Self-Study

  1. Coursera: Introduction to Data Science in Python
  2. Coursera: Applied Plotting, Charting & Data Representation in Python
  3. Coursera: Applied Machine Learning in Python
  4. Coursera: Applied Text Mining in Python

Ứng dụng - Bài tập - Mini Project

Programming Language Detection

  • Description: Build model to detect programming language and micro-web for testing
  • Technical: ML with fastText and sklearn, Crawler data using BeautifulSoup and Selenium, Flask
  • Link: GitHub

Flowers / Dog breed Detection

  • Description:
    • Flowers: Daisy, Dandelion, Roses, Sunflowers, Tulips (Sample flowers from Tensorflow)
    • Dog breed: 120 dog breeds (Data from Kaggle)
  • Technical: Tensorflow, Flask, Keras
  • Link: GitHub
  • General: Can use for detection all image idea.

Cần học thêm về

  • Google AI: BERT. Deep Learning in NLP
  • WordNet, Word2Vec, GloVe
  • Sound detection