DataScience - 10

Storage Resource Management

System Resource Management

Software Resource Management

Storage Retrieval Management

Capacity planning

Data deduplication

Feature scaling

Storage tiering

NumPy

Pandas

Matplotlib

Scikit-learn

Add new columns

Merge two datasets

Compress the file

Remove duplicate rows

zipfile

gzip

tarfile

shutil

os.create()

os.open()

os.makedirs()

os.mkdir()

Tiering

Deduplication

Compression

Backup

To delete a file

To rename a file

To copy a file

To move a file to another folder

To permanently delete data

To recover data after failures

To slow down access

To duplicate data unnecessarily

Reporting and monitoring

To recover data after failures

Deduplication

Compression