Python

All of the code you could predict the likelihood of a customer purchasing your productPropensity models are a robust application of machine learning in marketing. These models use historical examples of customer behaviour to...

OpinionData is getting too complicated for Excel to maintain upSpreadsheets are bogging us down. For all of the reliance on Excel in the company world, clinging to it's like attempting to run a Formula...

Practical techniques to speed up heavy workloads with GPU optimization in PythonCertainly one of the largest challenges that data scientists face is the lengthy runtime of Python code when handling extremely large datasets or...

Microsoft Research introduced AutoGen in September 2023 as an open-source Python framework for constructing AI agents able to complex, multi-agent collaboration. AutoGen has already gained traction amongst researchers, developers, and organizations, with over 290...

Strategies for Enhancing Generalizability, Scalability, and Maintainability in Your ETL Pipelines10 min read·14 hours agoWhen constructing a brand new ETL pipeline, it’s crucial to think about three key requirements: Generalizability, Scalability, and Maintainability. These...

A Step-by-Step Guide to Making Data-Driven Decisions with Practical Python ExamplesHave you ever ever wondered if a change to your website or marketing strategy truly makes a difference? 🤔 On this guide, I’ll show...

SetupFirst we import the essential libraries, including yfinance for fetching the stock data.import reflex as rxfrom reflex_ag_grid import ag_gridimport yfinance as yffrom datetime import datetime, timedeltaimport pandas as pdFetching and remodeling dataNext, we define...

Learn how to Immediately Detect Data Quality Issues and Discover their CausesIn today’s data-driven world, organizations rely heavily on accurate data to make critical business decisions. As a responsible and trustworthy Data Engineer, ensuring...