Data Science
Data scientists analyse large datasets, build models and use machine learning to make predictions and find patterns. This 9-month programme covers the full toolkit — and teaches the maths through Python, not dry theory.
From Python basics to deep learning with PyTorch and deploying models with Docker.
What you'll build
Exploratory data analyses
Clean, transform and visualise real datasets.
Machine learning models
Regression, decision trees, random forests, clustering.
A neural network project
Computer vision or NLP with PyTorch.
A deployed model
Packaged and served with Docker.
Curriculum
1Python for dataJupyter, data types, loops, functions, files, OOP, algorithms and unit tests — plus Git and GitHub.
2Maths with PythonLinear algebra with NumPy, data tables with Pandas, charts with Matplotlib, statistics, calculus and probability.
3SQLSyntax, table joins, window and ranking functions, and PostgreSQL.
4Machine learningEDA, feature scaling and encoding, linear and logistic regression, decision trees, random forests, k-NN, clustering and PCA.
5Data extractionWeb scraping with Scrapy, BeautifulSoup and Requests; CSV, Excel and PDF files; images with Pillow and OpenCV.
6Deep learning & deploymentNeural networks with PyTorch, computer vision and NLP examples, and deploying models with Docker.
NOVA certificate
Confirms completed training, practical tasks and project work — not just attendance.
Where it can lead
The course builds skills and a portfolio; it is not a job placement programme.
Typical monthly salary in Malaysia, from JobStreet Malaysia (October 2026).
Data Analyst
Python, SQL, Pandas
RM 3,500 – 5,000
per month
Data Scientist
ML, statistics, EDA
RM 6,800 – 7,800
per month
Data Engineer
SQL, pipelines, Docker
RM 5,750 – 8,250
per month
Questions about this course
Do I need strong maths?
The maths you need — linear algebra, statistics, calculus and probability — is taught inside the course using Python packages.
Who is it for?
Adults aged 18–55 who want to move into data roles, including career switchers.
What a lesson looks like
up to 12 students
per group — the teacher sees everyone
238 academic hours
total study hours
Computers provided
no laptop needed
Free replacement classes
if you miss a lesson
Book a free consultation
Tell us what you'd like to learn — we'll confirm a consultation time over WhatsApp.
Data Science
18–55 years · 9 months
Request received!
We'll reach out on WhatsApp within one business day to arrange your consultation.
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