[Last updated 1/2024] Python 3: Fundamentals (Udemy – Engsub)

About Course

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What you’ll learn:
Learn Python fundamentals
Basic to advanced data types
Functional and Object Oriented programming
Closures and decorators
Datetime and timezone handling
Reading and writing text, CSV and JSON files
Making REST API requests
Fundamentals of NumPy
Fundamentals of Pandas
Fundamentals of Matplotlib

Link gốc:
https://www.udemy.com/course/python3-fundamentals/

Time Course:
48 hours (286 Lectures + Documents)

Instructor
: Dr. Fred Baptiste
Total Weight:
8.66 GB
** Note
:

Chú ý:

Course Content

17 – Sorting and Filtering

001 Introduction – Sorting and Filtering.mp4

00:45
002 Filtering – Lecture.mp4

05:06
003 Filtering – Coding.mp4

07:53
004 Sorting – Lecture.mp4

07:58
005 Sorting – Coding.mp4

12:15
006 min and max – Lecture.mp4

02:07
007 min and max – Coding.mp4

03:03

33 – Conclusion

31 – Matplotlib

001 Introduction – Matplotlib.mp4

04:15
002 Matplotlib Basics – Lecture.mp4

09:12
003 Matplotlib Basics – Coding.mp4

08:16
004 Multi Plots – Lecture.mp4

03:19
005 Multi Plots – Coding.mp4

25:34
006 More Plot Types – Lecture.mp4

04:23
007 More Plot Types – Coding.mp4

26:27
008 Charting with mplfinance – Lecture.mp4

04:10
009 Charting with mplfinance – Coding.mp4

22:05

30 – Pandas

010 Missing Data – Lecture.mp4

13:26
019 Manipulating Data – Coding.mp4

34:42
018 Manipulating Data – Lecture.mp4

06:22
017 Sorting and Filtering – Coding.mp4

30:48
016 Sorting and Filtering – Lecture.mp4

12:28
015 Basic Data Analysis – Coding.mp4

22:18
014 Basic Data Analysis – Lecture.mp4

02:50
013 Loading Data – Coding.mp4

14:31
012 Loading Data – Lecture.mp4

05:33
011 Missing Data – Coding.mp4

29:25
001 Introduction – Pandas.mp4

03:47
009 Selecting Data – Coding.mp4

18:20
008 Selecting Data – Lecture.mp4

06:42
007 DataFrames – Coding.mp4

28:00
006 DataFrames – Lecture.mp4

07:42
005 Series – Coding.mp4

20:57
004 Series – Lecture.mp4

16:46
003 Indexes – Coding.mp4

15:52
002 Indexes – Lecture.mp4

14:30

29 – NumPy

011 Indexing – Coding.mp4

05:12
021 Additional Math and Stats Functions – Coding.mp4

16:50
020 Additional Math and Stats Functions – Lecture.mp4

12:32
019 Universal Functions – Coding.mp4

26:47
018 Universal Functions – Lecture.mp4

06:41
017 Masking – Coding.mp4

21:00
016 Masking – Lecture.mp4

09:20
015 Fancy Indexing – Coding.mp4

20:53
014 Fancy Indexing – Lecture.mp4

14:27
013 Slicing – Coding.mp4

21:12
012 Slicing – Lecture.mp4

12:25
001 Introduction – NumPy.mp4

21:20
010 Indexing – Lecture.mp4

04:41
009 Stacking Arrays – Coding.mp4

16:45
008 Stacking Arrays – Lecture.mp4

05:23
007 Reshaping Arrays – Coding.mp4

09:09
006 Reshaping Arrays – Lecture.mp4

04:00
005 Creating Arrays from Scratch – Coding.mp4

15:58
004 Creating Arrays from Scratch – Lecture.mp4

03:57
003 Creating Arrays from Lists – Coding.mp4

14:58
002 Creating Arrays from Lists – Lecture.mp4

08:57

28 – 3rd Party Libraries

001 Introduction – 3rd Party Libraries.mp4

05:06
002 The pytz Library – Lecture.mp4

05:16
003 The pytz Library – Coding.mp4

13:35
004 The dateutil Library – Lecture.mp4

05:41
005 The dateutil Library – Coding.mp4

29:01
006 JSON Data – Lecture.mp4

12:12
007 JSON Data – Coding.mp4

15:53
008 REST APIs – Lecture.mp4

30:52
009 REST APIs – Coding.mp4

12:15
010 The requests Library – Lecture.mp4

10:38
011 The requests Library – Coding.mp4

42:24

26 – Custom Classes

001 Introduction – Custom Classes.mp4

13:25
002 Defining Classes – Lecture.mp4

07:47
003 Defining Classes – Coding.mp4

09:49
004 Initializing Classes – Lecture.mp4

07:40
005 Initializing Classes – Coding.mp4

13:28
006 Instance Methods – Lecture.mp4

03:56
007 Instance Methods – Coding.mp4

29:34
008 Special Methods – Lecture.mp4

07:22
009 Special Methods – Coding.mp4

20:47
010 Properties – Lecture.mp4

10:03
011 Properties – Coding.mp4

21:46

25 – Decimal Module

24 – Math and Statistics Modules

23 – Random Module

22 – CSV Module

001 Introduction – CSV Module.mp4

01:44
002 Reading CSV Files – Lecture.mp4

08:59
003 Reading CSV Files – Coding.mp4

04:14
004 Dialects – Lecture.mp4

02:46
005 Dialects – Coding.mp4

07:57
006 More Examples Reading CSV Files – Lecture.mp4

00:29
007 More Examples Reading CSV Files – Coding.mp4

14:09
008 Writing CSV Files – Lecture.mp4

02:49
009 Writing CSV Files – Coding.mp4

05:45

21 – Dates and Times

001 Introduction – Dates and Times.mp4

15:26
002 The time Module – Lecture.mp4

18:35
003 The time Module – Coding.mp4

19:48
004 The datetime Module – Lecture.mp4

05:38
005 The datetime Module – Coding.mp4

15:19
006 Date Arithmetic – Lecture.mp4

03:39
007 Date Arithmetic – Coding.mp4

21:49
008 Naive and Aware Times – Lecture.mp4

09:44
009 Naive and Aware Times – Coding.mp4

20:21
010 Custom Representations – Lecture.mp4

01:32
011 Custom Representations – Coding.mp4

08:58

20 – Modules and Imports

19 – Text Files

18 – Decorators

01 – Introduction

16 – Higher Order Functions

14 – Some Additional Functions

13 – Functions

001 Introduction – Functions.mp4

06:17
002 Custom Functions – Lecture.mp4

12:25
003 Custom Functions – Coding.mp4

29:48
004 Star Arguments – Lecture.mp4

04:14
005 Star Arguments – Coding.mp4

12:21
006 Default Values – Lecture.mp4

03:22
007 Default Values – Coding.mp4

31:22
008 Keyword-Only Arguments – Lecture.mp4

08:53
009 Keyword-Only Arguments – Coding.mp4

28:50
010 Lambda Functions – Lecture.mp4

03:49
011 Lambda Functions – Coding.mp4

09:51

12 – Iterables and Iterators

11 – Exceptions

10 – Comprehensions

09 – Sets

08 – Dictionaries

07 – Iteration

001 Introduction – Iteration.mp4

03:57
002 The range Function – Lecture.mp4

03:58
003 The range Function – Coding.mp4

04:26
004 For Loops – Lecture.mp4

10:47
005 For loops – Coding.mp4

38:08
006 While Loops – Lecture.mp4

04:17
007 While Loops – Coding.mp4

14:18
008 Continue, Break and Else – Lecture.mp4

07:42
009 Continue, Break and Else – Coding.mp4

16:30

06 – Strings

05 – Sequence Types

001 Introduction – Sequence Types.mp4

05:19
002 Lists – Lecture.mp4

05:44
003 Lists – Coding.mp4

05:09
004 Tuples – Lecture.mp4

06:21
005 Tuples – Coding.mp4

11:04
006 Strings – Lecture.mp4

03:08
007 Strings – Coding.mp4

14:54
008 Slicing – Lecture.mp4

14:12
009 Slicing – Coding.mp4

14:35
010 Manipulating Sequences – Lecture.mp4

07:17
011 Manipulating Sequences – Coding.mp4

17:12
012 Copying Sequences – Lecture.mp4

08:11
013 Copying Sequences – Coding.mp4

09:00
014 Unpacking Sequences – Lecture.mp4

04:40
015 Unpacking Sequences – Coding.mp4

07:16

04 – Conditional Execution

03 – Python Basics

009 Arithmetic Operators – Coding.mp4

08:49
017 Boolean Operators – Coding.mp4

06:12
016 Boolean Operators – Lecture.mp4

08:24
015 Comparison Operators – Coding.mp4

12:14
014 Comparison Operators – Lecture.mp4

10:28
013 Integer Division and Modulus – Coding.mp4

09:03
012 Integer Division and Modulus – Lecture.mp4

08:40
011 Operator Precedence – Coding.mp4

07:22
010 Operator Precedence – Lecture.mp4

06:02
001 Introduction – Python Basics.mp4

01:07
008 Arithmetic Operators – Lecture.mp4

08:44
007 Variables – Coding.mp4

10:43
006 Variables – Lecture.mp4

16:55
005 Objects – Coding.mp4

07:56
004 Objects – Lecture.mp4

08:54
003 Basic Data Types – Coding.mp4

07:37
002 Basic Data Types – Lecture.mp4

10:28

02 – Running Python

001 Introduction.mp4

02:40
002 What is Python.mp4

06:49
003 Installing Python.mp4

06:04
004 Installation – Mac & Linux.mp4

08:26
005 Installation – Windows.mp4

07:20
006 Using the Windows Python Launcher.mp4

03:59
009 Virtual Environments.mp4

15:50
010 Creating Virtual Environments – Mac & Linux.mp4

11:42
011 Creating Virtual Environments – Windows.mp4

15:18
012 Installing Packages – Lecture.mp4

11:27
013 Installing Packages – Coding.mp4

16:00
014 Running Python – Lecture.mp4

12:59
015 Running Python – Coding.mp4

25:06

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About Course

Course Content

17 – Sorting and Filtering

001 Introduction – Sorting and Filtering.mp4

002 Filtering – Lecture.mp4

003 Filtering – Coding.mp4

004 Sorting – Lecture.mp4

005 Sorting – Coding.mp4

006 min and max – Lecture.mp4

007 min and max – Coding.mp4

33 – Conclusion

001 Conclusion.mp4

31 – Matplotlib

001 Introduction – Matplotlib.mp4

002 Matplotlib Basics – Lecture.mp4

003 Matplotlib Basics – Coding.mp4

004 Multi Plots – Lecture.mp4

005 Multi Plots – Coding.mp4

006 More Plot Types – Lecture.mp4

007 More Plot Types – Coding.mp4

008 Charting with mplfinance – Lecture.mp4

009 Charting with mplfinance – Coding.mp4

30 – Pandas

010 Missing Data – Lecture.mp4

019 Manipulating Data – Coding.mp4

018 Manipulating Data – Lecture.mp4

017 Sorting and Filtering – Coding.mp4

016 Sorting and Filtering – Lecture.mp4

015 Basic Data Analysis – Coding.mp4

014 Basic Data Analysis – Lecture.mp4

013 Loading Data – Coding.mp4

012 Loading Data – Lecture.mp4

011 Missing Data – Coding.mp4

001 Introduction – Pandas.mp4

009 Selecting Data – Coding.mp4

008 Selecting Data – Lecture.mp4

007 DataFrames – Coding.mp4

006 DataFrames – Lecture.mp4

005 Series – Coding.mp4

004 Series – Lecture.mp4

003 Indexes – Coding.mp4

002 Indexes – Lecture.mp4

29 – NumPy

011 Indexing – Coding.mp4

021 Additional Math and Stats Functions – Coding.mp4

020 Additional Math and Stats Functions – Lecture.mp4

019 Universal Functions – Coding.mp4

018 Universal Functions – Lecture.mp4

017 Masking – Coding.mp4

016 Masking – Lecture.mp4

015 Fancy Indexing – Coding.mp4

014 Fancy Indexing – Lecture.mp4

013 Slicing – Coding.mp4

012 Slicing – Lecture.mp4

001 Introduction – NumPy.mp4

010 Indexing – Lecture.mp4

009 Stacking Arrays – Coding.mp4

008 Stacking Arrays – Lecture.mp4

007 Reshaping Arrays – Coding.mp4

006 Reshaping Arrays – Lecture.mp4

005 Creating Arrays from Scratch – Coding.mp4

004 Creating Arrays from Scratch – Lecture.mp4

003 Creating Arrays from Lists – Coding.mp4

002 Creating Arrays from Lists – Lecture.mp4

28 – 3rd Party Libraries

001 Introduction – 3rd Party Libraries.mp4

002 The pytz Library – Lecture.mp4

003 The pytz Library – Coding.mp4

004 The dateutil Library – Lecture.mp4

005 The dateutil Library – Coding.mp4

006 JSON Data – Lecture.mp4

007 JSON Data – Coding.mp4

008 REST APIs – Lecture.mp4

009 REST APIs – Coding.mp4

010 The requests Library – Lecture.mp4

011 The requests Library – Coding.mp4

26 – Custom Classes

001 Introduction – Custom Classes.mp4

002 Defining Classes – Lecture.mp4

003 Defining Classes – Coding.mp4