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Data Analytics track

NumPy

Arrays, vectorized computation, broadcasting and numerical performance.

6 concepts3 labs
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Concepts

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Work through the concepts in order, or jump to what you need.

1

NumPy Arrays

Concept · Hands-on lab included

2

Broadcasting

Concept · Hands-on lab included

3

Indexing and Vectorization

Concept · Hands-on lab included

4

Linear Algebra in numpy

Concept · Hands-on lab included

5

Random Numbers and Statistics

Concept · Hands-on lab included

6

Performance and Memory

Concept · Hands-on lab included

Practice

Hands-on labs

Apply what you've learned in guided, production-style environments.

Browse all labs

Blast Through a Numeric Rebuild

25 min · beginner · NumPy Arrays

Standardize a Feature Matrix

25 min · intermediate · Broadcasting

Simulate and Bootstrap a Conversion Impact

30 min · intermediate · Random Numbers and Statistics

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DevOpsForge - Data Analytics · NumPy
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