{ "148814-21904794": { "datetime_modified":"20260610T151354", "datetime_start":"20260721T100000", "datetime_end":"20260721T233000", "has_end_time":1, "date_start":"2026-07-21", "date_end":"2026-07-21", "time_start":"10:00:00", "time_end":"23:30:00", "time_zone":"America\/Detroit", "event_title":"Natural Language Processing with R", "occurrence_title":"", "combined_title":"Natural Language Processing with R: A noncredit course presented by Robyn Ferg", "event_subtitle":"A noncredit course presented by Robyn Ferg", "event_type":"Class \/ Instruction", "event_type_id":"8", "description":"Founded in 1948, the Summer Institute in Survey Research Techniques is designed specifically to meet the needs of professionals and graduate students seeking to deepen their expertise in survey methodology and data collection. Offered through the Michigan Program in Survey and Data Science within the Institute for Social Research at the University of Michigan, the program provides a rigorous and flexible curriculum that blends theoretical foundations with practical application \u2014 entirely online. \n\nClasses are open for registration.\nYou do not have to be affiliated with the University to attend. \nRegistration and payment are required a minimum of two weeks prior to the start of the class. \n\nJuly 20-30, 2026 (M T TH: Live instruction; W: Video instruction)\n10:00am-11:30am\nNatural Language Processing with R\nPresented by Robyn Ferg\nCourse Fee: $1,200\n\nIn this two-week course, students will learn a variety of natural language processing methods for analyzing and extracting meaning from text data. The course will start with an introduction to text data, including text preprocessing and exploratory methods. The topics that follow will include machine learning models used for topic modeling, clustering, classification, sentiment analysis, and word embeddings. Students will also be introduced to web scraping. Considerations to both long and short texts of various subject matter. Class examples will be demonstrated primarily in R. This course assumes a bachelors-level background in Statistics or related field and knowledge of R or Python; no prior knowledge of text analysis is assumed.\n\nRobyn Ferg is a senior statistician at Westat. Her doctoral and postdoctoral research focused on developing methods for extracting insights from social media data. She has taught graduate and short courses at the Joint Program in Survey Methodology (University of Maryland) and given talks on text analysis at the Census Bureau, University of Maryland, University of Michigan, Michigan State University, and several national and international conferences. She has published original research on this topic in several peer reviewed journals. She has a PhD in Statistics from the University of Michigan.", "occurrence_notes":"Registration and payment are required prior to Zoom access.", "guid":"148814-21904794@events.umich.edu", "permalink":"http:\/\/events.umich.edu\/event\/148814", "building_id":"null", "building_name":"Off Campus Location", "campus_maps_id":"1", "room":"", "location_name":"Virtual", "has_livestream":0, "cost":"$1,200", "tags":["Data","Data Analysis","Data Collection","Data Curation","Data Linkage","Data Management","Data Science","Graduate and Professional Students","Mathematics","Online","Statistics","Survey Methodology","Survey Methods","Survey Research"], "website":"https:\/\/shorturl.at\/0YrEQ", "sponsors":[ { "group_name":"Summer Institute in Survey Research Techniques", "group_id":"4327", "website":"" }, { "group_name":"Institute for Social Research", "group_id":"3285", "website":"http:\/\/isr.umich.edu" }, { "group_name":"Survey Research Center", "group_id":"5063", 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Executive coaches Christina Zini, \u201995, and Carla Greenan help working caregivers build sustainable strategies for thriving at work and at home.\n\nReconnect with your \u201cwhy\u201d and reframe common caregiving narratives. Explore boundary-setting, expectation management, and practical approaches for navigating professional and personal responsibilities. Through live \u201claser coaching\u201d demonstrations that address real participant challenges, you will see these tools in action and learn conversation frameworks you can apply immediately.\n\nLeave with resources, community connections, and clarity on next steps for your unique caregiving journey.", "occurrence_notes":null, "guid":"147493-21901107@events.umich.edu", "permalink":"http:\/\/events.umich.edu\/event\/147493", "building_id":"null", "building_name":"Off Campus Location", "campus_maps_id":"1", "room":"", "location_name":"Virtual", "has_livestream":1, "livestream_type":"other", "livetream_require_login":0, "livestream_id":"", "livestream_link":"", "cost":"", "tags":["Alumni","Career","Free","Virtual"], "website":"https:\/\/umalumni.my.site.com\/s\/lt-event?id=a1QUS00000AdW5W2AV&_gl=1*9ky2su*_gcl_au*MTkxNDExNDY5Mi4xNzY4ODMwOTg3*_ga*MjExNTAwMzU4Mi4xNzcxMzM3NzY0*_ga_XLBWWZ3FWY*czE3NzU1NzQ0MzQkbzgzJGcwJHQxNzc1NTc0NDM4JGo1NiRsMCRoMA..", "sponsors":[ { "group_name":"Alumni Association", "group_id":"2354", "website":"http:\/\/alumni.umich.edu\/" } ], "image_url":"https:\/\/events.umich.edu\/media\/attachments\/2026\/04\/event_147493_original-1.png", "styled_images":{ "event_thumb":"https:\/\/events.umich.edu\/media\/cache\/event_thumb\/media\/attachments\/2026\/04\/event_147493_original-1.png", "event_large":"https:\/\/events.umich.edu\/media\/cache\/event_large\/media\/attachments\/2026\/04\/event_147493_original-1.png", "event_large_2x":"https:\/\/events.umich.edu\/media\/cache\/event_large_2x\/media\/attachments\/2026\/04\/event_147493_original-1.png", "event_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/event_large_lightbox\/media\/attachments\/2026\/04\/event_147493_original-1.png", "group_thumb":"https:\/\/events.umich.edu\/media\/cache\/group_thumb\/media\/attachments\/2026\/04\/event_147493_original-1.png", "group_thumb_square":"https:\/\/events.umich.edu\/media\/cache\/group_thumb_square\/media\/attachments\/2026\/04\/event_147493_original-1.png", "group_large":"https:\/\/events.umich.edu\/media\/cache\/group_large\/media\/attachments\/2026\/04\/event_147493_original-1.png", "group_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/group_large_lightbox\/media\/attachments\/2026\/04\/event_147493_original-1.png", "event_large_crop":"https:\/\/events.umich.edu\/media\/cache\/event_large_crop\/media\/attachments\/2026\/04\/event_147493_original-1.png", "event_list":"https:\/\/events.umich.edu\/media\/cache\/event_list\/media\/attachments\/2026\/04\/event_147493_original-1.png", "event_list_2x":"https:\/\/events.umich.edu\/media\/cache\/event_list_2x\/media\/attachments\/2026\/04\/event_147493_original-1.png", "event_grid":"https:\/\/events.umich.edu\/media\/cache\/event_grid\/media\/attachments\/2026\/04\/event_147493_original-1.png", "event_grid_2x":"https:\/\/events.umich.edu\/media\/cache\/event_grid_2x\/media\/attachments\/2026\/04\/event_147493_original-1.png", "event_feature_large":"https:\/\/events.umich.edu\/media\/cache\/event_feature_large\/media\/attachments\/2026\/04\/event_147493_original-1.png", "event_feature_thumb":"https:\/\/events.umich.edu\/media\/cache\/event_feature_thumb\/media\/attachments\/2026\/04\/event_147493_original-1.png" }, "occurrence_count":1, "first_occurrence":21901107 } , "148812-21904789": { "datetime_modified":"20260610T150300", "datetime_start":"20260721T120000", "datetime_end":"20260721T160000", "has_end_time":1, "date_start":"2026-07-21", "date_end":"2026-07-21", "time_start":"12:00:00", "time_end":"16:00:00", "time_zone":"America\/Detroit", "event_title":"Going Deeper into Questionnaire Design with Alternative Methods and Tools", "occurrence_title":"", "combined_title":"Going Deeper into Questionnaire Design with Alternative Methods and Tools: A noncredit course presented by Pamela Campanelli", "event_subtitle":"A noncredit course presented by Pamela Campanelli", "event_type":"Class \/ Instruction", "event_type_id":"8", "description":"Founded in 1948, the Summer Institute in Survey Research Techniques is designed specifically to meet the needs of professionals and graduate students seeking to deepen their expertise in survey methodology and data collection. Offered through the Michigan Program in Survey and Data Science within the Institute for Social Research at the University of Michigan, the program provides a rigorous and flexible curriculum that blends theoretical foundations with practical application \u2014 entirely online. \n\nClasses are open for registration.\nYou do not have to be affiliated with the University to attend. \nRegistration and payment are required a minimum of two weeks prior to the start of the class. \n\nJuly 20-23, 2026 (M-Th)\n12:00pm-4:00pm\nGoing Deeper into Questionnaire Design with Alternative Methods and Tools\nPresented by Pamela Campanelli\nCourse Fee: $1,200\n\nThis course assumes you have some level of experience with questionnaire design. It goes beyond looking at question comprehension purely from a cognitive side. The linguistic side will be explored, including the use of online tools. Factual questions will be revisited but with the goal of exploring different types of respondent memory problems. Solutions include basic aids to improve memory and alternative methods: decomposition, calendars, event history calendars, internet enabled devices, wearables, apps and sensors, and additional tasks on mobile phones. Also covered are the effects of telescoping and quasi-facts. Subjective questions will be revisited to understand attitude inconsistency and to cover the popular topic of satisfaction and other customer experience metrics. Alternatives methods to attitude measurement will also be examined: factorial surveys and multi-item scales. The course concludes with multi-cultural issues raised by Rinc\u00f3n and a mini appendix on ways to translate survey questions and evaluate the translation.\n\nThe course will be interactive with the goal of making it as close to in-person training as possible. There also will be workshops throughout. Dr. Campanelli is happy to chat with participants about their own questionnaires.\n\nWhy take this course?\n\nYou will get to learn about:\n\nThe deeper issues that affect factual and subjective questions.\nA broader set of resources available to solve these issues (including alternative methods and tools).\n* Please note that AI is not included in the alternative tools that will be explored in this course's curriculum.\n\nPrerequisite: An introductory course in questionnaire design or equivalent experience.\n\nPamela Campanelli is a survey methods specialist, chartered statistician, fellow of the academy of social sciences and an international trainer, researcher and consultant who runs her own business (http:\/\/www.thesurveycoach.com\/). 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