18. Types of problem suited to big data analysis.
Big data analysis on personal computers (PCs) is suitable for:
1. Text analysis: Understanding feelings, topics, and directions in large volumes of text data.
2. Data searching: Identifying patterns and links in datasets for different applications.
3. Time series analysis: Analysing time-labelled data for predicting.
4. Image and video processing: Tasks like image classification and video summarisation.
5. Diagram analytics: Studying relationships and structures in networks like social media connections.
6. Medical Data Analysis: Processing medical images, and health records.
7. Web Data Analysis: Collecting insights from web-related data sources such as server logs and social media interactions.
While PCs may have limitations with very large datasets, they can still handle these tasks effectively for smaller-size projects or models, with improvement and hardware considerations.
Types of problem suited to big data analysis
