The Data Mining fundamentals series is jam-packed with all the background information, technical terminology, and basic knowledge that you will need to hit the ground running.
What You'll Learn
- What data is, the basic vocabulary and data attributes
- Data quality, data noise, missing values and data preprocessing, known as data cleaning
- Different strategies used in data mining such as data aggregation and data sampling
- Various evaluation measures
- Data Visualization using various plots