NumPy
Fast number crunching with arrays, the foundation of Python data science.
0 of 14 lessons published
Syllabus
01 BasicsArrays. 4 lessons
- 1.1What is NumPy and why is it fast?Coming soon
- 1.2Creating arraysComing soon
- 1.3Array attributes: shape, dtype, ndimComing soon
- 1.4How NumPy stores arrays in memoryComing soon
02 OperationsWorking with arrays. 4 lessons
- 2.1Indexing and slicingComing soon
- 2.2Boolean and fancy indexingComing soon
- 2.3Vectorised operationsComing soon
- 2.4BroadcastingComing soon
03 ManipulationReshaping data. 3 lessons
- 3.1Reshape, flatten and transposeComing soon
- 3.2Joining and splitting arraysComing soon
- 3.3Sorting and searchingComing soon
04 MathsNumerical computing. 3 lessons
- 4.1Aggregate functionsComing soon
- 4.2Random numbersComing soon
- 4.3Linear algebra with NumPyComing soon