Let's Build a Python Web Scraping Project from Scratch | Hands-On Tutorial скачать в хорошем качестве

Let's Build a Python Web Scraping Project from Scratch | Hands-On Tutorial

Join our upcoming 20-week data science boot camp: https://www.jovian.ai/data-analyst-bo... 💻 Web scraping is the process of extracting and parsing data from websites in an automated fashion using a computer program. It’s a useful technique for creating datasets for research and learning. 🔗 Resources used in the workshop: Rough notebook: https://jovian.ai/aakashns-6l3/scrapi... Final notebook: https://jovian.ai/aakashns-6l3/scrapi... Web scraping project guide: https://jovian.ai/aakashns/python-web... Web scraping tutorial: https://jovian.ai/aakashns/python-web... In this workshop, we’ll use Python and its ecosystem of libraries to scrape information from a website and create a dataset of CSV file(s). Here are the steps we’ll follow to build a web scraping project from scratch: ✅ Pick a website and identify the information to be scraped into a CSV file 💾 Use the requests library to download web pages from the site programmatically 💬 Use Beautiful Soup to parse and extract information from web pages 📝 Create well-formatted CSV file(s) with the extracted information ✍ Document and share your work online in the form of a Jupyter notebook or blog post ⌚ Time Breaks: Introduction 00:00 Problem Statement 7:03 Setting up Jupyter 15:09 Fetching pages with requests 25:26 Parsing pages with beautifulsoup 33:27 Saving data to CSV files 1:01:41 Scraping another page 1:03:10 Defining functions 1:11:28 Putting it together 1:30:35 Documentation 1:56:04 Publishing your notebook 2:26:13 Q&A 2:28:22 🎤 About the speaker Aakash N S is the co-founder and CEO of Jovian - a community learning platform for data science & ML. Previously, Aakash has worked as a software engineer (APIs & Data Platforms) at Twitter in Ireland & San Francisco and graduated from the Indian Institute of Technology, Bombay. He’s also an avid blogger, open-source contributor, and online educator. - Learn Data Science the right way at https://www.jovian.ai Interact with a global community of like-minded learners https://jovian.ai/forum/ Get the latest news and updates on Machine Learning at   / jovianml   Connect with us professionally on   / jovianml   Subscribe for new videos on Artificial Intelligence    / jovianml