{"id":26338,"date":"2025-11-06T06:25:12","date_gmt":"2025-11-06T06:25:12","guid":{"rendered":"https:\/\/stage.cloudthat.com\/training\/?post_type=stm-courses&p=26338"},"modified":"2025-11-06T06:33:54","modified_gmt":"2025-11-06T06:33:54","slug":"introduction-to-transformer-based-natural-language-processing","status":"publish","type":"stm-courses","link":"https:\/\/stage.cloudthat.com\/training\/nvidia-certification-course\/introduction-to-transformer-based-natural-language-processing","title":{"rendered":"Introduction to Transformer-Based Natural Language Processing"},"content":{"rendered":"

Large Language Models (LLMs), built on Transformer architectures, have transformed natural language processing (NLP). With the rise of generative AI applications such as chatbots and virtual assistants, understanding how to use LLMs to\u00a0<\/span>analyse<\/span>\u00a0and generate text is essential. This course introduces the fundamentals of Transformer-based models and\u00a0<\/span>demonstrates<\/span>\u00a0their application in solving key NLP tasks. Learners will gain practical experience in using pre-trained models to build intelligent, human-like language\u00a0<\/span>systems.<\/span><\/span>\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"

Large Language Models (LLMs), built on Transformer architectures, have transformed natural language processing (NLP). With the rise of generative AI applications such as chatbots and virtual assistants, understanding how to use LLMs to\u00a0analyse\u00a0and generate text is essential. This course introduces the fundamentals of Transformer-based models and\u00a0demonstrates\u00a0their application in solving key NLP tasks. Learners will gain […]<\/p>\n","protected":false},"author":5091,"featured_media":24821,"template":"","meta":{"footnotes":""},"stm_lms_course_taxonomy":[134],"metadata":{"stm_lms_product_id":["26339"],"_edit_lock":["1762410779:5091"],"_edit_last":["5091"],"popular_course":["0"],"_popular_course":["field_64253688bc2e5"],"course_banner_image":[""],"_course_banner_image":["field_63c69a6b81cf1"],"mobile_banner_image":[""],"_mobile_banner_image":["field_63cf93896d207"],"banner_link":[""],"_banner_link":["field_63c69a9681cf2"],"banner_image":[""],"_banner_image":["field_621873548f922"],"banner_description":["Learn how Transformers serve as the foundation of modern large language models (LLMs). Gain hands-on experience using these models for real-world NLP tasks like text classification, named-entity recognition, author attribution, and question answering."],"_banner_description":["field_612c733ed3564"],"overview_section_heading":["Course Overview:"],"_overview_section_heading":["field_64538867ffdd0"],"after_completing_course_heading":["After completing this course, participants will be able to: "],"_after_completing_course_heading":["field_645c78ade3f50"],"after_completing_course":["3"],"_after_completing_course":["field_6103aae828228"],"key_features_heading":["Key Features:"],"_key_features_heading":["field_645388ceffdd1"],"key_features":["4"],"_key_features":["field_6103aaff28229"],"who_should_attend_heading":["Who should Attend?"],"_who_should_attend_heading":["field_645388faffdd2"],"who_should_attend":["4"],"_who_should_attend":["field_6103ab0d2822a"],"prerequisites_heading":["Prerequisites:"],"_prerequisites_heading":["field_64538a51ffdd3"],"prerequisites_text":["

  • Basic understanding of deep learning concepts \r\n\r\n
  • Basic knowledge of language modeling and Transformers "],"_prerequisites_text":["field_612c7498c4b84"],"question_sets_details_heading":[""],"_question_sets_details_heading":["field_65d303841f38d"],"question_sets_details_description":[""],"_question_sets_details_description":["field_65d303841f38e"],"question_sets_details_button_text":[""],"_question_sets_details_button_text":["field_65d303841f38f"],"question_sets_details_question_sets":[""],"_question_sets_details_question_sets":["field_65d303841f390"],"question_sets_details":[""],"_question_sets_details":["field_65d303841f38c"],"category_features_heading":[""],"_category_features_heading":["field_644b8ff35049c"],"category_features_features":[""],"_category_features_features":["field_644b90025049d"],"category_features_cta_text":[""],"_category_features_cta_text":["field_644b90285049f"],"category_features_cta_link":[""],"_category_features_cta_link":["field_644b902d504a0"],"category_features":[""],"_category_features":["field_644b8fe15049b"],"course_features_0_heading":["Why choose CloudThat as your training partner? "],"_course_features_0_heading":["field_644a0fae0e67e"],"course_features_0_features_list":["8"],"_course_features_0_features_list":["field_644a0fb70e67f"],"course_features_0_background_color":["a:1:{i:0;s:4:\"blue\";}"],"_course_features_0_background_color":["field_644a0fde0e681"],"course_features":["1"],"_course_features":["field_644a0fa10e67d"],"certification_heading":["Certification Details: "],"_certification_heading":["field_64538bffffdd5"],"certification":["1"],"_certification":["field_6103ab1a2822b"],"about_trainer":[""],"_about_trainer":["field_6103ab6c2822f"],"course_fee_heading":[""],"_course_fee_heading":["field_64538c1cffdd6"],"course_fee_list":[""],"_course_fee_list":["field_6103abb728234"],"brochure_pdf":[""],"_brochure_pdf":["field_61232e258f89b"],"trainer":[""],"_trainer":["field_6124990e13784"],"course_outline_heading":["Course Outline:"],"_course_outline_heading":["field_64538a8effdd4"],"course_section":["11"],"_course_section":["field_612f4f27b0276"],"note_section":[""],"_note_section":["field_616d3ed46bbd2"],"popular_sort":[""],"_popular_sort":["field_6172496402af3"],"related_courses":["a:1:{i:0;s:5:\"26329\";}"],"_related_courses":["field_61c453ca6b2dd"],"reviews_heading":[""],"_reviews_heading":["field_64538c39ffdd7"],"review_rating":[""],"_review_rating":["field_62a813a92bee6"],"total_review_count":["1000"],"_total_review_count":["field_62b002d8d2de5"],"average_review_count":["4.9"],"_average_review_count":["field_62b00367d2de6"],"faq_heading":["FAQs:"],"_faq_heading":["field_64538c59ffdd8"],"educational_schema":[""],"_educational_schema":["field_652fbbf6f589a"],"permalink_customizer":["nvidia-certification-course\/introduction-to-transformer-based-natural-language-processing"],"permalink_customizer_regenerate_status":["1"],"curriculum":[""],"featured":[""],"views":["36"],"level":["beginner"],"current_students":["0"],"duration_info":["1 Day"],"video_duration":[""],"status":[""],"status_dates":[""],"not_single_sale":[""],"price":["29900"],"sale_price":[""],"sale_price_dates":[""],"enterprise_price":[""],"not_membership":[""],"affiliate_course":[""],"affiliate_course_text":[""],"affiliate_course_link":[""],"expiration_course":[""],"end_time":[""],"drip_content":[""],"prerequisites":[""],"prerequisite_passing_level":[""],"announcement":[""],"faq":["[{\"question\":\"Do I need prior NLP experience? \",\"answer\":\"No, but a basic understanding of deep learning and Transformers is recommended. \"},{\"question\":\"What tools are used in the course?\",\"answer\":\"The course uses pre-trained Transformer-based LLMs and provides access to NVIDIA DLI resources. \"},{\"question\":\" Will I receive a certificate? \",\"answer\":\"Yes, upon successful completion, you will receive an NVIDIA DLI Certificate of Completion.\"},{\"question\":\"How much does the course cost?\",\"answer\":\"The course is priced at $30.\"},{\"question\":\"What kind of roles can this course help with?\",\"answer\":\"This course is a great starting point for roles in NLP engineering, AI development, and data science with a focus on language models.\"}]"],"course_files_pack":[""],"course_certificate":[""],"type":[""],"video_type":[""],"presto_player_idx":[""],"lesson_video":[""],"lesson_video_poster":[""],"lesson_video_width":[""],"lesson_shortcode":[""],"lesson_embed_ctx":[""],"lesson_youtube_url":[""],"lesson_stream_url":[""],"lesson_vimeo_url":[""],"lesson_ext_link_url":[""],"duration":[""],"preview":[""],"lesson_excerpt":[""],"lesson_files_pack":[""],"questions":[""],"quiz_style":[""],"duration_measure":[""],"correct_answer":[""],"passing_grade":[""],"re_take_cut":[""],"random_questions":[""],"answers":[""],"question_explanation":[""],"question_view_type":[""],"review_course":[""],"review_user":[""],"review_mark":[""],"order":[""],"absolute":[""],"sticky":[""],"sticky_threshold":[""],"sticky_threshold_color":[""],"stm_agenda":[""],"stm_host":[""],"stm_select_approved_denied":[""],"stm_multiselect_approved":[""],"stm_multiselect_denied":[""],"stm_date":[""],"stm_time":[""],"stm_timezone":[""],"stm_duration":[""],"stm_password":[""],"stm_waiting_room":[""],"stm_join_before_host":[""],"stm_host_join_start":[""],"stm_start_after_participants":[""],"stm_mute_participants":[""],"stm_enforce_login":[""],"stm_alternative_hosts":[""],"author_id":[""],"emails":[""],"wpdocs-meta-bdt":["29900"],"wpdocs-meta-gbp":["1399"],"wpdocs-meta-rand":["7850"],"wpdocs-meta-aed":["4739"],"wpdocs-meta-usd":["1429"],"offline_price":["38870"],"offline-bdt":["38870"],"offline-gbp":["1598"],"offline-rand":[""],"offline-aed":["8999"],"offline-usd":["2199"],"_yoast_wpseo_primary_stm_lms_course_taxonomy":["134"],"_yoast_wpseo_content_score":["90"],"_yoast_wpseo_estimated-reading-time-minutes":["1"],"_thumbnail_id":["24821"],"after_completing_course_0_desciption":["Describe how Transformers function as the core of modern LLMs. "],"_after_completing_course_0_desciption":["field_6103ad2f9f5b2"],"after_completing_course_1_desciption":["Understand how LLMs manipulate, analyse, and generate text data."],"_after_completing_course_1_desciption":["field_6103ad2f9f5b2"],"after_completing_course_2_desciption":["Apply pre-trained LLMs to NLP tasks such as: Text classification, Named-entity recognition (NER), Author attribution, Question answering."],"_after_completing_course_2_desciption":["field_6103ad2f9f5b2"],"key_features_0_lists":["Self-paced, hands-on learning.<\/span><\/span>"],"_key_features_0_lists":["field_6103ad559f5b3"],"key_features_1_lists":["Real-world NLP use cases.<\/span><\/span>"],"_key_features_1_lists":["field_6103ad559f5b3"],"key_features_2_lists":["Access to NVIDIA Deep Learning Institute (DLI) resources.<\/span><\/span>"],"_key_features_2_lists":["field_6103ad559f5b3"],"key_features_3_lists":["Certificate of completion from NVIDIA DLI.<\/span><\/span>"],"_key_features_3_lists":["field_6103ad559f5b3"],"who_should_attend_0_attend_lists":["Beginners in NLP and AI"],"_who_should_attend_0_attend_lists":["field_6103adfb3f3e4"],"who_should_attend_1_attend_lists":["Developers and data scientists exploring LLMs"],"_who_should_attend_1_attend_lists":["field_6103adfb3f3e4"],"who_should_attend_2_attend_lists":["AI enthusiasts interested in generative AI"],"_who_should_attend_2_attend_lists":["field_6103adfb3f3e4"],"who_should_attend_3_attend_lists":["Students and professionals transitioning into NLP roles"],"_who_should_attend_3_attend_lists":["field_6103adfb3f3e4"],"course_features_0_features_list_0_list":["Specialized NLP and LLM Focus: CloudThat offers expert-led training specifically designed for modern NLP and large language model (LLM) applications, ensuring learners gain relevant and up-to-date skills in generative AI."],"_course_features_0_features_list_0_list":["field_644a0fc80e680"],"course_features_0_features_list_1_list":["Industry-Recognized Trainers: Our instructors are certified professionals with hands-on experience in deploying Transformer-based models and building real-world NLP solutions."],"_course_features_0_features_list_1_list":["field_644a0fc80e680"],"course_features_0_features_list_2_list":["Hands-On Learning Approach: The course includes practical labs and exercises that allow learners to apply Transformer models to tasks like text classification, NER, and question answering."],"_course_features_0_features_list_2_list":["field_644a0fc80e680"],"course_features_0_features_list_3_list":["Customized Learning Paths: Whether you're a beginner or transitioning into NLP from another domain, our training is structured to meet your learning needs and pace."],"_course_features_0_features_list_3_list":["field_644a0fc80e680"],"course_features_0_features_list_4_list":["Interactive Learning Experience: Engage in live sessions, discussions, and mentorship opportunities that enhance understanding and retention of complex NLP concepts."],"_course_features_0_features_list_4_list":["field_644a0fc80e680"],"course_features_0_features_list_5_list":["Placement Assistance and Career Support: We provide resume reviews, interview preparation, and connect learners with job opportunities in AI and NLP domains."],"_course_features_0_features_list_5_list":["field_644a0fc80e680"],"course_features_0_features_list_6_list":["Continuous Learning and Updates: Our course content is regularly updated to reflect the latest advancements in Transformer architectures and LLM applications."],"_course_features_0_features_list_6_list":["field_644a0fc80e680"],"course_features_0_features_list_7_list":["Positive Reviews and Testimonials: Trusted by thousands of learners and enterprises, CloudThat is known for delivering high-quality, impactful AI training."],"_course_features_0_features_list_7_list":["field_644a0fc80e680"],"certification_0_short_description":[""],"_certification_0_short_description":["field_6103ab2f2822c"],"certification_0_list_content":["Participants who complete the course will receive an official NVIDIA Deep Learning Institute Certificate of Completion for Introduction to Transformer-Based NLP."],"_certification_0_list_content":["field_6103ab4a2822d"],"certification_0_image":["15024"],"_certification_0_image":["field_6103ab5b2822e"],"course_section_0_module_title":["Introduction to Transformers and LLMs"],"_course_section_0_module_title":["field_612f5535940c3"],"course_section_0_module_description":[""],"_course_section_0_module_description":["field_612f564c921af"],"course_section_0_section":[""],"_course_section_0_section":["field_612f51e6b0277"],"course_section_1_module_title":["Overview of Transformer architecture "],"_course_section_1_module_title":["field_612f5535940c3"],"course_section_1_module_description":[""],"_course_section_1_module_description":["field_612f564c921af"],"course_section_1_section":[""],"_course_section_1_section":["field_612f51e6b0277"],"course_section_2_module_title":["Evolution of LLMs in NLP"],"_course_section_2_module_title":["field_612f5535940c3"],"course_section_2_module_description":[""],"_course_section_2_module_description":["field_612f564c921af"],"course_section_2_section":[""],"_course_section_2_section":["field_612f51e6b0277"],"course_section_3_module_title":["Text Classification"],"_course_section_3_module_title":["field_612f5535940c3"],"course_section_3_module_description":[""],"_course_section_3_module_description":["field_612f564c921af"],"course_section_3_section":[""],"_course_section_3_section":["field_612f51e6b0277"],"course_section_4_module_title":["Using LLMs to categorize text data"],"_course_section_4_module_title":["field_612f5535940c3"],"course_section_4_module_description":[""],"_course_section_4_module_description":["field_612f564c921af"],"course_section_4_section":[""],"_course_section_4_section":["field_612f51e6b0277"],"course_section_5_module_title":["Named-Entity Recognition (NER)"],"_course_section_5_module_title":["field_612f5535940c3"],"course_section_5_module_description":[""],"_course_section_5_module_description":["field_612f564c921af"],"course_section_5_section":[""],"_course_section_5_section":["field_612f51e6b0277"],"course_section_6_module_title":["Identifying and classifying entities in text"],"_course_section_6_module_title":["field_612f5535940c3"],"course_section_6_module_description":[""],"_course_section_6_module_description":["field_612f564c921af"],"course_section_6_section":[""],"_course_section_6_section":["field_612f51e6b0277"],"course_section_7_module_title":["Author Attribution"],"_course_section_7_module_title":["field_612f5535940c3"],"course_section_7_module_description":[""],"_course_section_7_module_description":["field_612f564c921af"],"course_section_7_section":[""],"_course_section_7_section":["field_612f51e6b0277"],"course_section_8_module_title":["Determining authorship using language patterns"],"_course_section_8_module_title":["field_612f5535940c3"],"course_section_8_module_description":[""],"_course_section_8_module_description":["field_612f564c921af"],"course_section_8_section":[""],"_course_section_8_section":["field_612f51e6b0277"],"course_section_9_module_title":["Question Answering"],"_course_section_9_module_title":["field_612f5535940c3"],"course_section_9_module_description":[""],"_course_section_9_module_description":["field_612f564c921af"],"course_section_9_section":[""],"_course_section_9_section":["field_612f51e6b0277"],"course_section_10_module_title":["Building systems that understand and respond to queries"],"_course_section_10_module_title":["field_612f5535940c3"],"course_section_10_module_description":[""],"_course_section_10_module_description":["field_612f564c921af"],"course_section_10_section":[""],"_course_section_10_section":["field_612f51e6b0277"]},"acf":[],"_links":{"self":[{"href":"https:\/\/stage.cloudthat.com\/training\/wp-json\/wp\/v2\/stm-courses\/26338"}],"collection":[{"href":"https:\/\/stage.cloudthat.com\/training\/wp-json\/wp\/v2\/stm-courses"}],"about":[{"href":"https:\/\/stage.cloudthat.com\/training\/wp-json\/wp\/v2\/types\/stm-courses"}],"author":[{"embeddable":true,"href":"https:\/\/stage.cloudthat.com\/training\/wp-json\/wp\/v2\/users\/5091"}],"version-history":[{"count":7,"href":"https:\/\/stage.cloudthat.com\/training\/wp-json\/wp\/v2\/stm-courses\/26338\/revisions"}],"predecessor-version":[{"id":26348,"href":"https:\/\/stage.cloudthat.com\/training\/wp-json\/wp\/v2\/stm-courses\/26338\/revisions\/26348"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/stage.cloudthat.com\/training\/wp-json\/wp\/v2\/media\/24821"}],"wp:attachment":[{"href":"https:\/\/stage.cloudthat.com\/training\/wp-json\/wp\/v2\/media?parent=26338"}],"wp:term":[{"taxonomy":"stm_lms_course_taxonomy","embeddable":true,"href":"https:\/\/stage.cloudthat.com\/training\/wp-json\/wp\/v2\/stm_lms_course_taxonomy?post=26338"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}