Python Fundamentals For Absolute Beginner Using Google Colab

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Zeeshan Ahmad

6:19:17

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1 - Introduction

1 - Introduction of the course.mp4

04:43

1 - Introduction-of-the-course.mp4

04:42

2 - Course-Material.zip

2 - Lecture 2 Course Material.html

2 - Introduction of Google Colab

3 - Introduction of the Section.mp4

02:23

4 - Using Google Colab for Coding.mp4

19:03

3 - Operators in Python

5 - Arithmetic Operations With Python.mp4

10:09

6 - Comparison and Logical Operators.mp4

05:53

7 - Conditional Statements.mp4

08:14

4 - Arrays With NumPy

8 - Arrays With NumPy Part01.mp4

11:32

9 - Arrays With NumPy Part02.mp4

15:02

10 - Arrays With NumPy Part03.mp4

10:52

5 - Matplotlib For Data Visualization

11 - Plotting and Visualization Part01.mp4

17:51

12 - Plotting and Visualization Part02.mp4

15:03

13 - Plotting and Visualization Part03.mp4

13:34

14 - Plotting and Visualization Part04.mp4

07:35

6 - List in Python

15 - Working With Lists in Python.mp4

20:27

7 - Loops in Python

16 - for loops Part01.mp4

21:03

17 - for loops Part02.mp4

20:36

18 - while loop.mp4

12:16

8 - Strings in Python

19 - Strings in Python.mp4

12:39

20 - Print formatting with strings.mp4

03:36

9 - Working With Dictionaries in Python

21 - Dictionaries Part01.mp4

07:11

22 - Dictionaries Part02.mp4

08:04

10 - Seaborn

23 - Seaborn Part01.mp4

08:21

24 - Seaborn Part02.mp4

06:50

25 - Seaborn Part03.mp4

07:16

11 - Pandas

26 - Pandas Part01.mp4

06:24

27 - Pandas Part02.mp4

05:20

28 - Pandas Part03.mp4

08:54

29 - Pandas Part04.mp4

05:54

12 - Functions in Python

30 - Creating Function in Python Part01.mp4

08:16

31 - Creating Function in Python Part02.mp4

07:59

13 - Creating Classes in Python

32 - Creating Classes in Python.mp4

15:50

14 - Tuples

33 - Tuples in Python.mp4

06:25

15 - The lambda function

34 - lambda function in python.mp4

08:48

16 - map reduce and filter in Python

35 - map function.mp4

07:47

36 - reduce function.mp4

05:13

37 - filter function.mp4

04:47

17 - zip and join in Python

38 - zip function.mp4

08:31

39 - join function.mp4

04:14

Description

Fundamental Course of Python Programming for Absolute beginners. This course covers all the fundamental Python Libraries

What You'll Learn?

Google Colab for Python Programming
Operators used in Python.
How to create and use arrays in Python using NumPy
Built-in functions in NumPy
Generating Random Numbers using NumPy
How to plot and visualize the data using Matplotlib.
How to create lists and use them in Python
for loops and while loops in Python
Strings in Python
How to create dictionaries and use them in Python.
Seaborn Library
Pandas
Creating Functions in Python
Creating Classes in Python
Tuples
The lambda( ) function
map( ), reduce( ) and filter( ) functions
zip( ) and join( ) functions

Who is this for?

Anyone who wants to learn Python from scratch.

Students and Researchers in Artificial Intelligence

Students and Researchers who want to develop Python Programming skills to solve their Tasks.

Want to switch from Other Programming Languages to Python

What You Need to Know?

Only the gmail account

More details

Description
Fundamental Course of Python Programming for Absolute beginners using Google Colab. This course covers all the fundamental libraries such as NumPy, Matplotlib, Pandas, Seaborn etc. Furthermore many built-in Python function are explained with examples.
Course Contents
Introduction of the Google Colab
Operators in Python
Arrays with Numpy
Matplotlib for Data Visualization
Lists in Python
Loops in Python
Strings in Python
Dictionaries in Python
Seaborn
Pandas
Functions
Creating Classes in Python
Tuples
lambda() function
map() replace() and filter() functions
zip() and join()

Who this course is for:

Anyone who wants to learn Python from scratch.
Students and Researchers in Artificial Intelligence.
Students and Researchers who want to develop Python Programming skills to solve their Tasks.
Want to switch from Other Programming Languages to Python.
What youâ€™ll learn
Operators used in Python.
How to create and use arrays in Python using NumPy
Built-in function in NumPy
Generating Random Number using NumPy
How to plot and visualize the data using Matplotlib.
How to create lists and use them in Python
for loops and while loops in Python
Strings in Python
How to create dictionaries and use them in Python.
Seaborn Library
Pandas
Creating Functions in Python
Creating Classes in Python
Tuples
The lambda( ) function
map( ), reduce( ) and filter( ) functions
zip( ) and join( ) functions

Who this course is for:
Anyone who wants to learn Python from scratch.
Students and Researchers in Artificial Intelligence
Students and Researchers who want to develop Python Programming skills to solve their Tasks.
Want to switch from Other Programming Languages to Python

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Dr. Zeeshan is PhD in Electrical and Computer Engineering from Ryerson University Toronto. He has more than 18 years of teaching and research experience. He has taught many courses related to Computer and Electrical Engineering. His research interests include Machine learning, Deep learning, Computer vision, Signal and Image processing and multimodal fusion. He has publications in reputed journals and conferences.

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