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by Timothy Gao

Learn what polynomial regression is, when to use it, and how to interpret curved model results correctly.
Build a Crawlee for Python pipeline that crawls static and JavaScript-rendered pages, extracts structured data, and exports AI-ready datasets
Playwright
Pydantic

In this article, we will explore three essential spaCy tricks that every developer should have in their toolkit to maximize processing speed and customize entity recognition.
three essential spaCy tricks
selective pipeline loading, parallel batch processing, and hybrid rule-based statistical entity recognition

Estimate the Average Treatment Effect in Python using DoWhy with regression and propensity score matching on real data.

Learn how to build and test causal inference models in Python using the DoWhy library.

Learn how to put Large Language Model-based applications into production safely and efficiently.

Understand LLM reasoning by creating your own reasoning model–from scratch! LLM reasoning models have the power to tackle truly challenging problems that require finding the right path through multiple steps. In Build A Reasoning Model (From Scratch) you’ll learn how to build a…