4.2 - Data Preprocessing - Part 1 | (Tabular Data, Audio and Image)

Week 4 - Data Visualisation and Introduction to ML

Objectives

• Identifying and Learning to remove noisy bits in your dataset
• Converting your data to a form that can be used for downstream analysis and machine learning.
• An idea of data preprocessing functions used for Audio and Image Data Type [Details not discussed, functions just mentioned.]

Materials

• Tabular Data - Audible Dataset

• Audio - Example

• Image - Arizona State Museum

• Regex Cheatsheet
  

• Jupyter Notebook

Lecture

Next Class

4.3 - Data Preprocessing - Part 2 & Data Visualization)