The Curriculum

Learn, Advance, Excel

Your 3-Step Learning Journey

We’ve designed the bootcamp in three levels.
Beginner, Intermediate, and Advanced so you can grow step by step with confidence.

01

Beginner Level

The beginner level is covered within the first month of the bootcamp. You will learn Python, NumPy, Pandas, Matplotlib and Seaborn, and EDA.

02

Intermediate Level

Intermediate level is covered in the second month. You will learn Machine Learning, Supervised and Unsupervised Learning Techniques and Model Evaluation and Optimization.

03

Advanced Level

Advanced level is covered in the third month. You will learn Deep Learning, Computer Vision, Natural Language Processing, NLP Techniques, AI Generatives.

CURRICULUM

What you’ll learn in RantaianTech’s Data Science Bootcamp

Our step-by-step program takes you from beginner to advanced, covering Python, machine learning, and deep learning. Through hands-on projects and real-world datasets, you’ll gain the skills and confidence to tackle practical data challenges and prepare for a career in data science.

Programming & Foundations

Build a strong base in Python and data exploration while developing the critical mindset needed to succeed in data science.

What you will do in practice:

  • Master fundamental Python programming concepts and syntax
  • Gain a solid understanding of (EDA) techniques to uncover insights from the dataset
  • Cultivate a mindset of curiosity and critical thinking essential for success in data science

Software and languages you will use:

  • Python
  • Pandas
  • Matplotlib, Seaborn

Meet your instructor

Teo Teck Guan

Our master instructor has over 10 years of experience as a software practitioner primarily in the development area. He worked as a consultant at Accenture, where he assisted clients with digital transformation initiatives to enhance business processes and customer experiences. He has worked with various multinational companies from different industries to develop systems as part of their digital transformation journeys. He is a part-time lecturer at a local university and has conducted numerous face-to-face and virtual classes on topics such as Microsoft Excel, Big Data Science, Big Data Strategies, and AI Monetization.

His audience typically consists of executives and managers from both local and overseas organizations. He holds a Master’s degree in Data Science from the University of Malaya, a leading university in Malaysia, a Bachelor’s Degree in Information and Communication Technology from Universiti Teknologi PETRONAS (Malaysia) and also a certified Data Scientist Specialist. His core professional strengths include system development, data science, and project management.

Start your tech journey today!

Join our 12-week online bootcamp to master data science, build real projects, and access career support. No experience needed. Limited seats and sponsorships available.

RantaianTech empowers future-ready talent through accessible high-impact tech training and career support for learners across Malaysia and beyond. Powered by Raise Venture.

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