Apify has a market place with over 2,000 data scrapers. You can use them stand alone or through an easy to use API for integration. I've made a couple of these scrapers myself (I'm a professional data scraper), one of them is specifically for scraping group & members data from Skool communities: https://apify.com/louisdeconinck/skool-scraper As a data professional it can be hard to get access to the right data for your next analysis or AI project. I want to share one of my most frequently used ways of accessing a wide variety of data in a consistent format without getting blocked and that allows for easy integration with Make.com, Zapier and other tools. It's Apify. They also have an excellent tutorial on how to get started with web scraping yourself, if you look to dive into the coding: https://docs.apify.com/academy/web-scraping-for-beginners If you're looking for some data or a scraper to automate your workflows, I'm your guy. Let's talk! What is your experience with Apify?

When starting out your data career it's hard to know what skills to focus on. There are many blog posts offering recommendations, but none of which are backed by data. "Isn't that exactly what a data professional should do?" thought Luke Barousse. So he made datanerd.tech, a data platform giving real-time insight into what the most in-demand data skills are. One downside of the platform was that it aggregated all data, so you were unable to see how skill importance changed over time. After writing a bit of Python and SQL I made a Github pull request doing exactly that. The feature is now live, so feel free to have a look.

Databricks has written an entire book on how to get started with Spark of 400 pages. If you're interested in working with big data, Spark really is your must-know skill and this book is an excellent resource. You can access the book completely for free here: Learning Spark, Second Edition (databricks.com) Do you have experience with using Spark? Any tips for people who are just starting their Spark journey?

I tried to build a ChatGPT Clone using Python and the Streamlit library, but it doesn't work . It says: You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.', 'type': 'insufficient_quota', 'param': None, 'code': 'insufficient_quota'}} but I still have credit. What could it be?I just ran Dave's code..