Python Automation Tutorial – How to Automate Tasks for Beginners [Full Course]

Channel:
United States freeCodeCamp.org
Subscribers:
10,700,000
Published on ● Video Link: https://www.youtube.com/watch?v=s8XjEuplx_U


Duration: 3:10:29
1,020,788 views
22,085

Learn how to use Python automation to perform common tasks. In this full course you will learn how to build the following automation projects:
- Hacker News Headlines Emailer
- TED Talk Downloader
- Table Extractor from PDF
- Automated Bulk Resume Parser
- Image Type Converter
- Building an Automated News Summarizer

💻 Code: https://github.com/amrrs/build_tools_to_automate_python

✏️ Course from 1littlecoder. Check out his channel: https://www.youtube.com/c/1littlecoder

⭐️ Course Contents ⭐️
⌨️ (0:00:00) Introduction
⌨️ (0:00:29) Hacker News Headlines Emailer - Tutorial 1
⌨️ (0:01:13) Introduction to Web Scraping
⌨️ (0:03:08) Setting up the Environment
⌨️ (0:06:30) Project Script
⌨️ (0:11:00) Website Structure of Hacker News FrontPage
⌨️ (0:21:00) Sending Email from Python
⌨️ (0:35:15) Building the Headlines Email Module
⌨️ (0:39:07) TED Talk Downloader - Tutorial 2
⌨️ (0:39:49) Installation and Introduction to requests package
⌨️ (0:41:25) Installation and Introduction to BeautifulSoup
⌨️ (0:43:25) Building the basic script to download the video
⌨️ (0:49:37) Generalising the Script to get Arguments
⌨️ (0:53:49) Table Extractor from PDF - Tutorial 3
⌨️ (0:54:44) Basics of PDF Format
⌨️ (0:57:05) Installing required Python Modules
⌨️ (1:02:16) Extracting Table from PDF
⌨️ (1:06:51) Quick Introduction to Jupyter Notebook
⌨️ (1:08:29) PDF Extraction on Jupyter Notebook
⌨️ (1:15:29) Pandas and Write Table as CSV Excel
⌨️ (1:21:02) Automated Bulk Resume Parser - Tutorial 4
⌨️ (1:22:15) Different Formats of Resumes and marking relevant Information
⌨️ (1:25:50) Project Architecture and Brief Overview of the required packages and installations
⌨️ (1:34:48) Basics of Regular Expression in Python
⌨️ (1:41:38) Basic Overview of Spacy Functions
⌨️ (1:49:55) Extracting Relevant Information from the Resumes
⌨️ (2:16:46) Completing the script to make it a one-click CLI
⌨️ (2:28:09) Image Type Converter - Tutorial 5
⌨️ (2:29:09) Different type of Image Formats
⌨️ (2:31:33) What is an Image type convertor
⌨️ (2:33:04) Introduction to Image Manipulation in Python
⌨️ (2:34:51) Building an Image type converting Script
⌨️ (2:40:03) Converting the script into a CLI Tool
⌨️ (2:44:27) Building an Automated News Summarizer - Tutorial 6
⌨️ (2:46:27) What is Text Summarization
⌨️ (2:47:46) Installing Gensim and other Python Modules
⌨️ (2:52:43) Extracting the required News Source
⌨️ (2:59:38) Building the News Summarizer
⌨️ (3:07:14) Scheduling the News Summarizer
⌨️ (3:10:25) Thank you

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