This data science program has been designed for the needs of data professionals looking to grow their careers and enhance their data science skills to solve complex business problems. In a relatively short period of time, the program aims to build your understanding of most industry-relevant technologies today such as machine learning to deep learning, to network analytics, to recommendation systems, graph neural networks, and time series. Hence, the program is best suited for learners with prior exposure of having worked with data using some tools, and applying basic algorithms and methods.

Learning objectives

Understand the intricacies of Data Science techniques and their applications to real-world problems Implement various Machine Learning techniques to solve complex problems and make data-driven business decisions Explore two major realms of Machine Learning, Deep Learning, and Neural Networks, and how they can be applied to areas such as Computer Vision Choose how to represent your data when making predictions Understand the theory behind recommendation systems and explore their applications to multiple industries and business contexts Build an industry-ready portfolio of projects to demonstrate your ability to extract business insights from data

Software: Python