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DTSTART:20240419T160000Z
DTEND:20240419T180000Z
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SUMMARY:Python Background Text Analysis and Natural Language Processing
DESCRIPTION:This workshop will be offered on-line over Zoom. All registered 
 participants will recieve a Zoom link after registrations close\, typically 
 24 hours prior to the start of the workshop. \n\nNOTE: Please register for 
 this workshop using your UC or other university email address\, if you have 
 one.  \n\nOverview\n\nThis workshop will provide a review of the Python 
 programming skills and techniques used in the upcoming Machine Learning and 
 Natural Language processing workshops. Topics will include string 
 manipulation\, data types and conversion\, pandas dataframes\, and data 
 formatting and preparation. \n\nPrerequisites\n\nThis workshop will review 
 programming fundamentals introduced in Intro to Python Part 1 and Part 2\, 
 but at an accelerated pace designed to prepare for the data work needed in 
 Machine Learning workshops. Prior familiarity with Python or another 
 programming language will be helpful but is not required. If you'd like to 
 review core python prior to this workshop\, you may want to review the 
 recordings and materials for:\n\nIntro to Python Part 1 
 (https://courses.ucsf.edu/course/view.php?id=5281)\n\nIntro to Python Part 
 2 (https://courses.ucsf.edu/course/view.php?id=5296)\n\nInstructors 
 \n\nGeoffrey Boushey with the UCSF Library Data Science Initiative\n\n 
 \n\nDigital Humanities Sequence\n\nThis sequence is designed for people 
 with no prior programming experience. The workshops start with core python 
 and sql before moving into more advanced or specialized topics in digital 
 humanities\, with an emphasis on text analysis and machine learning. 
 \n\nYou are welcome to take any of these workshops without attending the 
 entire series. No formal pre-reqs are enforced\, but if you are new to 
 Python or SQL\, you’ll get the core programming skills necessary for the 
 later workshops by attending Intro to Python Part 1 and Part 2 along with 
 Intro to SQL. \n\nRegistration Links: \n\n\n	Intro to Python Part 
 1:\n	\n		https://calendars.library.ucsf.edu/event/11946795\n	\n	\n	Intro to 
 Python Part 
 2:\n	\n		https://calendars.library.ucsf.edu/event/11946839\n	\n	\n	Intro to 
 SQL:\n	\n		https://calendars.library.ucsf.edu/event/11946900\n	\n	\n	Data 
 Analysis with Python\, Pandas\, and 
 SQL:\n	\n		https://calendars.library.ucsf.edu/event/11947263\n	\n	\n	Intro 
 to 
 Unix:\n	\n		https://calendars.library.ucsf.edu/event/11947161\n	\n	\n	Reading 
 Data from APIs with Python\, Pandas\, and 
 SQL:\n	\n		https://calendars.library.ucsf.edu/event/11947321\n	\n	\n	Machine 
 Learning with Python and 
 Scikit-Learn:\n	\n		https://calendars.library.ucsf.edu/event/11947452\n	\n	\n	Python 
 Background for Text Analysis and Natural Language 
 Processing:\n	\n		https://calendars.library.ucsf.edu/event/11947471\n	\n	\n	Machine 
 Learning for Document Classification and Sentiment 
 Analysis:\n	\n		https://calendars.library.ucsf.edu/event/11947489\n	\n	\n	Google 
 Cloud Tools\, BiqQuery\, and 
 VertexAI:\n	\n		https://calendars.library.ucsf.edu/event/11947492\n	\n	\n
LOCATION:Virtual\, Online
ORGANIZER;CN="Geoffrey Boushey":MAILTO:Geoffrey.Boushey@ucsf.edu
CATEGORIES:Programming, Data Science
CONTACT;CN="Geoffrey Boushey":MAILTO:Geoffrey.Boushey@ucsf.edu
STATUS:CONFIRMED
UID:LibCal-11947471
URL:https://calendars.library.ucsf.edu/event/11947471
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