This credential recognizes the successful completion of the Machine Learning module in the Next Gen Product Manager program. The recipient has demonstrated foundational knowledge of machine learning concepts, data preparation, model building, and evaluation. They gained hands-on experience working with structured datasets, explored data through analysis, and successfully built a predictive ML model while understanding critical concepts like overfitting, underfitting, and model generalization.

The recipient has successfully completed the assignment by selecting a dataset, preparing and splitting the data, and building a machine learning model to generate insights or predictions. They demonstrated a clear understanding of supervised and unsupervised learning techniques, evaluated model performance, and aligned model design with practical business applications.