Titanic !!better!! (Web Trusted)

Titanic !!better!! (Web Trusted)

Transforming continuous numbers like Age and Fare into categorical "bins" can help models ignore small variations (noise) and focus on broader patterns (e.g., child vs. adult). : Use pd.cut to create meaningful age segments.

: The ship took 2 hours and 40 minutes to sink. It broke in two before disappearing beneath the waves at 2:20 a.m. on April 15. Titanic

: Extract the first letter and fill missing values with 'M' (Missing). Transforming continuous numbers like Age and Fare into

On the night of April 14, 1912, disaster struck. The Titanic received several warnings of icebergs in the area, but they were traveling at a speed of around 22 knots (25 mph) in a region known to have icebergs. At 11:40 PM, the lookouts in the crow's nest spotted an iceberg ahead, but it was too late to avoid the collision. The Titanic struck the iceberg on its starboard side, causing extensive damage to its hull. : The ship took 2 hours and 40 minutes to sink

When the lights went out, and the screams rose over the water, a millionaire gave his coat to a peasant. A bride gave her seat to a stranger. A band played God’s praises over the chaos.



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