Read this if

• ✓ You seek deep theoretical understanding of ML algorithms.
• ✓ You want to bridge classical statistics with modern ML.
• ✓ You are comfortable with advanced mathematical notation.

Skip this for now if

• ✗ You prefer hands-on coding examples and practical tutorials.
• ✗ You are new to machine learning or statistical concepts.
• ✗ You need a quick reference rather than a textbook.

Less ideal for

• • Developers wanting immediate hands-on tutorials