{"id":12848,"date":"2025-06-17T12:38:41","date_gmt":"2025-06-17T12:38:41","guid":{"rendered":"https:\/\/aihousetech.com\/?post_type=lp_course&#038;p=12848"},"modified":"2025-07-14T16:11:11","modified_gmt":"2025-07-14T16:11:11","slug":"natural-language-processing-nlp","status":"publish","type":"lp_course","link":"https:\/\/aihousetech.com\/ar\/courses\/natural-language-processing-nlp\/","title":{"rendered":"\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP)"},"content":{"rendered":"<p><strong>A hands-on workshop to explore how machines understand and generate human language.<\/strong><br \/>\n\ud83d\udcc5 Live online \u23f1 2.5 hours \ud83d\udcbb Level: Beginner to Intermediate \ud83e\uddd1\ud83c\udfeb Basic Python recommended<\/p>\n<p><strong>\u2728 What is this workshop about?<\/strong><br \/>\nThis workshop introduces participants to the exciting world of Natural Language Processing (NLP)\u2014 the field that powers chatbots, translation tools, sentiment analysis, and AI writing assistants. Through guided, hands-on coding activities, participants will build and experiment with simple NLP models and explore how machines process text, understand meaning, and generate language.<br \/>\nWhether you&#8217;re a data enthusiast, developer, or AI beginner, this workshop will give you practical tools and insight into one of the most in-demand AI domains.<\/p>\n<p><strong>\ud83c\udfaf What will you do and learn?<\/strong><br \/>\nBy the end of the session, participants will:<br \/>\n\u2022 \ud83d\udcda Understand the core concepts of NLP: tokenization, stemming, vectorization, and more<br \/>\n\u2022 \ud83d\udd0e Explore how text is cleaned, structured, and analyzed<br \/>\n\u2022 \ud83e\udd16 Build a sentiment analysis model using real-world data<br \/>\n\u2022 \ud83e\udde0 See how large language models (like ChatGPT) work under the hood<br \/>\n\u2022 \ud83d\udde8 Create a simple chatbot using rule-based or ML-based techniques<\/p>\n<p><strong>\ud83e\uddf0 Tools &amp; Setup<\/strong><br \/>\nYou will use:<br \/>\n\u2022 Python (in Google Colab \u2013 no local install needed)<br \/>\n\u2022 NLP libraries: NLTK, spaCy, or Hugging Face (depending on level)<br \/>\n\u2022 Jupyter notebooks provided<br \/>\n\u2022 Zoom for live instruction and screen sharing<\/p>\n<p><strong>\ud83d\udc65 Who is this for?<\/strong><br \/>\n\u0645\u0646\u0627\u0633\u0628 \u0644\u0640:<br \/>\n\u2022 Students and professionals in tech, business, or linguistics<br \/>\n\u2022 Developers and data enthusiasts exploring AI and machine learning<br \/>\n\u2022 Anyone curious about how language-based AI systems work<br \/>\n\u2022 No advanced coding or AI experience required \u2014 basic Python helps<\/p>\n<p><strong>\ud83e\uddd1\ud83c\udfeb Facilitator Support<\/strong><br \/>\n\u2022 \u2705 Live walkthroughs and shared notebooks<br \/>\n\u2022 \u2705 Help via chat and breakout rooms during hands-on parts<br \/>\n\u2022 \u2705 Downloadable code and project files after the session<\/p>\n<p><strong>\ud83c\udf93 Takeaway &amp; Certificate<\/strong><br \/>\n\u2022 Build and take home your own NLP mini project<br \/>\n\u2022 Digital Certificate of Participation<br \/>\n\u2022 Free resources to deepen your NLP journey<\/p>\n<p><strong>\ud83d\udccc Practical Info<\/strong><br \/>\n\u2022 Format: Live on Zoom.\u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u2022 Duration: 2.5 hours.\u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u2022 Language: English.\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u2022 Group size: Max 25 participants<\/p>\n<p><strong>Requirements:<\/strong> Google account, internet connection, and basic Python knowledge recommended<\/p>","protected":false},"excerpt":{"rendered":"<p>A hands-on workshop to explore how machines understand and generate human language. \ud83d\udcc5 Live online \u23f1 2.5 hours \ud83d\udcbb Level:&#8230;<\/p>","protected":false},"author":1,"featured_media":14057,"comment_status":"closed","ping_status":"closed","template":"","course_category":[89],"course_tag":[],"class_list":["post-12848","lp_course","type-lp_course","status-publish","has-post-thumbnail","hentry","course_category-workshops","course"],"_links":{"self":[{"href":"https:\/\/aihousetech.com\/ar\/wp-json\/wp\/v2\/lp_course\/12848","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aihousetech.com\/ar\/wp-json\/wp\/v2\/lp_course"}],"about":[{"href":"https:\/\/aihousetech.com\/ar\/wp-json\/wp\/v2\/types\/lp_course"}],"author":[{"embeddable":true,"href":"https:\/\/aihousetech.com\/ar\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aihousetech.com\/ar\/wp-json\/wp\/v2\/comments?post=12848"}],"version-history":[{"count":5,"href":"https:\/\/aihousetech.com\/ar\/wp-json\/wp\/v2\/lp_course\/12848\/revisions"}],"predecessor-version":[{"id":13495,"href":"https:\/\/aihousetech.com\/ar\/wp-json\/wp\/v2\/lp_course\/12848\/revisions\/13495"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aihousetech.com\/ar\/wp-json\/wp\/v2\/media\/14057"}],"wp:attachment":[{"href":"https:\/\/aihousetech.com\/ar\/wp-json\/wp\/v2\/media?parent=12848"}],"wp:term":[{"taxonomy":"course_category","embeddable":true,"href":"https:\/\/aihousetech.com\/ar\/wp-json\/wp\/v2\/course_category?post=12848"},{"taxonomy":"course_tag","embeddable":true,"href":"https:\/\/aihousetech.com\/ar\/wp-json\/wp\/v2\/course_tag?post=12848"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}