Course curriculum

  • 1

    Khái quát về khóa học

    • Đội ngũ Giảng viên & Syllabus

    • Phương thức nộp bài (Đối với những bài tập lập trình cần download)
  • 2

    Assignments

    • Assignment 01_Deadline 06/06/2026

    • Assignment 02_Deadline 25/06/2026

    • Assignment 03: Self-Improving AI for Financial Question Answering
  • 3

    Week 1: Opening ceremony

    • Slide 1.1_Attention & Transformer_20/05/2026

    • Record 1.1_Attention & Transformer_20/05/2026

    • Quiz 1.1_Attention & Transformer_Deadline 08/06/2026

    • Code 1.2_Huggingface Ecosystem_24/05/2026

    • Slide 1.2_Huggingface Ecosystem_24/05/2026

    • Quiz 1.2_Huggingface Ecosystem_Deadline 08/06/2026
  • 4

    Week 2: Large Pretrained Decoder

    • Slide 2.1_Large Pretrained Decoder Transformers_27/05/2026

    • Record 2.1_Large Pretrained Decoder Transformers_27/05/2026

    • Quiz 2.1_Large Pretrained Decoder Transformers_Deadline 17/06/2026

    • Code 2.2.1_GPT From Scratch_31/05/2026

    • Record 2.2_GPT From Scratch_31/05/2026

    • Code 2.2.2_Multilingual GPT_31/05/2026

    • Quiz 2.2_GPT From Scratch_Deadline 17/06/2026
  • 5

    Week 3: Prompting and Finetuning

    • Slide 3.1_Prompting and Finetuning_03/06/2026

    • Code_3.1_Decoder Tutorial_03/06/2026

    • Record_3.1_Decoder Tutorial_03/06/2026

    • Quiz_3.1_Decoder Tutorial_17/06/2026

    • Slide 3.2_Foundations of Speech Processing_07/06/2026

    • Quiz 3.2_Foundations of Speech Processing_Deadline 15/07/2026

    • Record 3.2_Foundations of Speech Processing_07/06/2026
  • 6

    Week 4: Encoder Only & Encoder Decoder

    • Slide 4.1_Encoder Only & Encoder Decoder_10/06/2026

    • Record 4.1_Encoder Only & Encoder Decoder_10/06/2026

    • Quiz 4.1_Encoder Only & Encoder Decoder_Deadline 27/06/2026

    • Code 4.2_Encoder Decoder & Pointer Generator Network_14/06/2026

    • Record 4.2_Encoder Decoder & Pointer Generator Network_14/06/2026

    • Quiz 4.2_Encoder Decoder & Pointer Generator Network_Deadline 27/06/2026
  • 7

    Week 5: Parameter-Efficient Finetuning

    • Slide 5.1_Parameter-Efficient Finetuning_17/06/2026

    • Record 5.1_Parameter-Efficient Finetuning_17/06/2026

    • Quiz 5.1_Parameter-Efficient Finetuning_Deadline 27/06/2026

    • Slide 5.2_Agent Introduction_24/06/2026

    • Record 5.2_Agent Introduction_24/06/2026

    • Quiz 5.2_Agent Introduction_Deadline 10/07/2026
  • 8

    Week 6: Agent Introduction and Advanced Techniques

    • Slide 6.1_Agent Advanced Techniques_28/06/2026

    • Quiz 6.1_Agent Advanced Techniques_07/07/2026

    • Record 6.1_Agent Advanced Techniques_28/06/2026

    • Slide 6.2_LLMs Eval_01/07/2026

    • Record 6.2_LLMs Eval_01/07/2026

    • Quiz 6.2_LLMs Eval_Deadline 10/07/2026
  • 9

    Week 7: Agent Optimization and Scaling

    • Slide 7.1_ Agent Optimization and Scaling_05/07/2026

    • Record 7.1_Agent Optimization and Scaling_05/07/2026

    • Quiz 7.1_Agent Optimization and Scaling_14/07/2026

    • Record 7.2_QnA Skill Development and Carrer Path_12/07/2026