数据挖掘：用于数据清理，在结构化，文本和Web数据中查找模式的技术； 适用于客户关系管理，欺诈检测和国土安全等领域
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2021-03-01
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Data-Mining-master.zip （84个子文件） 
Data-Mining-master 
lec1_introduction.pdf 10.06MB wk6 tutorial Clustering2_week6_question_sheet.pdf 225KB .ipynb_checkpoints 
Tut_week_6_clustering_2-checkpoint.ipynb 146KB dummy_data.csv 7KB q2_data_3.csv 191B wholesale_customers.csv 14KB dummy_spiral.csv 20KB Week6 Tutorial solutions.pdf 410KB q2_data_2.csv 60B q2_data.csv 60B Tut_week_6_clustering_2.ipynb 227KB Tut_week_6_clustering_2.pdf 1.34MB lec9-classification3.pdf 7.39MB wk5 tutorial .ipynb_checkpoints k_means-checkpoint.ipynb 515KB dummy_data.csv 7KB k_means.pdf 1.95MB spiral.csv 20KB k_means.ipynb 516KB digits_modified.csv 10.49MB lec2-association-rule-mining.pdf 3.11MB assignments 
mock midterm.docx 1.68MB ass2 note.docx 18KB ass3 .ipynb_checkpoints ass3-checkpoint.ipynb 72B ass3.docx 280KB ass3.ipynb 1.84MB Assignment3.pdf 144KB data.csv 34KB INFS42037203_mid_term_exam_paper.docx 213KB ass4 ass4 q2 working.docx 22KB ass4.pdf 230KB Assignment4.pdf 132KB ass4.docx 21KB wk8 tutorial w08_tutorial_question.pdf 128KB w08_tutorial_solution.pdf 1.41MB assignment2_related.ipynb 20KB groceries.csv 735KB lec4_clustering_DBSCAN&AGNES.pdf 5.54MB wk3 tutorial .ipynb_checkpoints codes_tutorial_updated-checkpoint.ipynb 64KB Week3Tutorial.pdf 2.22MB Week3_Tutorial_install_guide_for_windows.pdf 219KB codes_tutorial_updated.ipynb 64KB tutorial_data.csv 342B tutorial2.ipynb 11KB tutorial1.ipynb 27KB mock-final-term_sol.pdf 262KB lec5_anomaly_detection_updated.pdf 6.45MB README.md 927B lec11_web_mining.pdf 3.6MB lec7-classification.pdf 3.06MB wk11_tutorial classification_tutorial.pdf 629KB iris.csv 4KB classification_further.ipynb 20KB Week10_Tutorialsolutions.pdf 447KB classification_further.pdf 309KB classification_tutorial.ipynb 256KB car.csv 51KB decisiontreec classifier.py 5KB utilities.py 3KB __pycache__ decision_tree.cpython-38.pyc 2KB utilities.cpython-38.pyc 2KB dataset.cpython-38.pyc 7KB classifier.cpython-38.pyc 5KB dataset.py 6KB decision_tree.py 2KB wk7 tutorial dummy_data0.csv 5KB .ipynb_checkpoints w07_tutorial_anomaly-checkpoint.ipynb 451KB w07_tutorial_anomaly.pdf 403KB dummy_data1.csv 5KB w07_tutorial_anomaly.ipynb 451KB outlier_mnist.csv 336KB lec3.clustering_kmean.pdf 4.02MB wk4 tutorial .ipynb_checkpoints Apriori-checkpoint.ipynb 22KB Apriori.ipynb 31KB problem_solving.pdf 229KB Apriori_coding.pdf 516KB groceries.csv 735KB lec6_mid_term.pdf 1.42MB lec10_text_mining.pdf 4.62MB books_and_references addiontional res_association_rule_mining_analysis.pdf 1.55MB Instructor's_manual.pdf 2.25MB lec8-classification2.pdf 5.37MB wk9 tutorial W9T_Midterm_Exam_Answer.pdf 728KB wk12_tutorial Tutorial Week 12.pdf 194KB INFS4203 theory summary.docx 22KB资源评论
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