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Python numpy

Track :

Programming
Course Presenter :

ProgrammingKnowledge

Lessons no : 33

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What will you learn in this course?
  • Master array creation, manipulation, and mathematical operations using Python NumPy for data analysis and scientific computing
  • Implement array indexing, slicing, reshaping, and broadcasting techniques to handle large datasets efficiently in Python
  • Apply vectorization, random number generation, and statistical functions to accelerate data processing and analysis workflows
  • Integrate NumPy with Pandas and Matplotlib to enhance data visualization, statistical analysis, and machine learning projects

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Lessons | 33
Python Numpy Tutorial For Beginners Introduction Installing numpy
00:06:57

Python Numpy Tutorial For Beginners Introduction Installing numpy
Python Numpy Tutorial For Beginners The N dimensional array ndarray
00:12:20

Python Numpy Tutorial For Beginners The N dimensional array ndarray
Python NumPy Tutorial for Beginners Array indexing
00:09:33

Python NumPy Tutorial for Beginners Array indexing
Python Numpy Tutorial For Beginners Negative indexing and ndim method
00:10:54

Python Numpy Tutorial For Beginners Negative indexing and ndim method
Python Numpy Tutorial For Beginners Array Slicing
00:17:27

Python Numpy Tutorial For Beginners Array Slicing
Python NumPy Tutorial For Beginners Data Types
00:10:01

Python NumPy Tutorial For Beginners Data Types
Python NumPy Tutorial For Beginners NumPy Astype method
00:07:24

Python NumPy Tutorial For Beginners NumPy Astype method
Python NumPy Tutorial For Beginners NumPy Array Copy vs View
00:08:15

Python NumPy Tutorial For Beginners NumPy Array Copy vs View
Python NumPy Tutorial For Beginners NumPy Array Reshaping
00:08:03

Python NumPy Tutorial For Beginners NumPy Array Reshaping
Python NumPy Tutorial For Beginners How to Manipulate Arrays NumPy Reshape Function Part 1
00:09:53

Python NumPy Tutorial For Beginners How to Manipulate Arrays NumPy Reshape Function Part 1
Python NumPy Tutorial For Beginners How to Manipulate Arrays NumPy Reshape Function Part 2
00:06:56

Python NumPy Tutorial For Beginners How to Manipulate Arrays NumPy Reshape Function Part 2
Python NumPy Tutorial For Beginners NumPy Matrix transpose Transpose of an Array in Python
00:07:06

Python NumPy Tutorial For Beginners NumPy Matrix transpose Transpose of an Array in Python
Python NumPy Tutorial For Beginners Flatten a Matrix in Python using NumPy
00:07:23

Python NumPy Tutorial For Beginners Flatten a Matrix in Python using NumPy
Python NumPy Tutorial For Beginners How To Concatenate Arrays in NumPy numpy concatenate
00:09:29

Python NumPy Tutorial For Beginners How To Concatenate Arrays in NumPy numpy concatenate
Python NumPy Tutorial For Beginners NumPy Sorting Arrays How to sort a Numpy Array in Python
00:08:44

Python NumPy Tutorial For Beginners NumPy Sorting Arrays How to sort a Numpy Array in Python
Python NumPy Tutorial For Beginners Iterating Numpy Arrays
00:07:09

Python NumPy Tutorial For Beginners Iterating Numpy Arrays
Python NumPy Tutorial For Beginners Iterate Down To Scalar in Numpy
00:07:49

Python NumPy Tutorial For Beginners Iterate Down To Scalar in Numpy
Python NumPy Tutorial For Beginners Numpy nditer Loop Through Numpy array
00:10:55

Python NumPy Tutorial For Beginners Numpy nditer Loop Through Numpy array
Python NumPy Tutorial For Beginners NumPy Searching Arrays numpy where
00:05:47

Python NumPy Tutorial For Beginners NumPy Searching Arrays numpy where
Python NumPy Tutorial For Beginners NumPy searchsorted method with Examples
00:12:24

Python NumPy Tutorial For Beginners NumPy searchsorted method with Examples
Python NumPy Tutorial For Beginners NumPy Filtering Data in Python with Boolean Indexes
00:08:25

Python NumPy Tutorial For Beginners NumPy Filtering Data in Python with Boolean Indexes
Python NumPy Tutorial For Beginners NumPy Direct Filtering
00:07:52

Python NumPy Tutorial For Beginners NumPy Direct Filtering
Python NumPy Tutorial For Beginners How to Filter a NumPy Array Examples
00:10:11

Python NumPy Tutorial For Beginners How to Filter a NumPy Array Examples
Python NumPy Tutorial For Beginners Numpy Mean Median Mode Standard Deviation in Python
00:11:19

Python NumPy Tutorial For Beginners Numpy Mean Median Mode Standard Deviation in Python
Python NumPy Tutorial For Beginners numpy arange numpy linspace
00:08:59

Python NumPy Tutorial For Beginners numpy arange numpy linspace
Python NumPy Tutorial For Beginners ARRAYS OF ONES ONES and IDENTITY MATRICES
00:06:30

Python NumPy Tutorial For Beginners ARRAYS OF ONES ONES and IDENTITY MATRICES
Python NumPy Tutorial For Beginners Introduction to Random Numbers in NumPy
00:05:45

Python NumPy Tutorial For Beginners Introduction to Random Numbers in NumPy
Python NumPy Tutorial For Beginners numpy random rand How to use NumPy Random Function
00:04:48

Python NumPy Tutorial For Beginners numpy random rand How to use NumPy Random Function
Python NumPy Tutorial For Beginners numpy random randn in Python
00:07:48

Python NumPy Tutorial For Beginners numpy random randn in Python
Numpy Tutorial for beginners How to Use NumPy random randint
00:06:38

Numpy Tutorial for beginners How to Use NumPy random randint
How to Use Python NumPy Random Function EXAMPLES
00:09:21

How to Use Python NumPy Random Function EXAMPLES
Numpy Tutorial for beginners Numpy Permutation How to use np random permutation
00:05:54

Numpy Tutorial for beginners Numpy Permutation How to use np random permutation
Install Anaconda Python Jupyter Notebook on MacOS
00:09:26

Install Anaconda Python Jupyter Notebook on MacOS

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Python numpy , in this course introduces you to one of the most powerful libraries for numerical and scientific computing in Python. You’ll learn how to install NumPy, create arrays, and perform mathematical operations efficiently. The course covers array indexing, slicing, reshaping, and broadcasting, helping you manipulate large datasets with ease. You’ll explore key concepts like vectorization, random number generation, and statistical functions to speed up data analysis tasks. Through practical exercises, you’ll see how NumPy integrates with other libraries such as Pandas and Matplotlib to form the foundation of data science and machine learning workflows. By the end, you’ll have a solid understanding of how to use NumPy for fast and efficient numerical computation — an essential skill for any data analyst, programmer, or Python enthusiast. ProgrammingKnowledge