• Shambhavi Sanjay Shevade
• Karina Jitendra Vedmutha
• Shrawani Dhiraj Sawale
• Vaishnavi Ganesh Saraf
• Dr. Deepa A. Joshi

The growing demand for using soft computing techniques like Machine Learning (ML) is rising day by day and it is the most successful branch of artificial intelligence. It provides a unique way in handling complex nonlinear dataset to obtain precise solution. This paper provides comprehensive review on the growing applications of ML algorithms for Structural Engineering, Construction Management, Hydrology and Water Resource Management, Environmental Engineering, Transportation Engineering.

Artificial Intelligence, Machine Learning (ML), Supervised Learning, Unsupervised Learning, Reinforcement Learning, Deep Learning

"Application of Machine Learning in Civil Engineering", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.9, Issue 6, page no.a118-a128, June-2022, Available :http://www.jetir.org/papers/JETIR2206017.pdf

"Application of Machine Learning in Civil Engineering", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.9, Issue 6, page no. ppa118-a128, June-2022, Available at : http://www.jetir.org/papers/JETIR2206017.pdf