Student Activity and Capstone Project in Machine Learning Cohort of Bangkit Academy 2024

Abstract

Bangkit Academy, part of the Study Independent MSIB program, ran from September 6 to December 31, 2024, offering a comprehensive learning path in machine learning as part of this internship. Over the course of four months, the program featured a variety of activities, including online courses on Dicoding and Coursera, Instructor-Led Training (ILT), and the completion of a capstone group project.

The machine learning courses covered intermediate to advanced topics, such as Python programming for operating systems, linear algebra for data science, supervised and unsupervised learning, TensorFlow for machine learning and deep learning, generative AI, and more. The ILT sessions were live online classes led by experts from leading companies, offering insights into the practical application of machine learning in the industry. The final capstone project encouraged collaboration between different learning paths to develop an app addressing real-world problems, integrating the knowledge and skills gained throughout the program.