Data Science

Data Science & AI Foundations

Apply Python and machine learning to build predictive models that solve business challenges.

No coding experience required

Build predictive models from real datasets

Learn hands-on with Python, Pandas, and Scikit-learn

Get guidance from data professionals in Singapore

231,000+ students have joined Bitlabs

231,000+ students have joined Bitlabs

231,000+ students have joined Bitlabs

4.87/5

Two colleagues collaborating on a laptop in office.
Two colleagues collaborating on a laptop in office.
Two colleagues collaborating on a laptop in office.

WHY LEARN DATA SCIENCE & AI?

Data Drives the Future. Be the One Who Understands It.

In Singapore’s fast-growing digital economy, data is at the center of every business decision. Organizations need professionals who can go beyond reading reports, they need those who can analyze patterns, predict outcomes, and guide smarter strategies using machine learning.

This course equips you with the essential foundations of Python, data analysis, and AI, helping you transition from data user to data innovator.

WHAT YOU’LL LEARN

From Raw Data to Predictive Intelligence

Learn the core skills to collect, analyze, and model data step by step. You’ll gain practical experience turning information into insights that drive business value.

You’ll explore:

You’ll explore:

You’ll explore:

Python Essentials

Clean, organize, and prepare data using Python and Pandas.

Data Exploration

Spot meaningful trends and visualize insights with charts and statistics.

Machine Learning Basics

Apply regression and classification models to make accurate predictions.

Model Evaluation

Test, validate, and improve your models for reliability.

Capstone Project

Build a predictive ML model and present business-ready recommendations.

Expected Outcome:

Expected Outcome:

A Predictive ML Model + Insights Report, such as customer churn prediction or sales forecasting, ready to showcase to employers or apply in real projects.

TOOLS & FRAMEWORKS YOU’LL LEARN

Hands-On Experience with Leading Data Science Tools

Practice with industry-standard tools and libraries used by data teams worldwide.

Tools & Frameworks Covered:

Tools & Frameworks Covered:

Tools & Frameworks Covered:

COURSE CURRICULUM

Learn Through 8 Guided Modules

Each module takes you deeper into the world of data science, from coding fundamentals to practical machine learning applications.

Module 1 : Introduction to Data Science & Python

  • Why Python is essential for data science


  • Python syntax & core functions


  • Setting up Jupyter Notebooks

Module 2 : Data Wrangling with Pandas

Module 3 : Exploratory Data Analysis & Visualization

Module 4 : Machine Learning Basics

Module 5 : Model Evaluation & Tuning

Module 6 : Applied Case Study

Module 7 : Project Workshop

Module 8 : Capstone Project

Module 1 : Introduction to Data Science & Python

  • Why Python is essential for data science


  • Python syntax & core functions


  • Setting up Jupyter Notebooks

Module 2 : Data Wrangling with Pandas

Module 3 : Exploratory Data Analysis & Visualization

Module 4 : Machine Learning Basics

Module 5 : Model Evaluation & Tuning

Module 6 : Applied Case Study

Module 7 : Project Workshop

Module 8 : Capstone Project

Module 1 : Introduction to Data Science & Python

  • Why Python is essential for data science


  • Python syntax & core functions


  • Setting up Jupyter Notebooks

Module 2 : Data Wrangling with Pandas

Module 3 : Exploratory Data Analysis & Visualization

Module 4 : Machine Learning Basics

Module 5 : Model Evaluation & Tuning

Module 6 : Applied Case Study

Module 7 : Project Workshop

Module 8 : Capstone Project

LEARN FROM INDUSTRY EXPERTS

Guided by Professionals Using Data & AI Every Day

Learn directly from Singapore-based data scientists and AI practitioners who apply analytics and machine learning to solve real business problems.

Dicky Satria

Senior Data Analyst

AlloFresh

Ammar Jannah

Sr. System Analyst

MNC Media

Bobby Christian

Senior Data Engineer

Insignia

COURSE FEES & PAYMENT OPTIONS

Learn Now. Pay easily

We totally get it, so we've made it super easy for you to pay. You don't have to stress about cost, just focus on learning

Plan

Description

Price (SGD)

Full Payment

One-time payment

S$1,250

Installment Plan

3-month flexible payment

S$420/month

Company Sponsored

For HR/L&D training partnerships

Custom pricing available

Eligible for SkillsFuture Credit (subject to approval).

Eligible for SkillsFuture Credit (subject to approval).

Group or corporate packages available on request.

Group or corporate packages available on request.

Talk to an Advisor

Talk to an Advisor

Talk to an Advisor

Talk to an Advisor

Talk to an Advisor

Talk to an Advisor

ALUMNI TESTIMONIALS

Recommended By Over 231,000 Alumni

These alumni share how Bitlabs empowered them to gain new skills, land better opportunities, and stay relevant in the fast-changing digital world.

“Before this course, I’d never written a line of code. Now I can build a model that predicts customer trends for my team.”

— Clara, Marketing Analyst

— Clara, Marketing Analyst

“The modules made data science practical and business-focused. I used my capstone project as part of my promotion case.”

— Sean, Operations Manager

— Sean, Operations Manager

WHY CHOOSE BITLABS

We don't just teach you skills, we help you to build your career.

Industry-Relevant Curriculum

Industry-Relevant Curriculum

Hands-On

Projects

Hands-On

Projects

Expert

Mentorship

Expert

Mentorship

Career-Focused Learning

Community Support

Professional Certificate

Professional Certificate

You’ll get an official certificate that proves your new skills. Show it to employers, add it to your portfolio, and take the next step in your digital career.

You’ll get an official certificate that proves your new skills. Show it to employers, add it to your portfolio, and take the next step in your digital career.

Career-Focused Learning

Community Support

Career-Focused Learning

Community Support

FAQs About Data Analytics for Business Insights Course

Do I need coding experience?

No, you’ll start with Python basics and build up from there.

What if I’m working full-time?

Will I receive a certificate?

Can my company sponsor this course?

Do I need coding experience?

No, you’ll start with Python basics and build up from there.

What if I’m working full-time?

Will I receive a certificate?

Can my company sponsor this course?

Do I need coding experience?

No, you’ll start with Python basics and build up from there.

What if I’m working full-time?

Will I receive a certificate?

Can my company sponsor this course?

Data Science & AI Foundations

Full Payment

Full Payment

One-time payment

One-time payment

S$1,250

S$1,250

Installment Plan

Installment Plan

3-month flexible payment

3-month flexible payment

S$420/month

S$420/month

Company Sponsored

Company Sponsored

For HR/L&D training partnerships

For HR/L&D training partnerships

Custom pricing available

Custom pricing available

Eligible for SkillsFuture Credit (subject to approval).

Eligible for SkillsFuture Credit (subject to approval).

Group or corporate packages available on request.

Group or corporate packages available on request.

Join the Data Science & AI Foundations Course Today!

Join the Data Science & AI Foundations Course Today!

Learn how to turn data into insights and predictions that make real business impact. Start your data-driven journey with Bitlabs Academy Singapore today.

Learn how to turn data into insights and predictions that make real business impact. Start your data-driven journey with Bitlabs Academy Singapore today.

231,000+ learners have improved their careers with Bitlabs. Join them. Are you ready to be next?

The best part is that it starts now! Let's have a chat!

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bitlabs@info.com

As featured in

Future-Ready Learning for Professionals

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