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