Our Curriculum
Designed through close collaboration with industry leaders and expert practitioners.
Taught in our satellite campuses in Singapore, Indonesia and Thailand.
- The only data science school whose instructors are awarded the RStudio Certified Trainer status.
- Curriculum taught in programs sponsored by Singapore's SkillsFuture, Singapore's CET (Continuing Education and Training) programs, and NTUC LearningHub.
Crafted by Leading Experts
Professional Bio
Our Course Producer
Samuel is the founder of Algoritma, Indonesia's most acclaimed data science school trusted by more than 500 companies and institutions across Indonesia, Singapore and Thailand. He has built and managed numerous software and analytics development teams for businesses across Asia Pacific since 2014, and has built and sold multiple successful software automation businesses whilst living between Beijing, Tokyo and home town Singapore. He is also the founder of Supertype, the industry leader in Enterprise AI consulting services.
Samuel is a prolific open source contributor, and ranked #1 in Indonesia on StackOverflow's R and Python topics (a top 2% worldwide ranking) consistently between 2017 and 2025 (116 badges, 2.1 million reach). Samuel is Asia's first RStudio Certified Trainer, and among the early pioneers of data science education since 2014.
- Three-time software entrepreneur and founder of AudienceKit, HyperGrowth, Algoritma, Supertype, Sectors Financial Data Suite
- First in Southeast Asia to receive certification in Microsoft Data Science professional program, MongoDB (2014). Also recipient of Graph Analytics for Big Data from UC San Diego, Machine Learning by Stanford (2016), first recipient of RStudio (now Posit) Certified Trainer status in Asia
- Accredited instructor (NTUC LearningHub Singapore, IBF Singapore) and guest lecturer in various institutions
- In-house consultant to SEGA-backed goGame, publisher of Disney Crossy Road, Big Hero 6, Adaro (IDX: ADRO) group of companies and ex-employment at DNP Group (TYO:7912), Gumi (TYO:3903), DianDian FunPlus (600634.SH)
- Contributor to various publication and research bodies including The Logistics Institute by NUS (National University of Singapore)
- Recognized expert in Large Language Models (LLMs), with more than 10,000+ subscribers and more than 250,000 views on his LLM Generative AI tutorial series on YouTube.
Curriculum Philosophy
We are experts in AI and Data Science education, and pioneered a pedagogical approach later adopted by leading corporations, universities, and government agencies across Southeast Asia.
We even open-sourced our performance-driven learning pedagogy used in our Academies — now adopted by 10+ data science schools around the world.
- Learning data science must be fun. No boring lectures.
Plenty of hands-on exercises, spaced repetition and quizzes. - Real-world projects using actual, live financial data and immediately transferable to the workplace.
Meaningful outcomes drive learning retention.
5 out of 5! I loved how the training started from the basics, builds up to technical topics, and shows how everything applies in real life. What impressed me the most is realizing how hard it must've been to create these materials — it's truly state-of-the-art, not something you can easily Google or find elsewhere.
Jonathan Khendrico Khendy
Data Scientist, DBS Bank
Algoritma's learning materials are quite unique, the lessons start from the basics and gradually move to more complex topics, making iteasy for everyone to follow, even those who don't specifically work in data processing.
Indra Wijaya Gumilang
PLN Icon Plus
Algoritma managed to provide 200 learning videos for us. Teaching technical content online is a challenge, but Algoritma was very agile in meeting our requests. Thank you for your contribution as a vendor in supporting the growth of data analytics at BCA.
Mellisa Pratiwi
Program Owner Banking Academy Digital Specialization, Bank BCA
What I really liked was how structured the material was — everything was explained in detail, even things that usually aren't covered in other trainings. I actually joined a 3-month bootcamp before, but honestly, I understood more in just 3 days with Algoritma. That's when it clicked — "Oh, so this is what it means!"
Winny Claudia Anggreacia
PT. SMI (Persero)
Honestly, I've joined quite a few courses before, but Algoritma stands out because everything is so well-structured. The syllabus is clear, there are teaching assistants to help, and we even have Q&A sessions — both before class and after class. There are just so many helpful features that really support us throughout the training.
Subhan Nurkhalik
Business Intelligence & Data Engineer, Paxel
Algoritma is a trusted learning partner for more than 500 companies across Southeast Asia. Watch what they say on our YouTube channel.