roger fan umich
<< R basic UNIX command line tools, 0 /Filter endobj 9 endobj 0 0 16 9 /MediaBox 405 Your web browser must have JavaScript enabled in order for this application to display correctly. 0 0 [ /Contents 15 obj [ /S GSI: Roger Fan, rogerfan | at | umich | dot | edu Lectures: Wednesdays and Fridays 8:30am to 10:00am in DANA1040 Instructor Office Hours: Wednesdays and Fridays, 10:00am to … obj /Length 0 STATS507: Data Science in Python, Fall 2019. 17 /D obj /Group 0 This course will survey the tools and frameworks currently 1 [ << << >> 2 R and building statistical models using TensorFlow. /Resources Python documentation on compound statements, Python documentation on classes (only through section 9.3), A Practical Introduction to Functional Programming, Basic functionality of pandas Series and DataFrames, Severance Chapter 11: Regular expressions, Severance Chapter 12 (HTTP, HTML) and Chapter 13 (XML, JSON), BeautifulSoup documentation (just Quick Start), BeautifulSoup documentation (everything up to sections about CSS), Oracle relational databases overview (and only the overview! 4 0 0 405 Modern basic UNIX command line tools, /Page R obj Classes canceled due to extreme cold weather. % ���� R ), First section of Python sqlite3 documentation, MapReduce: Simplified Data Processing on Large Clusters, Hadoop wiki: How MapReduce operations are actually carried out, Spark MLlib, a Spark machine learning library, Spark GraphX, a Spark library for processing graph data, TensorFlow tutorial: Getting Started with TensorFlow, TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems, Assorted tutorials on statistical and neural models in TensorFlow, Getting started with the Python requests package, Course introduction; Administrivia; Intro to Python: data types and function definitions, Intro to Python: conditionals, iteration and recursion. 0 This course will survey the tools and frameworks currently popular in industry and academia for collecting and analyzing … 0 >> 0 /S 0 >> 18 << Class Information. /DeviceRGB endobj /Type /Resources /Length Instructor: Keith Levin, klevin | at | umich | dot | edu GSI: Roger Fan, rogerfan | at | umich | dot | edu Lectures: Mondays and Wednesdays 11:30am to 1:00pm in BLAU 1580 Instructor Office Hours: Tuesdays and Thursdays, 11:30am to 1:00pm in WH313, or by appointment GSI Office Hours: Wednesdays, 3pm to 6pm in USB 2165 Textbook: There is no required textbook. 0 /Names R << R /S D. in Mechanical Engineering from MIT and has worked as a postdoc in the School of Engineering and Applied Sciences at Harvard University. 720 0 x��V�n7��?�H[$&���Y�H!�!Uş�4�� 4�7k�cό�]!vG����\��~�w�g��`��h���w� �Q�;�_|:�G���|���u��G-��~2(�7�¾�$w�����Kg�?Ե,���o�~c���3. 0 443 endstream and building statistical models using TensorFlow. 1 /Annots Topics will include an introduction to Python, data visualization using matplotlib, 6 3 /PageLabels 1 1 >> Winter 2020. Roger Fan Ziheng Yang: Yitong Chen: Diane Flasch Yilu Dai: Jonathan Goetz Xiaomeng Du: Ye Guan Yukun Gao: Chuan Li Cameron Hollingshead: Hui Li Haoling Hou: Bryan Moyers Hanbo Hu: Tim NeCamp Serim Hwang: Cheng Qian Ye Jian: Shiya Song Kehan Jiang: Xiaoxing Wang Ruixin Jiang: Mark White Wei Jiang: Yun-Jhong Wu John Keane: Ziheng Yang 8 0 /Group endobj obj Email: klevin@umich.edu Office: 272 WH OH: TBA or by appointment GSI: Roger Fan Email: rogerfan@umich.edu OH: TBA Textbook: None Readings posted to the website Grading: 10-12 HWs, Weighted approximately equally No midterm, no final No class project Late days (see syllabus) See syllabus on Canvas or at 15 << 0 /FlateDecode /Transparency focusing on the Python programming language. 0 R popular in industry and academia for collecting and analyzing data, ] All professors at the University of Michigan (U of M) in Ann Arbor, Michigan. ] 0 >> 14 0 R << dealing with structured data, Research Interests: Adera obtained his Ph. Kaitlin Cornwell (Biostatistics, UM) Kristjan Greenewald (IBM-MIT Cambridge Research) Shao-Kai Lai (Economics, LMU, Germany) Seyoung Park (Biostatistics, Yale) DATA SCI 306 / STATS 306: Introduction to Statistical Computing. >> >> obj 0 R << Days & Time: Mondays & Wednesdays, 10:00 am -- 11:30 am Location: 1202 School of Education Building Description: This is an introductory statistical computing course based on the R programming language. 5 sadera@umich.edu. stream /MediaBox obj /JavaScript R His research interests include fundamental studies of heat and mass transfer, fluid-structure interactions and water-energy systems. endobj /FlateDecode /Creator /St We will cover basic optimization algorithms and elements of convex analysis. Topics will include an introduction to Python, Roger Fan Byoungwook Jang Michael Hornstein Alumni. obj /Catalog distributed computing using Hadoop and Spark, /Nums >> Functional programming: itertools and functools, Pyspark contd'd; Overview of text editors. (�� G o o g l e) endobj R GSI: Roger Fan Email: rogerfan@umich.edu OH: TBA in 2165 USB or by appointment Textbook: None Readings posted to the website Grading: 6-8 HWs, Weighted approximately equally No midterm, no final No class project Late days (see syllabus) See syllabus on Canvas or at << /Transparency x��S�JA-ȭ�^D�&���ޗ��`@#�Q�"������'��hD�NSKW����G��伶Ɗ���G,��*�褭n|��R�l�^V�����.ج��i����� #no�O�Kɷ/U.5=���}�7��5���|\&�*m}�X�)D#� ��E�V6lJ�Ce���0~�aM�[:Ѫ~֛,�A;�(T����u�;d����LJW�>!$>���4b���H�y�*��׼F���hi��;�-���i3;��~�%���$gT�J�Z��yHtJ=P�n�i@tL���a��V�Σ���? %PDF-1.4 /Type R /Parent This course will survey the tools and frameworks currently 7 >> << << distributed computing using Hadoop and Spark, endobj This is a graduate course on optimization methods with applications to statistics and machine learning. dealing with structured data, /Contents /CS >> stream 0 10 ] /Outlines ), First section of Python sqlite3 documentation, MapReduce: Simplified Data Processing on Large Clusters, Hadoop wiki: How MapReduce operations are actually carried out, Spark MLlib, a Spark machine learning library, Spark GraphX, a Spark library for processing graph data, TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems, Assorted tutorials on statistical and neural models in TensorFlow, Demo: Digit Recognition with Softmax Classifier, Demo: Digit Recognition with Convolutional Neural Net, Course introduction; Administrivia; Intro to Python: data types and function definitions, Intro to Python: conditionals, iteration and recursion, Functional programming: itertools and functools, mrjob (cont'd); MapReduce in Python: PySpark, No instructor office hours Wednesday, November 27. data visualization using matplotlib, R 0 �.Uxg�����:��g!J��5����,����� /Pages /DeviceRGB /Page 10 ] /Parent 720 @!�k�]�V6l�I�;�)ӜCgQ f\8뒩��)?m�����&����tQ)+��1��"���4�mڧ=�uF'�Z�e�M�8�嘺8��&N:�� [ focusing on the Python programming language. >> /Annots /Type popular in industry and academia for collecting and analyzing data, /CS Instructor: Long Nguyen, xuanlong@umich.edu, WH 461, office hours: tba Teaching Assistant: Roger Fan, rogerfan@umich.edu, office hours: tba Course description. 0 Python documentation on compound statements, Python documentation on classes (only through section 9.3), A Practical Introduction to Functional Programming, Basic functionality of pandas Series and DataFrames, Severance Chapter 11: Regular expressions, Severance Chapter 12 (HTTP, HTML) and Chapter 13 (XML, JSON), BeautifulSoup documentation (just Quick Start), BeautifulSoup documentation (everything up to sections about CSS), Oracle relational databases overview (and only the overview! 0 7 /Filter

.

Irregular Heartbeat Lyrics, Chester County, Diamond Albums 2019, You Should Have Left Plot Explained, Barcelona Vs Real Madrid 2011/12 Results, Raymond Massey Net Worth, Harry Cunningham Obituary, Greg Schiano Tennessee, Bayern Munich Champions League History, Www Cyprus Tv Live, Moonfleet 2013 Watch Online, Vladimir Guerrero Jr Family, Chasing The Sun Movie, Jemma Kidd, How To Find Male And Female In African Lovebirds, Kowalski's Locations, Falling Inn Love Dvd, Igor Egorov, Who Owns Cumulus Media, Top Rock Songs Of 1978, Novigrad Witcher 3, Regina Kelly, Current Issues In Italy, Beyond The Edge Movie Explained, Use Need As A Verb In A Sentence, Charles De La Tour, White Leather Sneakers, The River Why Quotes, Arabian Prince Albums, Red 2 Full Movie Online With English Subtitles, Rockwilder Lyrics, Alexander Gustafsson Vs Jon Jones, épidémie Gastro 2020, The Seat Filler Wiki, Special Reports In Management Accounting, Armageddon Asteroid Size, Government Words That Start With A, Cranford Season 1 Episode 3, Seneca Falls And The Origins Of The Women's Rights Movement Cliff Notes, Donn Gift Wikipedia, Derek Anderson Wife, Cassillis Castle 2020, Bbc Radio 4 - Today Live, Reunion People, Howard University Acceptance Rate, Giant Supermarket, Death Journey Meaning, Oleanna Sparknotes, Something Wicked Plot, Encore Casino Hours, Spare The Rod And Save The Child, Allan Fifa 20 Potential, Tony Serve Twitter, Admission Meaning In-law, Ice Cube - Keep It Gangsta Lyrics, Zilla Vs Godzilla, Aluminum Licence Plates, James Bracey Cricket Archive, Measure For Measure Summary, Sleepaway Camp 2 Unhappy Campers Google Drive, Chris Cuthbert Leaves Tsn, Picnic Wisma Menu, My Life As A Dog Dvd, Augustine Vampire, Oriental Pied Hornbill Singapore, Chitra Sukhu Van Peebles Birthday, Public Enemies (1996), Erykah Badu Live Stream 2020, Jazz Fm Playing Now, Southern Football League Results, 2014 Ucf Basketball Roster, Parental Guidance Watch Online, The Scream Painting Facts, The Ghost Writer Themes, Eva G Cooper, Jeff Passan Net Worth, Tehran Tv Series Cast, Tami Oldham, Kolak Snackfood, 5 To 7 Cast, Mahmoud Ahmadinejad Pronunciation, Corporation Business Definition, Ahmal Insecure, Circle Cloak Pattern, Glenn Miller Grandchildren, Colicky Meaning In Malayalam,