46. Deep Learning vs Classical ML: When to Use Which
Kab classical, kab deep? Table asel tar sklearn first. Images/text rich asel tar DL. Baseline nehmi.
What you will learn in this chapter
- When classical ML is enough
- When deep learning helps
- Side-by-side comparison
- Cost and data size
- Practice before CNNs
Fictional data
Blinkit / Amazon Now / Mauli Dairy figures in this chapter are fictional sample data for learning only. They do not show real company numbers. People names are for practice; e-mails use example.com.
Concepts in this chapter
- 46.1When Classical ML Is Enough
- 46.2When Deep Learning Helps
- 46.3Side-by-Side Comparison
- 46.4Cost and Data Size
- 46.5Practice, Tip and Close
The chapter recap is at the end of the last concept page.