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** [[Media:ML_04.pdf | Regression (pdf)]] | ** [[Media:ML_04.pdf | Regression (pdf)]] | ||
** [[Media:MLnotes_04.pdf | Lecture notes (Regression) (pdf)]] | ** [[Media:MLnotes_04.pdf | Lecture notes (Regression) (pdf)]] | ||
** [[Media:MLassignment_01.pdf | Assignment 01 (pdf)]] | |||
* Monday, '''May 11th, 2015, 08.15 - 09.45''': No lecture | * Monday, '''May 11th, 2015, 08.15 - 09.45''': No lecture | ||
* Monday, '''May 18th, 2015, 08.15 - 09.45''': Lecture 5 | * Monday, '''May 18th, 2015, 08.15 - 09.45''': Lecture 5 | ||
** [[Media:ML_05.pdf | Local random search (pdf)]] | ** [[Media:ML_05.pdf | Local random search (pdf)]] | ||
** [[Media:MLassignment_02.pdf | Assignment 02 (pdf)]] | |||
* Monday, '''May 25th, 2015, 08.15 - 09.45''': No lecture | * Monday, '''May 25th, 2015, 08.15 - 09.45''': No lecture | ||
* Monday, '''June 01st, 2015, 08.15 - 09.45''': Lecture 6 | * Monday, '''June 01st, 2015, 08.15 - 09.45''': Lecture 6 | ||
** [[Media:ML_06.pdf | High dimensional data (pdf)]] | ** [[Media:ML_06.pdf | High dimensional data (pdf)]] | ||
** [[Media:MLnotes_06.pdf | Lecture notes (High dimensional data) (pdf)]] | ** [[Media:MLnotes_06.pdf | Lecture notes (High dimensional data) (pdf)]] | ||
** [[Media:MLassignment_03.pdf | Assignment 03 (pdf)]] | |||
* Monday, '''June 08th, 2015, 08.15 - 09.45''': Lecture 7 | * Monday, '''June 08th, 2015, 08.15 - 09.45''': Lecture 7 | ||
** [[Media:ML_07.pdf | Artificial Neural Networks (pdf)]] | ** [[Media:ML_07.pdf | Artificial Neural Networks (pdf)]] | ||
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* Monday, '''June 15th, 2015, 08.15 - 09.45''': Lecture 8 | * Monday, '''June 15th, 2015, 08.15 - 09.45''': Lecture 8 | ||
** [[Media:ML_08.pdf | Instance-based learning (pdf)]] | ** [[Media:ML_08.pdf | Instance-based learning (pdf)]] | ||
** [[Media:MLassignment_04.pdf | Assignment 04 (pdf)]] | |||
* Monday, '''June 22nd, 2015, 08.15 - 09.45''': Lecture 9 | * Monday, '''June 22nd, 2015, 08.15 - 09.45''': Lecture 9 | ||
** [[Media:ML_09.pdf | Probabilistic Graphical Models (pdf)]] | ** [[Media:ML_09.pdf | Probabilistic Graphical Models (pdf)]] | ||
* Monday, '''June 29th, 2015, 08.15 - 09.45''': Lecture 10 | * Monday, '''June 29th, 2015, 08.15 - 09.45''': Lecture 10 | ||
** [[Media:ML_10.pdf | Topic Models (pdf)]] | |||
* Monday, '''July 06th, 2015, 08.15 - 09.45''': Lecture 11 | * Monday, '''July 06th, 2015, 08.15 - 09.45''': Lecture 11 | ||
** [[Media:ML_11.pdf | Unsupervised Learning (pdf)]] | |||
** [[Media:ML_11-2.pdf | Clustering and density based clustering (Thach Nguyen) (pdf)]] | |||
* Monday, '''July 13th, 2015, 08.15 - 09.45''': Lecture 12 | * Monday, '''July 13th, 2015, 08.15 - 09.45''': Lecture 12 | ||
** [[Media:ML_12.pdf | Anomaly detection, Online learning, Recommender Systems (pdf)]] | |||
==Requirements== | ==Requirements== |
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