Course Content
17 – Sorting and Filtering
0/7
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
0/1
001 Conclusion.mp4
13:20
31 – Matplotlib
0/9
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
0/19
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
0/21
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
0/11
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
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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
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001 Introduction – Decimal Module.mp4
03:31
002 Decimal Objects – Lecture.mp4
08:30
003 Decimal Objects – Coding.mp4
23:43
004 Arithmetic Contexts – Lecture.mp4
06:55
005 Arithmetic Contexts – Coding.mp4
15:18
24 – Math and Statistics Modules
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001 Introduction – Math and Statistics Modules.mp4
00:34
002 Math Module – Lecture.mp4
03:45
003 Math Module – Coding.mp4
05:14
004 Statistics Module – Lecture.mp4
04:56
005 Statistics Module – Coding.mp4
14:54
23 – Random Module
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001 Introduction – Random Module.mp4
05:58
002 Random Numbers – Lecture.mp4
07:06
003 Random Numbers – Coding.mp4
37:03
004 Sampling and Shuffling – Lecture.mp4
06:36
005 Sampling and Shuffling – Coding.mp4
20:47
22 – CSV Module
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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
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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
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001 Introduction – Modules and Imports.mp4
12:09
002 Basic Imports – Lecture.mp4
04:49
003 Basic Imports – Coding.mp4
23:20
004 Import Variants – Lecture.mp4
04:18
005 Import Variants – Coding.mp4
07:20
19 – Text Files
0/5
001 Introduction – Text Files.mp4
03:39
002 Reading Text Files – Lecture.mp4
05:56
003 Reading Text Files – Coding.mp4
17:36
004 Writing Text Files – Lecture.mp4
02:37
005 Writing Text Files – Coding.mp4
35:17
18 – Decorators
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001 Introduction – Decorators.mp4
05:35
002 Decorators – Lecture.mp4
08:44
003 Decorators – Coding.mp4
20:53
004 LRU Cache – Lecture.mp4
06:17
005 LRU Cache – Coding.mp4
21:04
01 – Introduction
0/2
001 Introduction.mp4
12:09
002 (Optional – Skip if you know this) Windows Command Prompt Primer.mp4
32:41
16 – Higher Order Functions
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001 Introduction – Higher Order Functions.mp4
03:08
002 Passing and Returning Functions – Lecture.mp4
05:39
003 Passing and Returning Functions – Coding.mp4
16:31
004 map – Lecture.mp4
02:15
005 map – Coding.mp4
04:28
006 Closures – Lecture.mp4
07:41
007 Closures – Coding.mp4
28:49
14 – Some Additional Functions
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001 Introduction – Some Additional Functions.mp4
01:06
002 round – Lecture.mp4
08:25
003 round – Coding.mp4
06:10
004 sorted, min, max – Lecture.mp4
08:40
005 sorted, min, max – Coding.mp4
09:48
006 zip – Lecture.mp4
04:59
007 zip – Coding.mp4
18:40
13 – Functions
0/11
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
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001 Introduction – Iterables and Iterators.mp4
02:34
002 Iterables and Iterators – Lecture.mp4
06:40
003 Iterables and Iterators – Coding.mp4
13:02
004 Generators – Lecture.mp4
06:51
005 Generators – Coding.mp4
08:56
11 – Exceptions
0/5
001 Introduction – Exceptions.mp4
13:59
002 Raising Exceptions – Lecture.mp4
03:53
003 Raising Exceptions – Coding.mp4
11:12
004 Handling Exceptions – Lecture.mp4
19:28
005 Handling Exceptions – Coding.mp4
29:48
10 – Comprehensions
0/5
001 Introduction – Comprehensions.mp4
03:06
002 List Comprehensions – Lecture.mp4
09:57
003 List Comprehensions – Coding.mp4
18:05
004 Dictionary and Set Comprehensions – Lecture.mp4
05:31
005 Dictionary and Set Comprehensions – Coding.mp4
20:07
09 – Sets
0/5
001 Introduction – Sets.mp4
01:20
002 Python Sets – Lecture.mp4
07:17
003 Python Sets – Coding.mp4
04:16
004 Common Set Operations – Lecture.mp4
08:17
005 Common Set Operations – Coding.mp4
15:44
08 – Dictionaries
0/7
001 Introduction – Dictionaries.mp4
02:59
002 Associative Arrays and Dictionaries – Lecture.mp4
13:51
003 Associative Arrays and Dictionaries – Coding.mp4
11:37
004 Iterating Dictionaries – Lecture.mp4
05:32
005 Iterating Dictionaries – Coding.mp4
06:49
006 Working with Dictionaries – Lecture.mp4
12:23
007 Working with Dictionaries – Coding.mp4
32:12
07 – Iteration
0/9
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
0/7
001 Introduction – Strings.mp4
00:29
002 Unicode – Lecture.mp4
15:45
003 Unicode – Coding.mp4
10:03
004 Common String Methods – Lecture.mp4
13:47
005 Common String Methods – Coding.mp4
28:20
006 String Interpolation – Lecture.mp4
06:50
007 String Interpolation – Coding.mp4
11:17
05 – Sequence Types
0/15
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
0/7
001 Introduction – Conditional Execution.mp4
01:22
002 if…else… – Lecture.mp4
09:09
003 if…else… – Coding.mp4
16:07
004 elif – Lecture.mp4
03:03
005 elif – Coding.mp4
08:49
006 Ternary Conditional Operator – Lecture.mp4
06:51
007 Ternary Conditional Operator – Coding.mp4
12:42
03 – Python Basics
0/17
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
0/13
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
[Last updated 1/2024] Python 3: Fundamentals (Udemy – Engsub)
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