REAL-TIME AUTO CONVERSION OF YOUR NOTEBOOKS TO PYTHON SCRIPTS USING JUPYTEXTIntroduction Notebooks are essential tools for data scientists, machine learning engineers and researchers as they allow fast experimentation and also make sharing both the codes and results easier. But there lies one of the greatest challenges with ...1EJul 11, 2022 · 6 min readmadeofajala.hashnode.dev
Setting Up A Data Science Project FolderAlmost all data scientist start out their career with a project folder like this. A single folder containing a single notebook (or maybe two) containing all their codes i.e for data ingestion, data transformation and preprocessing, model building, m...Jul 1, 2022 · 10 min readmadeofajala.hashnode.dev
Accuracy, Recall and Precision: Understanding When To Use Which and Business importanceIntroduction I’m sure every data scientist starts their data science journey by pumping those accuracy scores, trying to squeeze out an extra 0.5% to move their 99% accurate model to 99.5% while also trying to maintain a healthy balance of preventing...Jun 24, 2022 · 18 min readmadeofajala.hashnode.dev
Building a memory-efficient ETL to convert JSON to CSV in Python with prefectHave you ever built a simple ETL (Extract-Transform-Load) pipeline in python to convert a JSON file to CSV? Easy peasy, right????? But have you ever tried to transform a large dataset (Large here meaning a dataset in which the dataset size is larger ...1MJun 19, 2022 · 15 min readmadeofajala.hashnode.dev