html/BM-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Work on project 3 </td> </tr>
<tr><td align="center"> Week 48 </td> <td align="center"> Unsupervised learning, summary of course and final workshop </td> <td align="center"> Project 3 </td> <td align="center"> Lecture notes </td> <td align="center"> Final workshop with presentation of project 3 </td> </tr>
</tbody>
</table>
doc/web/schedule.do.txt
+2 -2
View File
@@ -28,9 +28,9 @@ Lectures are Thursday and Fridays 1215pm-2pm. The computer lab is (projects and
|----------------------------------------------------------------------------------------------------------------------------|
| Week 34| Introduction and regression analysis | Exercises TBD | HTF chapters 1-3 and "lecture notes":"https://compphysics.github.io/MachineLearning/doc/pub/Regression/html/Regression-bs.html"| No lab first week |
|----------------------------------------------------------------------------------------------------------------------------|
| Week 35 | Regression analysis | Exercises TBD | HTF chapter 3 and and "lecture notes":"https://compphysics.github.io/MachineLearning/doc/pub/Regression/html/Regression-bs.html"| Introduction to Git, GitHub and Python software, Python technicalities and work on exercises|
| Week 35 | Regression analysis | Exercises TBD | HTF chapter 3 and "lecture notes":"https://compphysics.github.io/MachineLearning/doc/pub/Regression/html/Regression-bs.html"| Introduction to Git, GitHub and Python software, Python technicalities and work on exercises|
|----------------------------------------------------------------------------------------------------------------------------|
| Week 36 | Regression analysis and nearest neighbors| Exercises TBD | HTF chapters 3, 4 and 13 and and "lecture notes":"https://compphysics.github.io/MachineLearning/doc/pub/Regression/html/Regression-bs.html" | Work on exercises|
| Week 36 | Regression analysis and nearest neighbors| Exercises TBD | HTF chapters 3, 4 and 13 and "lecture notes":"https://compphysics.github.io/MachineLearning/doc/pub/Regression/html/Regression-bs.html" | Work on exercises|
|----------------------------------------------------------------------------------------------------------------------------|
| Week 37 | Classification and logistic regression | "Presentation of Project 1, deadline October 1":"https://compphysics.github.io/MachineLearning/doc/Projects/2018/Project1/html/Project1-bs.html" | HTF chapter 4 and "lecture notes":"https://compphysics.github.io/MachineLearning/doc/pub/Regression/html/Regression-bs.html" | Work on project 1|
|----------------------------------------------------------------------------------------------------------------------------|
doc/web/schedule.html
+16 -16
View File
@@ -93,24 +93,24 @@ Lectures are Thursday and Fridays 1215pm-2pm. The computer lab is (projects and
<table border="1">
<thead>
<tr><th align="center"> Week </th> <th align="center"> Topics to be covered </th> <th align="center"> Projects, exercises and deadlines </th> <th align="center"> Reading assignments </th> <th align="center"> Lab activities </th> </tr>
<tr><th align="center"> Week </th> <th align="center"> Topics to be covered </th> <th align="center"> Projects, exercises and deadlines </th> <th align="center"> Reading assignments </th> <th align="center"> Lab activities </th> </tr>
</thead>
<tbody>
<tr><td align="center"> Week 34 </td> <td align="center"> Introduction and regression analysis </td> <td align="center"> Exercises TBD </td> <td align="center"> HTF chapters 1-3 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/Regression/html/Regression-bs.html" target="_self">lecture notes</a> </td> <td align="center"> No lab first week </td> </tr>
<tr><td align="center"> Week 35 </td> <td align="center"> Regression analysis </td> <td align="center"> Exercises TBD </td> <td align="center"> HTF chapter 3 and and <a href="https://compphysics.github.io/MachineLearning/doc/pub/Regression/html/Regression-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Introduction to Git, GitHub and Python software, Python technicalities and work on exercises </td> </tr>
<tr><td align="center"> Week 36 </td> <td align="center"> Regression analysis and nearest neighbors </td> <td align="center"> Exercises TBD </td> <td align="center"> HTF chapters 3, 4 and 13 and and <a href="https://compphysics.github.io/MachineLearning/doc/pub/Regression/html/Regression-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Work on exercises </td> </tr>
<tr><td align="center"> Week 37 </td> <td align="center"> Classification and logistic regression </td> <td align="center"> <a href="https://compphysics.github.io/MachineLearning/doc/Projects/2018/Project1/html/Project1-bs.html" target="_self">Presentation of Project 1, deadline October 1</a> </td> <td align="center"> HTF chapter 4 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/Regression/html/Regression-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Work on project 1 </td> </tr>
<tr><td align="center"> Week 38 </td> <td align="center"> Optimization methods </td> <td align="center"> Exercises and project 1 </td> <td align="center"> HTF chapter 5 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/Splines/html/Splines-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Work on project 1, deadline October 1 </td> </tr>
<tr><td align="center"> Week 39 </td> <td align="center"> Statistics, Bayesian statistics </td> <td align="center"> Project 1 </td> <td align="center"> <a href="https://compphysics.github.io/MachineLearning/doc/pub/Bayesian/html/Bayesian-bs.html" target="_self">Lecture notes</a> </td> <td align="center"> Work on Project 1 </td> </tr>
<tr><td align="center"> Week 40 </td> <td align="center"> Statistics, Monte Carlo and Randow walks </td> <td align="center"> Presentation of project 2, deadline November 5 </td> <td align="center"> <a href="https://compphysics.github.io/MachineLearning/doc/pub/Statistics/html/Statistics-bs.html" target="_self">Lecture notes</a> </td> <td align="center"> Deadline project 1, October 1 </td> </tr>
<tr><td align="center"> Week 41 </td> <td align="center"> Statistics, Monte Carlo, Gibbs and Metropolis sampling </td> <td align="center"> Project 2 </td> <td align="center"> <a href="https://compphysics.github.io/MachineLearning/doc/pub/Statistics/html/Statistics-bs.html" target="_self">Lecture notes</a> </td> <td align="center"> Work on project 2 </td> </tr>
<tr><td align="center"> Week 42 </td> <td align="center"> Neural networks </td> <td align="center"> Project 2 </td> <td align="center"> HTF chapter 11 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/NeuralNet/html/NeuralNet-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Work on project 2 </td> </tr>
<tr><td align="center"> Week 43 </td> <td align="center"> Neural networks </td> <td align="center"> Project 2 </td> <td align="center"> HTF chapter 11 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/NeuralNet/html/NeuralNet-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Work on project 2 </td> </tr>
<tr><td align="center"> Week 44 </td> <td align="center"> Neural networks </td> <td align="center"> Project 2 </td> <td align="center"> HTF chapter 11 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/NeuralNet/html/NeuralNet-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Work on project 2 </td> </tr>
<tr><td align="center"> Week 45 </td> <td align="center"> Support Vector Machines </td> <td align="center"> Presentation and discussion of project 3 </td> <td align="center"> HTF chapter 12 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/svm/html/svm-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Deadline project 2 November 5 </td> </tr>
<tr><td align="center"> Week 46 </td> <td align="center"> Decision trees </td> <td align="center"> Project 3 </td> <td align="center"> HTF chapter 9 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/DecisionTrees/html/DecisionTrees-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Work on project 3 </td> </tr>
<tr><td align="center"> Week 47 </td> <td align="center"> Unsupervised learning, Boltzmann machines </td> <td align="center"> Project 3 </td> <td align="center"> HTF chapter 14 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/BM/html/BM-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Work on project 3 </td> </tr>
<tr><td align="center"> Week 48 </td> <td align="center"> Unsupervised learning, summary of course and final workshop </td> <td align="center"> Project 3 </td> <td align="center"> Lecture notes </td> <td align="center"> Final workshop with presentation of project 3 </td> </tr>
<tr><td align="center"> Week 34 </td> <td align="center"> Introduction and regression analysis </td> <td align="center"> Exercises TBD </td> <td align="center"> HTF chapters 1-3 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/Regression/html/Regression-bs.html" target="_self">lecture notes</a> </td> <td align="center"> No lab first week </td> </tr>
<tr><td align="center"> Week 35 </td> <td align="center"> Regression analysis </td> <td align="center"> Exercises TBD </td> <td align="center"> HTF chapter 3 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/Regression/html/Regression-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Introduction to Git, GitHub and Python software, Python technicalities and work on exercises </td> </tr>
<tr><td align="center"> Week 36 </td> <td align="center"> Regression analysis and nearest neighbors </td> <td align="center"> Exercises TBD </td> <td align="center"> HTF chapters 3, 4 and 13 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/Regression/html/Regression-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Work on exercises </td> </tr>
<tr><td align="center"> Week 37 </td> <td align="center"> Classification and logistic regression </td> <td align="center"> <a href="https://compphysics.github.io/MachineLearning/doc/Projects/2018/Project1/html/Project1-bs.html" target="_self">Presentation of Project 1, deadline October 1</a> </td> <td align="center"> HTF chapter 4 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/Regression/html/Regression-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Work on project 1 </td> </tr>
<tr><td align="center"> Week 38 </td> <td align="center"> Optimization methods </td> <td align="center"> Exercises and project 1 </td> <td align="center"> HTF chapter 5 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/Splines/html/Splines-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Work on project 1, deadline October 1 </td> </tr>
<tr><td align="center"> Week 39 </td> <td align="center"> Statistics, Bayesian statistics </td> <td align="center"> Project 1 </td> <td align="center"> <a href="https://compphysics.github.io/MachineLearning/doc/pub/Bayesian/html/Bayesian-bs.html" target="_self">Lecture notes</a> </td> <td align="center"> Work on Project 1 </td> </tr>
<tr><td align="center"> Week 40 </td> <td align="center"> Statistics, Monte Carlo and Randow walks </td> <td align="center"> Presentation of project 2, deadline November 5 </td> <td align="center"> <a href="https://compphysics.github.io/MachineLearning/doc/pub/Statistics/html/Statistics-bs.html" target="_self">Lecture notes</a> </td> <td align="center"> Deadline project 1, October 1 </td> </tr>
<tr><td align="center"> Week 41 </td> <td align="center"> Statistics, Monte Carlo, Gibbs and Metropolis sampling </td> <td align="center"> Project 2 </td> <td align="center"> <a href="https://compphysics.github.io/MachineLearning/doc/pub/Statistics/html/Statistics-bs.html" target="_self">Lecture notes</a> </td> <td align="center"> Work on project 2 </td> </tr>
<tr><td align="center"> Week 42 </td> <td align="center"> Neural networks </td> <td align="center"> Project 2 </td> <td align="center"> HTF chapter 11 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/NeuralNet/html/NeuralNet-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Work on project 2 </td> </tr>
<tr><td align="center"> Week 43 </td> <td align="center"> Neural networks </td> <td align="center"> Project 2 </td> <td align="center"> HTF chapter 11 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/NeuralNet/html/NeuralNet-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Work on project 2 </td> </tr>
<tr><td align="center"> Week 44 </td> <td align="center"> Neural networks </td> <td align="center"> Project 2 </td> <td align="center"> HTF chapter 11 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/NeuralNet/html/NeuralNet-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Work on project 2 </td> </tr>
<tr><td align="center"> Week 45 </td> <td align="center"> Support Vector Machines </td> <td align="center"> Presentation and discussion of project 3 </td> <td align="center"> HTF chapter 12 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/svm/html/svm-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Deadline project 2 November 5 </td> </tr>
<tr><td align="center"> Week 46 </td> <td align="center"> Decision trees </td> <td align="center"> Project 3 </td> <td align="center"> HTF chapter 9 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/DecisionTrees/html/DecisionTrees-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Work on project 3 </td> </tr>
<tr><td align="center"> Week 47 </td> <td align="center"> Unsupervised learning, Boltzmann machines </td> <td align="center"> Project 3 </td> <td align="center"> HTF chapter 14 and <a href="https://compphysics.github.io/MachineLearning/doc/pub/BM/html/BM-bs.html" target="_self">lecture notes</a> </td> <td align="center"> Work on project 3 </td> </tr>
<tr><td align="center"> Week 48 </td> <td align="center"> Unsupervised learning, summary of course and final workshop </td> <td align="center"> Project 3 </td> <td align="center"> Lecture notes </td> <td align="center"> Final workshop with presentation of project 3 </td> </tr>
</tbody>
</table>