Transform Your Future with Data Science

Join Ngao Labs' community-led, peer-to-peer training programs and master the skills that drive innovation in today's digital economy.

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About Ngao Labs

Safeguarding the Next Wave of Tech Leaders through collaborative learning and innovation

Our Mission

To democratize access to data science and technology education by creating inclusive, community-driven learning environments where knowledge is shared peer-to-peer.

Our Vision

A world where every individual has the opportunity to develop data literacy and technical skills, regardless of their background or resources.

Community First

We believe in the power of collaborative learning, where students become teachers and innovation emerges from diverse perspectives working together.

Foundations of Data Science & AI (10 Weeks)

Our first course is now open. More programs are planned next.

Week 1-2

Foundation & Fundamentals

  • Python Programming Basics
  • Data Structures & Algorithms
  • Mathematics for Data Science
  • Version Control with Git
Week 3-4

Data Manipulation

  • Pandas & NumPy
  • Data Cleaning & Preprocessing
  • Exploratory Data Analysis
  • Data Visualization
Week 5-6

Machine Learning

  • Supervised Learning
  • Unsupervised Learning
  • Model Evaluation
  • Feature Engineering
Week 7-8

Advanced Topics

  • Deep Learning Basics
  • Natural Language Processing
  • Big Data Technologies
  • Cloud Computing
Week 9-10

Project & Portfolio

  • Capstone Project
  • Portfolio Development
  • Career Preparation
  • Community Presentation

Flexible Schedule

Evening and weekend sessions to accommodate working professionals

Peer Mentoring

Learn from and teach your fellow participants

Hands-on Projects

Real-world applications and portfolio-building projects

Network Building

Connect with industry professionals and alumni

Planned Courses

We are starting with Foundations to learn and iterate. Next up:

Data Analysis

Practical analytics, dashboards, and insights communication

Web Programming

Front-end and back-end fundamentals for building web apps

Applied Data Science & AI

End-to-end projects deploying data products

Advanced Data Science & AI

Advanced ML, deep learning, and MLOps practices

Founding Cohort Benefits

What you gain by joining our first offering

Hands-on Mentorship

Direct access to instructors and mentors with weekly office hours and code reviews.

Peer Learning Circles

Small-group collaboration, pair programming, and presentations to cement learning.

Career Prep & Portfolio

Build a showcase-ready project and get interview prep tailored for data roles.

Ready to Transform Your Career?

Join our next cohort and become part of a community that's shaping the future of data science education.

Apply Now