Talk on "Introduction to Data Analytics & Machine Learning"

Workshop, IWMLDA, Online, 2021

Presented a two-hour session on Introduction to Data Analytics & Machine Learning as part of the International Workshop on Machine Learning for Data Analytics, IWMLDA.

This was a seven-day online summit of talks, tutorials, and workshops.

The workshop series covered the following topics:

  • Part A: Data Analytics
    1. Introduction to Data Analytics & Machine Learning
    2. Fundamentals of Data Handling
    3. Data Pre-processing and Visualization
    4. Data Processing and Exploration
  • Part B: Machine Learning
    1. Concept Learning & the General-to-Specific Ordering
    2. Unsupervised and supervised learning
    3. Decision tree and Bayesian learning
    4. Artificial neural networks (ANN)