Course curriculum

  • 1

    Khái quát về khóa học

  • 2

    Week 1: Introduction to LLMs and RAG

    • 1.1_Slide_RAG Introduction_30/6

    • 1.1_Record_RAG Introduction_30/6

    • 1.2_Coding_Basic RAG System_2/7

    • 1.2_Record_Basic RAG System_2/7
  • 3

    Week 2: Introduction to OSS LLMs, data crawling, and LLM agents

    • 2.1_Slide_Hands on Practice with Different LLMs_7/7

    • 2.1_Record_Hands on Practive with Different LLMs_7/7

    • 2.1_Coding_RAG Demo Code For Paid LLMs

    • 2.1_Coding_RAG Demo Code For Free LLMs

    • 2.2_Slide_LLM Agent_9/7

    • 2.2_Record_LLM Agent_9/7

    • 2.2_Notebook_LLM Agent_9/7

    • 2.3_Assignment_01 Deadline 26/07/2024
  • 4

    Week 3: Assignment Break

    • Record_Instructions for Assignment 1
  • 5

    Week 4: Finetuning Embeddings and LLMs

    • 4.1_Record_Finetuning_21/7

    • 4.1_Slide_Finetuning_21/7

    • 4.1_Coding_Finetuning Examples_23/7

    • 4.2_Slide_Improve RAG System_23/7

    • 4.2_Record_Improve RAG System_23/7
  • 6

    Week 5: Building LLM Agents

    • 5.1_Slide_Building Agentic RAG_28/7

    • 5.1_Coding_Agentic RAG Examples_28/7

    • 5.1_Record_Agentic RAG Examples_28/7

    • 5.2_Final_Project Deadline 25/08/2024
  • 7

    Week 6: Advanced RAG Techniques and Deployment

    • 6.1_Slide_Advanced RAG Techniques and Deployment_4/8

    • 6.1_Coding_Advanced RAG Techniques and Deployment Examples_4/8

    • 6.1_Record_Advanced RAG Techniques and Deployment_4/8

    • 6.2_Coding_Lecture AMA_6/8

    • 6.2_Record_Lecturer AMA_6/8
  • 8

    Guest Speaker

    • Record_Labeling Evaluation Datasets with LLM on Google Spreadsheet
  • 9

    Week 7: Future of AI & Closure

    • 7.1_Record_LangGraph_3/9

    • 7.1_Coding_LangGraph_3/9

    • 7.2_Demo_Presentation_8/9

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FAQ

  • Detailed syllabus of the course

    Please refer here: https://docs.google.com/document/d/1uhj4Ywvp8HJXDlwnPPztItGuOzHAX3zBOB4vtWaTHKU/edit?usp=sharing

  • Class Time & Language

    Class Time: Tuesday evening (19:30 - 21:30) and Sunday morning (9:00 a.m. - 11:00 a.m.) Vietnamese Time every week. Language: Vietnamese

  • Tuition & Discount

    - Tuition: 4,999,000 VND 📌 Early Bird: 4,599,000 VND (register before 23:59 May 31, 2024) 📌 (Alumni/Current) students or registering in groups from 2: 4,499,000 VND 📌 For company training groups & extra requests (installment, combo register, VAT invoice issued. etc), don't hesitate reach our page to get the best support: facebook.com/vietaipublic/

  • How to register

    Please fill out this form: https://forms.gle/27o8BS9X2MMhGs7g8