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aronwc committed Dec 21, 2015
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| 2/04 | Scoring for search |[Ch7](http://nlp.stanford.edu/IR-book/pdf/07system.pdf)| | [L08](../lectures/lec08) |
| 2/09 | Evaluation **(Aron travels)** | [Ch8](http://nlp.stanford.edu/IR-book/pdf/08eval.pdf) | | [L09](../lectures/lec09)
| 2/11 | Query Expansion **(Aron travels)** | [Ch9](http://nlp.stanford.edu/IR-book/pdf/09expand.pdf)| | [L10](../lectures/lec10)
| 2/16 | Probabilistic IR | [Ch11](http://nlp.stanford.edu/IR-book/pdf/11prob.pdf) | | [L11](../lectures/lec11)
| 2/18 | Probabilistic IR | [Ch11](http://nlp.stanford.edu/IR-book/pdf/11prob.pdf) | [A2](https://github.com/iit-cs429/assignments/tree/master/a2) | [L12](../lectures/lec12)
| 2/16 | Probabilistic IR | [Ch11](http://nlp.stanford.edu/IR-book/pdf/11prob.pdf) | [A1](https://github.com/iit-cs429/assignments/tree/master/a1) | [L11](../lectures/lec11)
| 2/18 | Probabilistic IR | [Ch11](http://nlp.stanford.edu/IR-book/pdf/11prob.pdf) | | [L12](../lectures/lec12)
| 2/23 | Language Models | [Ch12](http://nlp.stanford.edu/IR-book/pdf/12lmodel.pdf) | | [L13](../lectures/lec13)
| 2/25 | Language Models | [Ch12](http://nlp.stanford.edu/IR-book/pdf/12lmodel.pdf) | | [L14](../lectures/lec14)
|| **Part III: Classification**|
| 3/01 | Naive Bayes | [Ch13](http://nlp.stanford.edu/IR-book/pdf/13bayes.pdf)| | [L15](../lectures/lec15)
| 3/03 | Logistic Regression | [Ch14](http://nlp.stanford.edu/IR-book/pdf/14vcat.pdf) | [A3](https://github.com/iit-cs429/assignments/tree/master/a3)
| 3/03 | Logistic Regression | [Ch14](http://nlp.stanford.edu/IR-book/pdf/14vcat.pdf) | [A2](https://github.com/iit-cs429/assignments/tree/master/a2)
| 3/08 | **Midterm** | |
| 3/10 | KNN | [Ch14](http://nlp.stanford.edu/IR-book/pdf/14vcat.pdf) | | [L16](../lectures/lec16/bayes.pdf)
| 3/15 | **Spring Break** | |
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| 3/29 | Bias/Variance | Handouts |
||**Part IV: Clustering**|
| 3/31 | Learning to Rank | [Ch16](http://nlp.stanford.edu/IR-book/pdf/16flat.pdf) |
| 4/05 | K-Means | [Ch16](http://nlp.stanford.edu/IR-book/pdf/16flat.pdf) | [A4](https://github.com/iit-cs429/assignments/tree/master/a4) |
| 4/05 | K-Means | [Ch16](http://nlp.stanford.edu/IR-book/pdf/16flat.pdf) | [A3](https://github.com/iit-cs429/assignments/tree/master/a3) |
| 4/07 | EM | [Ch18](http://nlp.stanford.edu/IR-book/pdf/18lsi.pdf) | | [L22](../lectures/lec22)
| 4/12 | Word Clustering | Handouts | | [L23](../lectures/lec23)
||**Part V: Web Search**|
| 4/14 | Web search overview | [Ch19](http://nlp.stanford.edu/IR-book/pdf/19web.pdf) |
| 4/19 | PageRank | [Ch21](http://nlp.stanford.edu/IR-book/pdf/21link.pdf) | [A5](https://github.com/iit-cs429/assignments/tree/master/a5)
| 4/19 | PageRank | [Ch21](http://nlp.stanford.edu/IR-book/pdf/21link.pdf) | [A4](https://github.com/iit-cs429/assignments/tree/master/a4)
| 4/21 | PageRank | [Ch21](http://nlp.stanford.edu/IR-book/pdf/21link.pdf) | | [L26](../lectures/lec26)
| 4/26 | Web Crawling | [Ch20](http://nlp.stanford.edu/IR-book/pdf/20crawl.pdf)|
| 4/28 | Review | | [A6](https://github.com/iit-cs429/assignments/tree/master/a6)
| 4/28 | Review | | [A5](https://github.com/iit-cs429/assignments/tree/master/a5)
| TBA | **Final Exam** | |

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