• Sudheer Kumar Kothuru
• Venkata Surendra Kumar
• Anil Kumar Vadlamudi
• Sandeep Rangineni
• Latha Thamma reddi

In the rapidly evolving landscape of data engineering, efficient data preparation is fundamental for accurate analysis and meaningful insights. This study explores the utilization of ChatGPT, an advanced natural language processing model, to streamline and expedite data preparation tasks. The research investigates various data engineering challenges, ranging from data cleaning and transformation to feature engineering, and assesses the efficacy of ChatGPT in solving these challenges. The methodology involves integrating ChatGPT into existing data engineering pipelines and evaluating its performance against traditional methods. A comparative analysis is conducted to measure ChatGPT's accuracy, speed, and adaptability in handling diverse datasets. Furthermore, the study explores ethical considerations and biases associated with AI-driven data preparation, emphasizing the importance of fair and unbiased data processing. The findings demonstrate ChatGPT's ability to significantly reduce the time and effort required for data preparation, thereby enhancing overall efficiency in the data engineering process. Additionally, the research highlights the necessity of continuous monitoring and evaluation to mitigate potential biases and ensure the integrity of prepared data. To ensure the authenticity and originality of this study, rigorous measures have been taken to prevent plagiarism. Proper citations and references are provided for all sources consulted during the research process. The research adheres to ethical guidelines, ensuring the responsible use of AI technologies in data engineering practices.

Data Analysis, Transformation, Data Engineering, AI,ML ,Automation, Innovation

"ANALYSIS ON DATA ENGINEERING: SOLVING DATA PREPARATION TASKS WITH CHATGPT TO FINISH DATA PREPARATION", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.10, Issue 12, page no.f653-f661, December-2023, Available :http://www.jetir.org/papers/JETIR2312580.pdf

"ANALYSIS ON DATA ENGINEERING: SOLVING DATA PREPARATION TASKS WITH CHATGPT TO FINISH DATA PREPARATION", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.10, Issue 12, page no. ppf653-f661, December-2023, Available at : http://www.jetir.org/papers/JETIR2312580.pdf