Environment Preparation\
0:00 Introduction
4:56 The IDE
9:23 Using the IDE
Emails\
25:11 Sending a Single Email with Python
33:02 (Solution) Sending an Email Periodically
34:30 Sending an Email Every Day at a Certain Time
41:12 Sending Emails to a CSV List of Contacts
52:32 Sending Emails with Attachments
56:08 Solution
57:55 Send an Email with Modified Attachment
1:11:12 Send Plain Text Email from Outlook or Hotmail Address
1:19:43 Send a Rich HTML Email from Outlook or Hotmail
1:29:05 Send Rich HTML Email with Attachment from Outlook or Hotmail
Automation and Web Scraping\
1:35:50 Scraping Simple Text with Selenium
1:51:50 Scraping Dynamic Value
2:03:59 Automate Login Process
2:15:17 (Exercise) Log in, Click, and Scrape
2:15:51 (Solution) Log in, Click, and Scrape
2:17:33 (Exercise) Log in, Click, Scrape, and Save in Text File
2:19:58 (Solution) Login, Click, Scrape and Save in Text File
2:29:36 (Exercise) Accessing an Online Retailer
2:30:34 (Solution) Accessing an Online Retailer
2:34:47 Download Stock Data for Any Company for Any Date
2:55:39 Scrape Real-Time Currency Rate with Beautiful Soup
SMS\
3:13:16 Send Single SMS
3:24:10 Send an SMS Periodically
3:26:00 Send an SMS Every Day at a Certain Timestamp
Project #2\
3:28:24 Project Solution (SMS)
3:43:20 Project Solution (Email)
Python Tools\
03:47:05 Introduction
3:48:17 Create and Publish a Website with Python in 2 Minutes
3:53:22 Using Deepnote
4:00:07 Notion Integration with Deepnote
4:05:14 Create and Publish Web Apps and Data Dashboards with Streamlit
4:20:35 Schedule Python Tasks on PythonAnywhere
Processing\
4:28:32 Convert Image to Grayscale
4:37:25 Solution
4:44:55 Resize Image
4:56:04 (Solution) Resize Multiple Imgaes
4:58:08 Detect Faces in Image
5:09:13 (Solution) Find Images with Faces
5:24:17 Adding Watermark to Image
5:36:40 Changing the Image Background
5:52:04 Create an Image Collage From Multiple Images
Processing\
6:13:07 Section Introduction
6:14:10 video
6:14:13 Calculate Video Info
6:19:42 video
6:19:45 Extract Image Frames
6:30:00 video
6:30:03 Solution Extract Frame at Specific Video Timestamp
6:41:24 video
6:41:27 Find Faces in Video
6:52:07 Detect Faces in Webcam and Record Webcam Video
6:57:39 Record Webcam Video and Play in Real-Time
Project #3\
7:04:14 video-sample
7:04:21 smile
7:04:24 Project Solution 1 Censoring Faces Using Blurred Area
and Folder Operations\
7:16:14 Intro to Python Pathlib Library
7:25:40 Add Prefix to All Filenames in Folder
7:36:42 Rename All Files Based on Folder
7:46:18 (Exercise) Rename All Files Based on Sub-Sub-Folders
7:48:06 (Solution) Rename All Files Based on Sub-Sub-Folders
7:52:15 (Exercise) Add Created Date to All Filenames in Folder
7:59:42 (Solution) Add Created Date to All Filenames in Folder
8:01:43 (Exercise) Change File Extensions
8:02:02 (Solution) Change File Extensions
8:04:35 Create Empty Files
8:06:39 Create Archive from Files
8:10:37 Extract All ZIP Files
8:16:05 (Exercsie) Search File in Computer
8:18:30 (Solution) Search File in Computer
8:20:30 Destroy files forever
Processing\
8:23:46 Introduction
8:26:48 Create New Text File and Add Content
8:34:20 Read Content from Text File
8:36:59 Remove Last Character from File
8:42:47 Remove Last Character from Multiple Files
8:47:06 Replace Word from Multiple Files
8:49:16 Merge TXT and CSV Files
8:53:52 Merge CSV Files Excluding the Header
9:01:19 Replace Line from TXT and CSV File
Expressions\
9:04:02 What are Regular Expressions
9:11:57 Regular Expressions Example
9:23:08 Meta Characters
9:35:07 Extract URLs Using Regex
9:43:39 Extract IP Addresses Using Regex
9:47:09 Filtering Files
Language Processing\
9:58:00 What is Natural Language Processing
9:59:59 Finding the Lemma of Words
10:08:21 Lemmatisation of Sentences
10:26:52 Finding the Most Similar Sentence
10:45:40 Sentiment Analysis Mood Analyzer
\
10:54:35 Wikipedia Chatbot
Processing\
11:10:16 Section Introduction
11:11:14 Working with Audio (Reversing, Volume Changing, Lopping, Slicing, and Silencing)
11:21:47 OverlayingMixing Music Audio
11:26:38 Adding Audio Effects, Low Pass Filter, Mono, and Stereo
11:31:51 Speech RecognitionConverting Speech to Text
Project #4\
11:36:01 Project Solution Finding the Mood of a Person from Audio
with Google Sheets\
11:41:34 Opening a Public Google Spreadsheet with Python
11:47:18 Opening a Private Google Spreadsheet with Python
11:59:46 Get Rows and Columns
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