Contributors

About the author

Imran Ahmad is a certified Google instructor and has been teaching for Google and Learning Tree for a number of years. The topics Imran teaches include Python, machine learning, algorithms, big data, and deep learning. In his PhD, he proposed a new linear programming-based algorithm called ATSRA, which can be used to optimally assign resources in a cloud computing environment. For the last 4 years, Imran has been working on a high-profile machine learning project at the advanced analytics lab of the Canadian Federal Government. The project is to develop machine learning algorithms that can automate the process of immigration. Imran is currently working on developing algorithms to use GPUs optimally to train complex machine learning models.