Day1. Mon 9/29. Syllabus, hw1, notesforhw1, Irizarry 1,3. Topics: R graphics, DSLabs, R programming, conditional expressions, R functions. Day2. Wed 10/1. Irizarry 3-6. Reminder hw1 is due 10/10. Topics: namespaces, for loops, readr, dataviz. Day3. Mon 10/6. Irizarry 7-9. Topics: dataviz, ggplot2. Day4. Wed 10/8. Edit in hw1, Irizarry 10,22-24. Topics: webscraping, stringr, joins, webscraping. Day5. Mon 10/13. hw2, notesonhw2. Topics: simulation, lm(), kde, splancs, kernel2d, rejection sampling, maps, kernel regression. Day6. Wed 10/15. Irizarry24, beginning of 27. Topics: rvest, regex, stringr. Day7. Mon 10/20. Irizarry27,28. Topics: ML fundamentals, measures of accuracy for ML, kernel regression. Day8. Wed 10/22. Irizarry28-30. Topics: loess, crossvalidation, knn3, caret. Day9. Mon 10/27. HW3 assigned. Irizarry31. Topics: logistic regression, generative models, naive Bayes, GLM, QDA, LDA. Day10. Wed 10/29. Finish Irizarry31, start ProjCdnorm.txt. Topics: CART, random forests, final projects, sample, compiling C. Day11: Mon 11/3. Finish ProjCdnorm.txt, start sskernCgam. Topics: Loops in C, simulation in C, double loops in C, kernel regression. Day12: Wed 11/5. Middle of sskernCgam. Topics: Vectors and matrices in C, calling C functions from C. Day13: Mon 11/10. Finish sskernCgam. Topics: running C from terminal, reading in from a file in C, integrating in C, C and R examples, Double loops, GAM. Day14: Wed 11/12. Pythonnotes1.txt . Topics: python methods, numpy, pandas. Day15, Mon 11/17. Assign HW4. Finish pythonnotes1.txt, scraping.txt. Topics: Python programming, tuples, string manipulation in python, scipy.stats, statistical summaries in python, webscraping in python, beautifulsoup. Day16. Wed 11/19. pythonregex.txt, begin bigMLEcpp.txt. Topics: Regex in Python, Biglm, ff, C++, Rcpp, Day17. Mon 11/24. No class Wed 11/26. Finish bigMLEcpp.txt. buildingRpackages. MLE in C and R, Reticulate, building R packages. Day18. NO CLASS WED 11/26!!! Mon, Dec1 1. LIANG, XIAO 2. YIN, JOSHUA 3. AI, SHUHAN 4. DANISH, SAARAA UROOS 5. SINGH, KESHAV 6. TRAN, JUSTIN NGHIEM 7. ZHANG, YIKAI 8. AHMAD, SAIM 9. KWOK, TUNG SUM THOMAS 10. TULA, DEBAPRIYA 11. YANG, HUITAO 12. LI, LINGYI 13. SUN, ZHIYUAN 14. BUENO, EDUARD MIGUEL 15. REN, JUNPENG 16. CHEN, YUSHI 17. IBRAHIM, OMAR KHALID 18. GU, BILL 19. HUANG, YONGCHAO 20. YANG, RICK 21. YOUNG, ETHAN 22. JIANG, ERIC Day20. Wed 12/3. Oral reports. QUACH, RYAN. SETH, ARYAN. JANG, SUBEEN. XU, JOSH. YUN, YILING. LIU, JIAYAN. HUANG, YINGSHI. HUA, SHENG. MIRANDA, BLAKE. OCONNOR, KEVIN. NEWMAN, CARSON. YU, RUI. BHATT, VIDHI. LIAO, KRISTIN. YU, KELLY. SAKAMOTO, AELNA. WU, PIN-JUI.