NumPy Tutorial for Data Science
Learn first step towards Data Science with all important concept of Numerical Python NumPy in Python for Data Science
Python NumPy Tutorial for Beginners
☞ https://morioh.com/p/e4c29fa0ad65
Machine Learning From Scratch In Python - Full Course With 12 Algorithms (5 HOURS)
☞ https://morioh.com/p/c81eb01421e2
NumPy Tutorial for Beginners
☞ https://morioh.com/p/7a908fe46fb8
Wanna learn NumPy?
Look no further. This course covers everything from how to install and import NumPy to how to solve complex problems involving array creation, transformations, and random sampling.
Course Structure
The course is presented as a series of on-demand lecture style videos with lots of animated examples, code walkthroughs, and challenge problems to test your knowledge. Go as fast or as slow as you want.
It's difficult to describe everything around us with just one number. The world is multidimensional. The data we are consuming, product we use on daily basis, from non living organism to living organism require many feature to fully characterise and quantify it.
So if you want to learn about fastest python based numerical multi dimensional data processing framework, which is the foundation for many data science package like pandas for data analysis, sklearn scikit-learn for machine learning algorithm, you are at right place.
This course introduce with all majority of concept of NumPy - numerical python library.
I will teach from what and why of NumPy to all important concept of N dimension data processing
This course covers following topics.
Why and What NumPy is
NumPy installation
Creating NumPy array
Array indexing and slicing
Array manipulation
Mathematical & statistical function
Linear algebra function
How to persist NumPy array
Numpy practical application on Images
RGB Image to Gray scale conversion
Apply average and edge detection filter on images
What you’ll learn
Different Numpy function applied as Matrix/Array Operations
Different Numpy function for Linear Algebra, Statistics, Math
Numpy for Matplotlib visualization
Numpy Quizzes
Are there any course requirements or prerequisites?
Basic knowledge of Python Programming Language
Who this course is for:
Data Science Beginners
Anyone who want to learn how to process N dimensional Data
Anyone who want to learn Numpy - Numerical Python Library.
#NumPy #DataScience #Morioh
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