Course curriculum

  • 1

    Khái quát về khóa học

    • Lời chào từ đội ngũ NTI/VietAI

    • Thời khoá biểu (Syllabus)

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

    Tuần 1: Multi-layer Perceptron

    • 1.1_Slide_Multi-layer Perceptron_25/02/2026

    • 1.1_Record_Multi-layer Perceptron_25/02/2026

    • 1.1_Quiz_Multi-layer Perceptron_Deadline 06/03/2026

    • 1.2_Slide_Multi-layer Perceptron_01/03/2026

    • 1.2_Tutorial_Multi-layer Perceptron_01/03/2026

    • 1.2_Recording_Multi-layer Perception_01/03/2026

    • 1.2_Quiz_Multi-layer Perceptron_Deadline 09/03/2026
  • 3

    Assignment 01: FFN Optimization_Deadline 18/03/2026

    • Assignment 01_FFN Optimization_Deadline 18/03/2026
  • 4

    Tuần 2: Multilayer Perceptron - MLP (2)

    • 2.1_Slide_Multi-layer perceptron_04/03/2026

    • 2.1_Record_Multi-layer perceptron_04/03/2026

    • 2.1_Quiz_Multi-layer perceptron_Deadline 13/03/2026

    • 2.2_Slide_Multi-layer Perception (2)_08/03/2026

    • 2.2_Record_Multi-layer Perception (2)_08/03/2026

    • 2.2_Quiz_Multi-layer Perception (2)_Deadline 17/03/2026
  • 5

    Tuần 3: Convolutional Neural Network (1)

    • 3.1_Slide_Convolutional Neural Network (1)_11/03/2025

    • 3.1_Record_Convolutional Neural Network_11/03/2026

    • 3.1_Quiz_Convolutional Neural Network (1)_Deadline 22/03/2026

    • 3.2._Tutorial_Implement CNN with Pytorch_15/03/2026

    • 3.2_Record_Implement CNN with Pytorch_15/03/2026

    • 3.2_Quiz_Implement CNN with Pytorch_Deadline 24/03/2026
  • 6

    Assignment 02: Project Virologist_Deadline 26/03/2026

    • Assignment 02_Project Virologist_Deadline 26/03/2026
  • 7

    Tuần 4: Convolutional Neural Network (2)

    • 4.1_Slide_Convolutional Neural Network (2)_18/03/2026

    • 4.1_Record_Convolutional Neural Network (2)_18/03/2026

    • 4.1_Quiz_Convolutional Neural Network (2)_Deadline 28/03/2026

    • 4.2_Tutorial_Transfer Learning with Pytorch_22/03/2026

    • 4.2_Record_Transfer Learning with Pytorch

    • 4.2_Quiz_Transfer Learning with Pytorch_Deadline 30/03/2026
  • 8

    Tuần 5: Word Representation & Recurrent Neural Network (1)

    • 5.1_Slide_Deep Learning in NLP Word2Vec_25/03/2026

    • 5.1_Record_Deep Learning in NLP Word2Vec_25/03/2026

    • 5.1_Quiz_Deep Learning in NLP Word2Vec_Deadline 04/04/2026