{"nodes":[{"node":{"nid":"78811","title":"How Machines Understand Text: Foundations of Natural Language Processing","campus":"Online event","locations":"Online","college_unit":"ASU Library, ASU Library \u2013 Data Science, ASU Library \u2013 Research Support, Knowledge Enterprise - Research Academy","department":"","field_cost_value":"Free","event_price_level":"Free","asu_events_price_desc":"Free","body_summary":"\u003Cp\u003EFrom spam filters and search engines to voice assistants and recommendation systems, natural lang\u003C\/p\u003E","full_body":"\u003Cp\u003EFrom spam filters and search engines to voice assistants and recommendation systems, natural language processing (NLP) powers many of the technologies we use every day. But how do computers actually understand human language? Join ASU Library\u0027s \u003Ca href=\u0022https:\/\/lib.asu.edu\/data\u0022\u003EUnit for Data Science and Analytics\u003C\/a\u003E for the first session of this foundational mini-series as we explore how machines process, analyze and learn from text data.\u003C\/p\u003E\u003Cp\u003EIn this session, we will explore how computers transform human language into something they can process and analyze. We will introduce the concept of tokens, discuss how machines identify patterns and relationships in text, and examine how language can be transformed into numerical representations that computers can work with. Using real-world examples, we will explore techniques such as sentiment analysis, text classification, and topic modeling to better understand how NLP is used to organize information, analyze opinions, and uncover themes hidden within large collections of text.\u003C\/p\u003E\u003Cp\u003EJoin us as we explore the fundamentals of Natural Language Processing (NLP) and demonstrate how to apply these techniques through beginner-friendly examples using Python. Many of the concepts we will introduce in this lab, such as tokens, language patterns, and numerical representations of text, also form the foundation of modern generative AI systems, which we will discuss in the second session of this mini-series. This foundational series is designed for a beginner-to-intermediate audience. If you have never worked with NLP before, this session is for you. No matter where you are in your data journey, join us to learn how machines understand language and text.\u003C\/p\u003E","phone":"","contactname":"Unit for Data Science and Analytics, ASU Library","email":"datascience@asu.edu","delta":"0","alias":"https:\/\/asuevents.asu.edu\/event\/how-machines-understand-text-foundations-natural-language-processing?id=0","ticketing_rsvp_txt":"Register","ticketing_rsvp_txt2":"","ticketing_rsvp_url":"https:\/\/asu.libcal.com\/event\/17000918","ticketing_rsvp_url2":"","website":"","image_url":"https:\/\/asuevents.asu.edu\/sites\/g\/files\/litvpz3506\/files\/2026-06\/2026_06_02_12_42_35.jpg","image_alt":"","image_title":"","start_date":"Oct 28 2026 - 10:00am","end_date":"Oct 28 2026 - 11:00am","time_description":"","very_start_date":"2026-10-28T10:00:00Z","very_end_date":"2026-10-28T11:00:00Z","event_types":"Workshop","interests":"Humanities|Interdisciplinary|Libraries|Research|Science|Social science|Engineering|Undergraduate|Graduate students","audiences":"For current ASU students|For staff|For faculty|For international students","event_units":"ASU Library|ASU Library \u2013 Data Science|ASU Library \u2013 Research Support|Knowledge Enterprise - Research Academy","event_topics":"Academic events|Free|Professional and career development","download":"","event_map_url":"","event_map_title":"","event_video":"","location_term":"Online event","venue_address":"","venue_city":"","venue_state":"","venue_zip":"","alias-indexed":"https:\/\/asuevents.asu.edu\/event\/how-machines-understand-text-foundations-natural-language-processing?id=0","sport_tag":"","game_type":"","subtitle":"Foundations of Natural Language Processing","season":"","athletic_conference":"","tv_network":"","radio_station":"","wear_color":"","game_theme":"","history":"","history_text":"","related_stories":"","related_stories_text":"","game_notes":"","game_notes_text":"","recap_link":"","recap_link_text":"","live_stats":"","live_stats_text":"","game_time_tba":"No","sda_all_day":"No","opponent_logo":"","related_videos":"","related_videos_text":"","recurring":"no"}},{"node":{"nid":"78816","title":"How Machines Understand Text: How AI Generates and Retrieves Knowledge","campus":"Online event","locations":"Online","college_unit":"ASU Library, ASU Library \u2013 Data Science, ASU Library \u2013 Research Support, Knowledge Enterprise - Research Academy","department":"","field_cost_value":"Free","event_price_level":"Free","asu_events_price_desc":"Free","body_summary":"\u003Cp\u003EFrom virtual assistants and chatbots to AI search engines and recommendation systems, large langu\u003C\/p\u003E","full_body":"\u003Cp\u003EFrom virtual assistants and chatbots to AI search engines and recommendation systems, large language models (LLMs) seem to be ubiquitous in our daily interactions with technology. But how do these systems actually generate responses, answer questions, and retrieve knowledge? Join ASU Library\u0027s \u003Ca href=\u0022https:\/\/lib.asu.edu\/data\u0022\u003EUnit for Data Science and Analytics\u003C\/a\u003E for the second session of this foundational mini-series as we explore the ideas behind modern generative AI systems.\u003C\/p\u003E\u003Cp\u003EIn this session, we will build on the foundations of natural language processing (NLP) to explore how large language models learn language patterns and generate human-like responses. We will discuss concepts such as embeddings and transformers and examine how probabilities and context help AI systems predict and generate text. We will also introduce retrieval-augmented generation (RAG), a method that combines language models with external sources of information to improve accuracy, provide context, and retrieve knowledge from documents and databases.\u003C\/p\u003E\u003Cp\u003EJoin us as we explore how modern AI systems generate language and retrieve information. As a foundational series, this session is designed for a beginner-to-intermediate audience. Whether you are an AI enthusiast or want it gone from your browser, you will come out of this session with a conceptual understanding of how AI decides how to answer your questions. Come join us!\u003C\/p\u003E","phone":"","contactname":"Unit for Data Science and Analytics, ASU Library","email":"datascience@asu.edu","delta":"0","alias":"https:\/\/asuevents.asu.edu\/event\/how-machines-understand-text-how-ai-generates-and-retrieves-knowledge?id=0","ticketing_rsvp_txt":"Register","ticketing_rsvp_txt2":"","ticketing_rsvp_url":"https:\/\/asu.libcal.com\/event\/17000959","ticketing_rsvp_url2":"","website":"","image_url":"https:\/\/asuevents.asu.edu\/sites\/g\/files\/litvpz3506\/files\/2026-06\/20230621_ASULibrary_Data-Science_0313_TT.jpg","image_alt":"","image_title":"","start_date":"Nov 4 2026 - 10:00am","end_date":"Nov 4 2026 - 11:00am","time_description":"","very_start_date":"2026-11-04T10:00:00Z","very_end_date":"2026-11-04T11:00:00Z","event_types":"Workshop","interests":"Humanities|Interdisciplinary|Libraries|Research|Science|Social science|Engineering|Undergraduate|Graduate students|Artificial Intelligence","audiences":"For current ASU students|For staff|For faculty|For international students","event_units":"ASU Library|ASU Library \u2013 Data Science|ASU Library \u2013 Research Support|Knowledge Enterprise - Research Academy","event_topics":"Academic events|Free|Professional and career development","download":"","event_map_url":"","event_map_title":"","event_video":"","location_term":"Online event","venue_address":"","venue_city":"","venue_state":"","venue_zip":"","alias-indexed":"https:\/\/asuevents.asu.edu\/event\/how-machines-understand-text-how-ai-generates-and-retrieves-knowledge?id=0","sport_tag":"","game_type":"","subtitle":"How AI Generates and Retrieves Knowledge","season":"","athletic_conference":"","tv_network":"","radio_station":"","wear_color":"","game_theme":"","history":"","history_text":"","related_stories":"","related_stories_text":"","game_notes":"","game_notes_text":"","recap_link":"","recap_link_text":"","live_stats":"","live_stats_text":"","game_time_tba":"No","sda_all_day":"No","opponent_logo":"","related_videos":"","related_videos_text":"","recurring":"no"}},{"node":{"nid":"78821","title":"Finding Patterns: An Introduction to Cluster Analysis","campus":"Online event","locations":"Online","college_unit":"ASU Library, ASU Library \u2013 Data Science, ASU Library \u2013 Research Support, Knowledge Enterprise - Research Academy","department":"","field_cost_value":"Free","event_price_level":"Free","asu_events_price_desc":"Free","body_summary":"\u003Cp\u003EFrom movie recommendations and online shopping to fraud detection and social media feeds, cluster\u003C\/p\u003E","full_body":"\u003Cp\u003EFrom movie recommendations and online shopping to fraud detection and social media feeds, clustering algorithms are everywhere in our everyday lives. These algorithms help identify patterns, group similar information, and uncover relationships hidden within large amounts of data. Join ASU Library\u0027s \u003Ca href=\u0022https:\/\/lib.asu.edu\/data\u0022\u003EUnit for Data Science and Analytics\u003C\/a\u003E for an interactive lab to explore how clustering works and why it is still one of the most widely used techniques in modern data analysis.\u003C\/p\u003E\u003Cp\u003EIn this lab, we will discuss what clustering is, why it is useful, and how it is applied across fields like business, healthcare, social science and artificial intelligence. We will explore several of the most common clustering algorithms, discuss their strengths and limitations, and provide a guide to choosing the right clustering method for your data and research questions. Along the way, we will examine how clustering helps uncover patterns, relationships, and structures that may not be immediately visible.\u003C\/p\u003E\u003Cp\u003EJoin us to learn how these algorithms work conceptually and how to apply them using beginner-friendly Python examples and open-source (free) tools. Whether you are just getting started in data science or looking to strengthen your analytical toolkit, this lab is designed to provide an approachable introduction to one of the foundational techniques behind recommendation systems, pattern recognition, and modern AI applications.\u003C\/p\u003E","phone":"","contactname":"Unit for Data Science and Analytics, ASU Library","email":"datascience@asu.edu","delta":"0","alias":"https:\/\/asuevents.asu.edu\/event\/finding-patterns-introduction-cluster-analysis?id=0","ticketing_rsvp_txt":"Register","ticketing_rsvp_txt2":"","ticketing_rsvp_url":"https:\/\/asu.libcal.com\/event\/17001050","ticketing_rsvp_url2":"","website":"","image_url":"https:\/\/asuevents.asu.edu\/sites\/g\/files\/litvpz3506\/files\/2026-06\/2026_06_02_12_47_26.jpg","image_alt":"","image_title":"","start_date":"Nov 18 2026 - 10:00am","end_date":"Nov 18 2026 - 11:00am","time_description":"","very_start_date":"2026-11-18T10:00:00Z","very_end_date":"2026-11-18T11:00:00Z","event_types":"Workshop","interests":"Humanities|Interdisciplinary|Libraries|Research|Science|Social science|Engineering|Undergraduate|Graduate students|Artificial Intelligence","audiences":"For current ASU students|For staff|For faculty|For international students","event_units":"ASU Library|ASU Library \u2013 Data Science|ASU Library \u2013 Research Support|Knowledge Enterprise - Research Academy","event_topics":"Academic events|Free|Professional and career development","download":"","event_map_url":"","event_map_title":"","event_video":"","location_term":"Online event","venue_address":"","venue_city":"","venue_state":"","venue_zip":"","alias-indexed":"https:\/\/asuevents.asu.edu\/event\/finding-patterns-introduction-cluster-analysis?id=0","sport_tag":"","game_type":"","subtitle":"An Introduction to Cluster Analysis","season":"","athletic_conference":"","tv_network":"","radio_station":"","wear_color":"","game_theme":"","history":"","history_text":"","related_stories":"","related_stories_text":"","game_notes":"","game_notes_text":"","recap_link":"","recap_link_text":"","live_stats":"","live_stats_text":"","game_time_tba":"No","sda_all_day":"No","opponent_logo":"","related_videos":"","related_videos_text":"","recurring":"no"}}]}