📰 Dev.to · Muhammad Ikramullah Khan
Articles from Dev.to · Muhammad Ikramullah Khan · 8 articles · Updated every 3 hours · View all reads
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⚡ AI Lessons (10218)
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Dev.to · Muhammad Ikramullah Khan
1mo ago
NumPy for Beginners: The Tricks Nobody Tells You About
You just learned Python. You're comfortable with lists, loops, and basic data structures. Then...
Dev.to · Muhammad Ikramullah Khan
2mo ago
Lightpanda: The Beginner's Guide to the Fastest Headless Browser
You're scraping a few hundred product pages every hour. Your server keeps dying. Chrome eats more...
Dev.to · Muhammad Ikramullah Khan
2mo ago
Using ORM with Scrapy: The Complete Guide
In the last blog, I learned about ORM. Writing Python instead of SQL. Clean code. No more complex...
Dev.to · Muhammad Ikramullah Khan
2mo ago
ORM: The Beginner's Guide (Making Databases Easy)
I wrote SQL queries to save my scraped data. INSERT statements. UPDATE statements. Handling...
Dev.to · Muhammad Ikramullah Khan
2mo ago
Databases with Scrapy: The Beginner's Guide
I scraped 100,000 products and saved them to a JSON file. The file was 500MB. I wanted to find...
Dev.to · Muhammad Ikramullah Khan
2mo ago
Distributed Crawling: The Beginner's Guide
A person scraped a website with 1 million products. Their single laptop took 3 days to finish. The...
Dev.to · Muhammad Ikramullah Khan
2mo ago
Using Python Requests Inside Scrapy: The Beginner's Guide
I was building a Scrapy spider when I hit a weird situation. The website had an API endpoint that...
Dev.to · Muhammad Ikramullah Khan
2mo ago
Using Proxies with Scrapy: The Beginner's Guide
I scraped 100 pages from a website. Everything worked perfectly. Then I tried to scrape 1,000...
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