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schedule-v1 [2018/01/21 15:19] (current)
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 +====== Schedule ======
 +
 +===== Announcements =====
 +
 +Lecture videos are available at this [[https://​colostate.instructure.com/​courses/​61937/​external_tools/​2755|CS445 video recordings site]].
 +
 +
 +===== January =====
 +
 +|< 100% 10% 20% 30% 20% 20%  >|
 +^  Week      ^  Topic      ^  Material ​ ^  Reading ​         ^  Assignments ​ ^
 +| Week 1:\\  Jan 16 - Jan 19    | Overview. Intro to machine learning. Python. ​ | [[http://​nbviewer.ipython.org/​url/​www.cs.colostate.edu/​~anderson/​cs445/​notebooks/​01 Course Overview.ipynb|01 Course Overview]]\\ [[http://​nbviewer.ipython.org/​url/​www.cs.colostate.edu/​~anderson/​cs445/​notebooks/​02 Matrices and Plotting.ipynb|02 Matrices and Plotting]] ​ | [[http://​www.labri.fr/​perso/​nrougier/​from-python-to-numpy/​|From Python to Numpy]], Chapters 1 - 2\\ [[http://​www.deeplearningbook.org/​|Deep Learning]], Chapters 1 - 5.1.4  |
 +| Week 2:\\ Jan 22 - Jan 26    | Fitting linear models to data as a direct matrix calculation,​ and incrementally using stochastic gradient descent (SGD)  | [[http://​nbviewer.ipython.org/​url/​www.cs.colostate.edu/​~anderson/​cs445/​notebooks/​03 Linear Regression.ipynb|03 Linear Regression]]\\ [[http://​nbviewer.ipython.org/​url/​www.cs.colostate.edu/​~anderson/​cs445/​notebooks/​04 Linear Regression Using Stochastic Gradient Descent (SGD).ipynb|04 Linear Regression Using Stochastic Gradient Descent (SGD)]] ​ |
 +| Week 3:\\ Jan 29 - Feb 2    |  |  |  | [[http://​nbviewer.ipython.org/​url/​www.cs.colostate.edu/​~anderson/​cs445/​notebooks/​A1 Linear Regression.ipynb|A1 Linear Regression]] due Tuesday, January 30, 10:00 PM  |
 +
 +===== February =====
 +
 +|< 100% 10% 20% 30% 20% 20%  >|
 +^  Week      ^  Topic      ^  Material ​ ^  Reading ​         ^  Assignments ​ ^
 +| Week 4:\\ Feb 5 - Feb 9   ​| ​
 +| Week 5:\\ Feb 12 - Feb 16  | 
 +| Week 6:\\ Feb 19 - Feb 23  | 
 +| Week 7:\\ Feb 26 - Mar 2  | 
 +
 +===== March =====
 +
 +|< 100% 10% 20% 30% 20% 20%  >|
 +^  Week      ^  Topic      ^  Material ​ ^  Reading ​         ^  Assignments ​ ^
 +| Week 8:\\ Mar 5 - Mar 9   ​| ​
 +|  Mar 12 - Mar 16  |  Spring Break  |
 +| Week 9:\\ Mar 19 - Mar 23 | 
 +| Week 10:\\ Mar 26 - Mar 30  | 
 +
 +===== April =====
 +
 +|< 100% 10% 20% 30% 20% 20%  >|
 +^  Week      ^  Topic      ^  Material ​ ^  Reading ​         ^  Assignments ​ ^
 +| Week 11:\\ Apr 2 - Apr 6   ​| ​
 +| Week 12:\\ Apr 9 - Apr 13  | 
 +| Week 13:\\ Apr 16 - Apr 20  | 
 +| Week 14:\\ Apr 23 - Apr 27  | 
 +
 +===== May =====
 +
 +|< 100% 10% 20% 30% 20% 20%  >|
 +^  Week      ^  Topic      ^  Material ​ ^  Reading ​         ^  Assignments ​ ^
 +| Week 15:\\ Apr 30 - May 4  | 
 +| May 7 - May 10  |  Final Exams  | 
 +
 +
  
schedule-v1.txt ยท Last modified: 2018/01/21 15:19 (external edit)