The impact of generative models on data science

Generative AI and LLMs like GPT-4 have brought about significant changes in the field of data science and analysis. These models, particularly LLMs, can revolutionize all the steps involved in data science in many ways, offering exciting opportunities for researchers and analysts. Generative AI especially plays a crucial role in analyzing and interpreting research data. These models can assist in data exploration, uncover hidden patterns or correlations, and provide insights that may not be apparent through traditional methods. By automating certain aspects of data analysis, generative AI saves time and resources, allowing researchers to focus on higher-level tasks.

Another area where generative AI can benefit researchers is in performing literature reviews and identifying research gaps. ChatGPT and similar models can summarize vast amounts of information from academic papers or articles, providing a concise overview of existing...