We need ML experts to quickly propose a novel ML model for parameter extraction or prediction for physical characteristics of the material and compare the model with relevant other models for performance. The developer needs to develop models in our Google Cloud Platform, implement the model, train it, test it, and generate results.
The total data points are 470200. Its 470200 X 7 data matrix in the 3 are input data, and 4 are output parameters ML models need to predict.
The Project outcomes are: 1. Working model 2. Results and Analysis of Results. 3. the developer will provide information/ written reports on the proposed and compared models.
If you have any questions, please reach out to me. Attached is the image of the sample data.
• Developing a reinforcement learning model in Python • The model will focus on process optimization • Strong grasp of machine learning techniques, specifically reinforcement learning • Proven experience in using Python for machine learning projects • Comfortable working with material characteristic parameters prediction • The creation of a well documented, efficient, and testable code is a must-have.
