Curiasity | Python numpy

Course / Course Details

Python numpy

Programming

By - Sasikala
0 students
N/A
(0)

Course Description

This course introduces Python NumPy (Numerical Python), one of the most powerful libraries for scientific computing and data analysis. Learners will understand how to create, manipulate, and analyze arrays efficiently using NumPy. The course covers array operations, indexing, slicing, mathematical functions, broadcasting, reshaping arrays, statistical analysis, and real-world numerical problem-solving. It is ideal for beginners, data analysts, programmers, and students who want to improve performance in data processing and mathematical computing.

Course Outcomes

By the end of this course, learners will be able to:

Understand the fundamentals of NumPy and its importance in Python programming.
Create and manipulate 1D, 2D, and multidimensional arrays.
Perform array indexing, slicing, and reshaping operations.
Apply mathematical and statistical functions using NumPy.
Use broadcasting for efficient numerical computations.
Handle matrix operations and linear algebra basics.
Optimize data processing speed compared to standard Python lists.
Build practical solutions for data analysis and scientific computing tasks.

Course Curriculum

1 chapters
33 lectures
0 quizzes
N/A total length

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1 Python Numpy Tutorial For Beginners Introduction Installing numpy

6.57 Min

2 Python Numpy Tutorial For Beginners The N dimensional array ndarray

12.2 Min

3 Python NumPy Tutorial for Beginners Array indexing

9.32 Min

4 Python Numpy Tutorial For Beginners Negative indexing and ndim method

10.54 Min

5 Python Numpy Tutorial For Beginners Array Slicing

17.26 Min

6 Python NumPy Tutorial For Beginners Data Types

10.01 Min

7 Python NumPy Tutorial For Beginners NumPy Astype method

7.23 Min

8 Python NumPy Tutorial For Beginners NumPy Array Copy vs View

8.14 Min

9 Python NumPy Tutorial For Beginners NumPy Array Reshaping

8.02 Min

10 Python NumPy Tutorial For Beginners How to Manipulate Arrays NumPy Reshape Function Part 1

9.53 Min

11 Python NumPy Tutorial For Beginners How to Manipulate Arrays NumPy Reshape Function Part 2

6.55 Min

12 Python NumPy Tutorial For Beginners NumPy Matrix transpose Transpose of an Array in Python

7.06 Min

13 Python NumPy Tutorial For Beginners Flatten a Matrix in Python using NumPy

7.22 Min

14 Python NumPy Tutorial For Beginners How To Concatenate Arrays in NumPy numpy concatenate

9.28 Min

15 Python NumPy Tutorial For Beginners NumPy Sorting Arrays How to sort a Numpy Array in Python

8.43 Min

16 Python NumPy Tutorial For Beginners Iterating Numpy Arrays

7.08 Min

17 Python NumPy Tutorial For Beginners Iterate Down To Scalar in Numpy

7.48 Min

18 Python NumPy Tutorial For Beginners Numpy nditer Loop Through Numpy array

10.54 Min

19 Python NumPy Tutorial For Beginners NumPy Searching Arrays numpy where

5.46 Min

20 Python NumPy Tutorial For Beginners NumPy searchsorted method with Examples

12.23 Min

21 Python NumPy Tutorial For Beginners NumPy Filtering Data in Python with Boolean Indexes

8.25 Min

22 Python NumPy Tutorial For Beginners NumPy Direct Filtering

7.52 Min

23 Python NumPy Tutorial For Beginners How to Filter a NumPy Array Examples

10.1 Min

24 Python NumPy Tutorial For Beginners Numpy Mean Median Mode Standard Deviation in Python

11.18 Min

25 Python NumPy Tutorial For Beginners numpy arange numpy linspace

8.58 Min

26 Python NumPy Tutorial For Beginners ARRAYS OF ONES ONES and IDENTITY MATRICES

6.3 Min

27 Python NumPy Tutorial For Beginners Introduction to Random Numbers in NumPy

5.44 Min

28 Python NumPy Tutorial For Beginners numpy random rand How to use NumPy Random Function

4.47 Min

29 Python NumPy Tutorial For Beginners numpy random randn in Python

7.48 Min

30 Python NumPy Tutorial For Beginners numpy random randn in Python

6.38 Min

31 How to Use Python NumPy Random Function EXAMPLES

9.21 Min

32 Numpy Tutorial for beginners Numpy Permutation How to use np random permutation

5.53 Min

33 Install Anaconda Python Jupyter Notebook on MacOS

9.25 Min

Instructor

Sasikala

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Duration N/A
Lectures 33 lessons
Enrolled 0 students
Category: Programming
0 Quizzes
Language: English
Skill Level Beginner
Certificate of Completion
Full lifetime access

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