Humans involuntarily behave like other similar humans around them. The task for marketing analytics is to identify groups of people similar in their attributes to learn more about them. This method is also referred to as look-alike-modeling. This helps businesses to devise a sound marketing strategy for different groups of people based on their needs and consumption pattern.
Time Series Analysis
In this use case, we will carry out time series analysis for a manufacturing operation. Time series analysis and modeling have many business and social applications. It is extensively used to forecast company sales, product demand, stock market trends, agricultural production etc.
Roads Cracks Detection
Automatic crack detection from images of various scenes is a useful and challenging task in practice. In this project, we have created a Deep Learning architecture to detect the road-cracks automatically and also categorize them same. We used PyTorch open source machine learning library.