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Mastering Numerical Computing with NumPy

Mastering Numerical Computing with Python guides you in performing complex computing with cutting-edge coverage on advanced concepts such as exploratory data analysis and clustering algorithms. You'll become an expert in addressing matrix calculations, and write efficient NumPy codes for implementing algorithms with real-world examples.

Offered by

Difficulty Level

Intermediate

Completion Time

8h16m approx.

Language

English

Certification

Not available

About Course

Book Content

chapters • 8h16m total length

1. Working with NumPy Arrays

2. Linear Algebra with NumPy

3. Explanatory Data Analysis of US Housing Data withNumPy Statistics

4. Predicting Housing Prices Using Linear Regression

5. Clustering Clients of Wholesale Distributor Using NumPy

6. Python ML Squad: NumPy, SciPy, Pandas, Scikit-Learn

7. Advanced Numpy

8. Overview of High-Performance Numerical Computing Libraries

9. Performance Benchmarks

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