Data Science Lifecycle
Explore data science lifecycle through concise instruction, relevant examples and a guided Data Science Essentials workplace activity.
Data & Analytics
Data Science Essentials
Understand the end-to-end data-science workflow and use data, models and evidence to answer meaningful business questions.
Course overview
Turn learning into workplace capability.
Understand the end-to-end data-science workflow and use data, models and evidence to answer meaningful business questions. Participants work through realistic Malaysian workplace scenarios, guided practice and structured reflection so they can apply the learning immediately.
The programme combines concise instruction, guided discussion, practical exercises and an action plan. Examples can be tailored to your industry, policies and participant roles for in-house delivery.
By the end
Learning outcomes
- Frame a business question as a data-science problem.
- Prepare data and perform exploratory analysis.
- Explain common modelling approaches and evaluate results.
- Communicate findings responsibly with clear limitations.
Practical curriculum
What participants will cover
A focused sequence designed for application, reflection and measurable next steps.
Problem Framing and Data Sources
Explore problem framing and data sources through concise instruction, relevant examples and a guided Data Science Essentials workplace activity.
Data Preparation
Explore data preparation through concise instruction, relevant examples and a guided Data Science Essentials workplace activity.
Exploratory Analysis and Visualisation
Explore exploratory analysis and visualisation through concise instruction, relevant examples and a guided Data Science Essentials workplace activity.
Modelling and Evaluation
Explore modelling and evaluation through concise instruction, relevant examples and a guided Data Science Essentials workplace activity.
Storytelling, Ethics and Next Steps
Explore storytelling, ethics and next steps through concise instruction, relevant examples and a guided Data Science Essentials workplace activity.
Who should attend
Analysts, managers, technical professionals and teams beginning data-science initiatives.
01
Public class
Join a scheduled small-group programme at our Petaling Jaya venue.
02
In-house team
Customise the examples, timing and exercises for your organisation.
03
Live online
Instructor-led virtual delivery with activities and real-time feedback.
Course questions
What organisations usually ask
Is Data Science Essentials HRD Corp claimable?
The programme can be proposed as HRD Corp claimable training, subject to the employer’s eligibility, current scheme rules, course registration and final approval.
Who should attend this course?
Analysts, managers, technical professionals and teams beginning data-science initiatives.
How long is the course and how can it be delivered?
The standard duration is 3 days. Delivery can be arranged face-to-face, live online or in-house for your team, subject to trainer availability.
Build a stronger team
Bring Data Science Essentials to your organisation.
Tell us your preferred dates, team size and learning priorities. We will prepare a tailored programme and quotation.
*HRD Corp claimability is subject to employer eligibility, current scheme rules, course registration and approval. Public fees are indicative until confirmed in writing. Certification pathways may carry additional requirements set by the relevant authority or awarding body.