Machine Learning
Natural Language Processing: Teaching Machines to Read
I always thought NLP was magic. How can a machine understand sarcasm or context? The reality is, they don't 'understand' in the human sense. They learn pat…
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Machine Learning
Machine Learning
The Math You Actually Need: Calculus, Linear Algebra, and Stats
When I started, I was terrified of the math. Do you need to be a mathematician to do ML? No. But you do need intuition. You don’t need to solve integrals…
Database
PostgreSQL for Web Developers: Advanced Features You Should Know
PostgreSQL has become the database of choice for web development, but many developers only scratch the surface of its capabilities. Beyond basic SELECT que…