Machine Learning Principles and Practices 

Machine learning is core competency of Data Scientist (DS) and AI Engineer (AIE) in Kalbe CDT that consists of mathematical models and techniques to learn patterns in data.

This course provides fundamental, conceptual and practical introduction to machine learning field. To pass this course effectively, students are required to have good understanding of statistics and probability concepts. This course will use Python programming languages and several frameworks. Beside class-room training, OJTA is mandatory for this course.

  • Learners

    Everyone

  • Materials

    14 Videos

  • Duration

    Up to 30 Hours

  • Documents

    PDFs

Prerequisites

Python Programming Language, Probability, and Statistical Methods

Course Lessons

Meet our team

Risman Adnan
DIGITAL TECHNOLOGY DIRECTOR
Risman Adnan received the B.Sc. and the M.Sc. in theoretical physics, and the Ph.D. degrees in computer science from Universitas Indonesia, in 1998, 2000, and 2021, respectively. Starting in 2004, he spent ten years as the Director of the Developer Ecosystem at Microsoft Indonesia. He joined Samsung Research and Development Indonesia (SRIN), as the Chief Technology Officer to incubate and nurture AI, IoT, and Cloud technology competencies, in 2014. 

He joined Kalbe Digital Lab as the Digital Technology Director in 2023. His research interests include theoretical physics, machine learning, and quantum computing.
Created with