How AI can speed up your ML tasks from function engineering to mannequin coaching
Welcome again to the third article of my sequence, ChatGPT vs. Claude vs. Gemini for Knowledge Evaluation! On this sequence, I goal to match these AI instruments (particularly their chatbot interface) throughout varied knowledge science and analytics duties to assist fellow knowledge fanatics and professionals select the very best AI assistant for his or her wants. To date, we’ve explored their efficiency in writing and optimizing SQL queries and conducting Exploratory Knowledge Evaluation — should you haven’t checked these out, you should definitely give them a learn!
On this article, we’ll shift gears to deal with how these AI instruments can help in Machine Studying tasks. Machine studying is a cornerstone of knowledge science. Whereas it’s difficult to make use of LLM fashions to completely automate the modeling course of, these AI instruments can nonetheless considerably ease the journey by means of many ML steps.
In contrast to SQL or EDA, which may typically be largely automated by AI instruments immediately, machine studying is a unique beast. In actual fact, it took me an extended time to…