How AI can accelerate your ML projects from feature engineering to model training
17 hours ago
Welcome back to the third article of my series, ChatGPT vs. Claude vs. Gemini for Data Analysis! In this series, I aim to compare these AI tools (especially their chatbot interface) across various data science and analytics tasks to help fellow data enthusiasts and professionals choose the best AI assistant for their needs. So far, we’ve explored their performance in writing and optimizing SQL queries and conducting Exploratory Data Analysis — if you haven’t checked those out, be sure to give them a read!
In this article, we’ll shift gears to focus on how these AI tools can assist in Machine Learning projects. Machine learning is a cornerstone of data science. While it is challenging to use LLM models to fully automate the modeling process, these AI tools can still significantly ease the journey through many ML steps.
Unlike SQL or EDA, which can often be largely automated by AI tools today, machine learning is a different beast. In fact, it took me a longer time to…