Machine Learning and Pervasive Computing (Summer 2015): Difference between revisions

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Machine Learning and Pervasive Computing (Summer 2015) (view source)

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 ** [[Media:MLnotes_01.pdf | Lecture notes (Introduction) (pdf)]]
 * Monday, '''April 20th, 2015, 08.15 - 09.45''': Lecture 2
+** [[Media:ML_02.pdf | Rule-based (pdf)]]
 * Monday, '''April 27th, 2015, 08.15 - 09.45''': Lecture 3
+** [[Media:ML_03.pdf | Decision tree (pdf)]]
+** [[Media:ML_practical_01.pdf | Projects meeting (Group allocation) (pdf)]]
 * Monday, '''May 04th, 2015, 08.15 - 09.45''': Lecture 4
+** [[Media:ML_04.pdf | 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 18th, 2015, 08.15 - 09.45''': Lecture 5
+** [[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, '''June 01st, 2015, 08.15 - 09.45''': Lecture 6
+** [[Media:ML_06.pdf | 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
+** [[Media:ML_07.pdf | Artificial Neural Networks (pdf)]]
+** [[Media:MLnotes_07.pdf | Lecture notes (Artificial Neural Networks) (pdf)]]
 * Monday, '''June 15th, 2015, 08.15 - 09.45''': Lecture 8
-* Monday, '''June 22nd, 2015, 08.15 - 09.45''': Lecture 7
+** [[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
+** [[Media:ML_09.pdf | Probabilistic Graphical Models (pdf)]]
 * 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
+** [[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
+** [[Media:ML_12.pdf | Anomaly detection, Online learning, Recommender Systems (pdf)]]
 ==Requirements==