Training-Lab-Machine-Learning-HUST-2023

Introduction:

Training phases of Machine Learning lab in BKAI, HUST 2023. The training procedure consists of three phases:

• Phase 1: Introduction to Machine Learning

  • Session 1: Ridge Regression, text preprocessing: Bag of words, TF-IDF, Words2vec
  • Session 2: K-Means, Support vector machine
  • Session 3: ANN
  • Session 4: Time-series data, RNN, LSTM

• Phase 2: Probabilistic Graphical Model

• Phase 3: Read paper

Resources:

• Machine Learning class, taught by Assoc Prof Than Quang Khoat. Lecture is available online on Youtube