Big Data – Analysis and Management

1. Introduction to Big Data.

2. Introduction to Cloud Computing.

3. Data pre-processing.

4. Characteristics and Dimensionality.

5. Data Compression Methods.

6. Data Mining.

7. Clustering, Taxonomy and Decision Trees.

8. Discover Correlations.

9. Searching by content (time-series, images, video)

10. Fractals in Databases (self-similarity, fractal dimension)