AI EngineerBeginner7 modules~3.5 hours hands-on3 learning modes
Python Data Structures in Depth
Build a word-frequency analyser that evolves from a raw list to an elegant comprehension pipeline, learning lists, tuples, sets, dicts, and comprehensions along the way.
// What you'll be able to do- The workhorse of Python collections
- Immutable sequences and unique collections
- Key-value lookup for everything
- Pythonic data transformation
7 modules, built to run
Every module ships runnable code. Expand any one to see what's inside.
00IntroductionWhat problem this solves and how the course works30 min
Objective — What problem this solves and how the course works
Start moduleFree preview
01ListsThe workhorse of Python collections30 min
Objective — The workhorse of Python collections
02Tuples & SetsImmutable sequences and unique collections30 min
Objective — Immutable sequences and unique collections
03DictionariesKey-value lookup for everything30 min
Objective — Key-value lookup for everything
04ComprehensionsPythonic data transformation30 min
Objective — Pythonic data transformation
05Choosing the Right StructurePattern recognition for real problems30 min
Objective — Pattern recognition for real problems
06Pattern SynthesisPutting it all together30 min
Objective — Putting it all together
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