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
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