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Abstract: This paper presents a new category that has been added to the classification of Kim and Ko (2017) for programming learning systems, namely the Online Coding Tutorial System (OCTS) category.

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Recent years have seen a huge shift to online services. By necessity, remote jobs have skyrocketed, and the tech industry has ballooned. According to the Bureau of Labor Statistics, software developer ...

!pip install cognee transformers torch sentence-transformers accelerate import asyncio import os import json from typing import List, Dict, Any from datetime import datetime from transformers import ...