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Data Science and Machine Learning Bootcamp

An immersive 8-week, 80-hour program covering Python, SQL, statistics, big data, visualization, ML, NLP, Power BI, career coaching, and a capstone with industrial exposure.

  • ✅80 hours of instructor-led training
  • ✅Hands-on projects with real datasets
  • ✅GSDC Certified Data Science Professional (CDSP) preparation
  • ✅Hybrid: in-person & online
  • ✅Career coaching, mock exams, industrial visit
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Data Science and Machine Learning Bootcamp

Start your journey today

16 weeks

Our knowledge partners

Kanban
AWS
Microsoft
Agile
PeopleCert
Comptia
ISACA

Course Overview

An immersive 8-week, 80-hour program covering Python, SQL, statistics, big data, visualization, ML, NLP, Power BI, career coaching, and a capstone with industrial exposure.

Course Syllabus

Module 1: Introduction to Data Science

Foundations, lifecycle, tools, and roles.

OverviewLifecyclePython & SQLRoles & Tools

Module 2: Probability and Statistics

Core statistics and probability for data-driven decisions.

Descriptive StatsCorrelation/RegressionBayesianHypothesis Testing

Module 3: Working with Big Data

Principles, tools, and frameworks for large datasets.

HadoopSparkNoSQL (MongoDB/Cassandra)HDFSMapReduce/Spark

Module 4: Data Extraction & Visualization

Data collection, cleaning, transformation, and visualization.

APIs/SQL/Web ScrapingCleaning/PrepVisualization (Matplotlib/Plotly)

Module 5: Data Mining & Machine Learning

Build predictive models and evaluate them.

Regression/ClassificationClusteringModel Evaluation & Validation

Module 6: Advanced Statistical Methods

Deeper statistical analysis techniques.

PCATime SeriesInferenceConfidence Intervals

Module 7: Text Mining & NLP

Process and analyze text data.

Tokenization/LemmatizationText ClassificationEmbeddings/Transformers

Module 8: Data Visualization with Power BI

Interactive dashboards and storytelling.

Core VisualsAdvanced VisualsInteractive DashboardsBest Practices

Module 9: Career Coaching & Interview Prep

Career support and problem-solving practice.

CV/LinkedInTech/Behavioral InterviewsCritical Thinking

Module 10: Industrial Visit & Capstone

Real-world project and industry exposure.

Project DevelopmentPresentationExpert Feedback

Why This Bootcamp?

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High Industry Demand

DS/ML skills are needed in every industry.

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Hands-On Learning

Real datasets, projects, and case studies.

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Expert Instructors

Learn from seasoned data scientists.

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Career Support

Resume, interviews, and job assistance.

Fees & Schedule

8-Week Intensive Program

RM 10,000

Duration: 8 weeks

Format: 3 days per week (evenings)

Mode: Hybrid

What's Included

  • All course materials
  • Hands-on projects
  • Industry visit
  • GSDC certification preparation
  • Career coaching
  • Job placement assistance

How to Apply

1

Submit online application

2

Technical aptitude assessment

3

Interview with program coordinator

4

Enrollment confirmation

5

Pre-course preparation materials

6

Program kick-off

Ready to Start?

Join our next cohort and launch your career in data science and machine learning. No prior experience required.

Our Instructors

Dr. Sarah Lee

Senior Data Scientist

8+ years at Google and Meta

Machine LearningStatistical AnalysisPythonBig Data

Ahmad Rahman

ML Engineer

6+ years at Grab and Shopee

Deep LearningNLPMLOpsCloud Platforms

Frequently Asked Questions

What are the prerequisites for this bootcamp?
No particular prerequisites. Knowledge of business domains and data analysis is helpful.
What is the course duration and schedule?
This is an 8-week program with 80 hours of training. Classes run Monday-Friday with 2 hours daily.
What certification will I receive?
Prepares you for the GSDC Certified Data Science Professional (CDSP).
What job roles can I pursue after completion?
Data Scientist, ML Engineer, Data Analyst, BI Analyst, Data Engineer, NLP Engineer, etc.
Is there career support provided?
Yes: interview prep, resume building and job placement assistance.

Launch Your Data Science Career

Data science professionals are in high demand across finance, healthcare, technology, retail, and e-commerce.

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High-Demand Career Paths

Start your journey with solid grounding in Python, SQL, machine learning, and data visualization.

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Data Scientist
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ML Engineer
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Data Analyst
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Business Intelligence Analyst
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Research Scientist
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AI Specialist

Average salary range: SGD 5,000 - SGD 15,000+ per month

Ready to Transform Your Career?

Join our Data Science and Machine Learning Bootcamp and acquire the skills in demand by major employers.

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Explore Bootcamp Details

Find out more about curriculum and modules.

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Data Science Fundamentals

Learn fundamentals of data analysis.

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Talk to Our Team

Have questions? Schedule a call.

Book a Free Consultation
!