Advanced Data Science Certification | Data Science Training in Singapore

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Advanced Data Science Certification

Singapore

Advanced Data Science Certification in Singapore helps learners understand advanced data science concepts and methodologies. Professionals develop skills in complex data analysis, machine learning, predictive modelling, data visualisation, and applying data-driven decision-making.

Become familiar with the different data visualisation’s methods in Python efficiently.
Acquire skills for implementing different modelling data in Power BI data models.
Gain in-depth knowledge of different phases of data analytics lifecycle in Big Data.

Dates & Prices

Advanced Data Science Certification Overview

Course syllabus

Who it’s for

What’s included

FAQs

Advanced Data Science Certification Course Outline

Module 1: Python for Data Analysis - NumPy

Introduction to NumPy
NumPy Arrays
Aggregations
Computation on Arrays: Broadcasting
Comparison, Boolean Logic and Masks
Fancy Indexing
Sorting Arrays
NumPy’s Structured Arrays

Module 2: Python for Data Analysis – Pandas

Installing Pandas
Pandas Objects
Data Indexing and Selection
Operating on Data in Pandas
Handling Missing Data
Hierarchical Indexing
Concat and Append
Merge and Join
Aggregations and Grouping
Pivot Tables
Vectorised String Operations
Working with Time Series
Eval() and Query()

Module 3: Python for Data Visualisation – Matplotlib

Overview
Object-Oriented Interface
Two interfaces
Simple Line Plots and Scatter Plots
Visualising Errors
Contour Plots
Histograms, Binnings and Density
Customising Plot Legends
Customising Colour Bars
Multiple Subplots
Text Annotation
Three-Dimensional Plotting

Module 4: Python for Data Visualisation – Seaborn

Installing Seaborn and Load Dataset
Plot the Distribution
Regression Analysis
Basic Aesthetic Themes and Styles
Distinguish between Scatter Plots, Hexbin Plots and KDE Plots
Use Boxplots and Violin Plots
Compare the Use Cases of Swarn Plots, Bar Plots Strip Plots, and Categorical Plots
Recall Some of the Use Cases and Features of Seaborn

Module 5: Machine Learning

Introduction
Importance
Types
How Does Machine Learning Works?
Machine Learning Mathematics

Module 6: Natural Language Processing

Introduction to NLP
NLP and Writing Systems
Advantages
NLP Applications

Module 7: Deep Learning

Introduction
Importance
Working

Module 8: Big Data

Big Data Analytics
State of Practice in Analytics
Main Roles for New Big Data Ecosystem
Phases of Data Analytics Lifecycle

Module 9: Working with Data in R

Data Manipulation in R
Data Clean Up
Reading and Exporting Data
Importing Data
Charts and Graphs

Module 10: Regression in R

Regression Analysis
Linear Regression
Logistic Regression
Multiple Regression
Normal Distribution
Binomial Distribution

Module 11: Modelling Data

What are the Relationships?
Viewing Relationships
Creating Relationships
Cardinality
Cross Filter Direction
What is DAX?
Syntax
Functions
Row Context
Calculated Columns
Calculated Tables
Measures

Module 12: Shaping and Combining Data using Power BI

Query Editor
Shaping Data and Applied Steps
Advanced Editor
Formatting Data
Transforming Data
Combining Data

Module 13: Interactive Data Visualisations

Page Layout and Formatting
Multiple Visualisation
Creating Charts
Using Geographic Data
Histograms
Power BI Admin Portal
Service Settings
Desktop Settings
Dashboard and Report Settings

Who Should Attend this Advanced Data Science Certification Course?

This Advanced Data Science Certification Course is tailored for individuals seeking to enhance their expertise in the field of data science. This training is particularly beneficial for professionals such as:

Experienced Data Analysts
Data Scientists
Machine Learning Engineers
Statisticians
Business Analysts
AI Developers
Entrepreneurs
Researchers

Prerequisites of the Advanced Data Science Certification Course

There are no formal prerequisites for the Advanced Data Science Certification Course. However, having prior knowledge of multiple programming languages will be beneficial for the delegates.

Advanced Data Science Certification Course Overview

Advanced Data Science Training introduces delegates to key concepts that underpin modern data-driven practice. It explains how techniques such as numerical computing, regression, and machine learning mathematics enable deeper analysis and informed decision-making across complex datasets.

This Advanced Data Science Training supports professionals seeking to strengthen advanced analytical capability. It builds the ability to identify patterns, interpret data accurately, and drive innovation, enabling confident contribution in data-focused and strategic roles across industries.

This 4-Day course offered by The Knowledge Academy enables delegates to apply advanced data science concepts with confidence. Delegates gain the skills to work with time series, visualise data, manage analytics lifecycles, and operate at an expert level.

Advanced Data Science Certification Course Objectives

To provide a comprehensive understanding of basic and advanced data science concepts
To equip delegates with practical skills in tools such as Pandas and Power BI
To cover critical topics like NumPy arrays, regression analysis, and Machine Learning mathematics
To empower Business Analysts, Data Engineers, Software Developers, and executives with data science proficiency
To enable delegates to unravel complex patterns and make informed decisions through data-driven insights
To ensure delegates emerge as adept Data Scientists capable of tackling real-world data challenges

Upon completion of this Data Science Certification training, delegates will not only possess a solid foundation in data science but also practical skills in tools like Pandas and Power BI. This empowers them to analyse data effectively, make informed decisions, and contribute meaningfully to their organisations' success.

What’s Included in this Advanced Data Science Certification Course?

World-Class Training Sessions from Experienced Instructors
Advanced Data Science Certificate
Digital Delegate Pack

Hands-On Labs: Included as part of our online instructor-led delivery, these labs provide real-world exercises in a simulated environment guided by expert instructors to enhance your practical skills.

Train Your Workforce

Looking for Advanced Data Science Certification in-house or onsite training in Singapore? We specialise in corporate group training and bulk bookings for organisations of all sizes in Singapore. Our trainers deliver tailored sessions at your premises, online, or hybrid, with best price guarantee, group discounts and flexible scheduling to train your team.

Our Singapore venue

Includes..

Free Wi-Fi

To make sure you’re always connected we offer completely free and easy to access wi-fi.

Air conditioned

To keep you comfortable during your course we offer a fully air conditioned environment.

Full IT support

IT support is on hand to sort out any unforseen issues that may arise.

Video equipment

This location has full video conferencing equipment.

Singapore is a global city state and island country in Asia. The population of Singapore is around 5.5 million people. All public schools teach in English as a primary language except for the ‘mother tongue’ language paper. The National University of Singapore one of the two largest public universities in Singapore. The University was established in 1905 and is the oldest university in Singapore. The university enrol around 37,000 students who study a variety of courses which include Arts, Social Sciences, Business, Computing, Engineering, Law, Medicine, Science and Public Policy. The Nanyang Technological University is another university in Singapore. The University was established in 1991 and houses around 31,000 students. The university is a public university and offers courses in Business, Humanities, Arts, Social Sciences, Engineering, Science and Medicine.

Ways to take Advanced Data Science Certification in Singapore

Online Instructor-Led Learning

Online Self-Paced Learning

Classroom Based Learning

Onsite Learning

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Advanced Data Science Certification. Engage directly with expert instructors, mirroring the classroom schedule for a comprehensive learning journey. Enjoy the convenience of virtual learning without compromising on the quality of interaction.

Live classes

Join a scheduled class with a live instructor and other delegates.

Interactive

Engage in activities, and communicate with your trainer and peers.

Global Pool of the Best Trainers

We handpick from a global pool of expert trainers for our Online Instructor-led courses.

Expertise

With 10+ years of quality, instructor-led training, we equip professionals with lasting skills for success.

Scalable Training Delivery

Access Advanced Data Science Certification in Singapore delivered by one of the largest training providers, with scalable instructor-led classes, accessible worldwide.

Master Advanced Data Science Certification with a flexible yet structured approach that combines live, expert-led sessions and self-paced study. With Weekly one-to-one tutor support and consistently high pass rates, you’ll receive tailored guidance and achieve real results.

Structured Yet Flexible Learning

Take part in scheduled, instructor-led sessions with real-time feedback, while enjoying the freedom to study independently. Interactive resources and progress tracking tools help you stay motivated and on target.

Engaging & Interactive Training

Join dynamic live sessions featuring discussions, practical activities, and peer collaboration. Learn from Advanced Data Science Certification industry experts and reinforce your knowledge with self-paced modules—plus, connect with professionals in your field.

Expert-Led Course

Gain valuable insight from experienced trainers during live sessions, and revisit course materials anytime to deepen your understanding. This method offers the ideal balance between expert guidance and independent learning.

Global Training Accessibility

Access top-quality training across time zones—anytime, anywhere. Whether at home or on the go, our expert-led sessions and flexible study materials support your goals, and help you on the journey towards the certification.

Learn Advanced Data Science Certification through The Knowledge Academy’s Online Self-Paced Learning. This flexible and structured format supports your training goals and enables every professional to build skills with confidence.

Flexible Learning

Access Advanced Data Science Certification resources 24/7 to maintain steady progress, complete regular assessments or tasks, and upskill effectively alongside work commitments.

Expert-Developed Content

Our Online Course content is designed by experienced trainers to ensure accuracy, relevance, and practical value.

Global Training Provider

Access Advanced Data Science Certification in Singapore from a trusted global training provider delivering consistent learning to professionals worldwide.

Cost-Effective Training

Benefit from the cost-effective Advanced Data Science Certification that delivers high-quality course content without compromising learning outcomes.

Interactive LMS

Track performance, download resources, and receive AI-enabled support through The Knowledge Academy’s dedicated Learning Management System.

Experience the most sought-after learning style with The Knowledge Academy's Advanced Data Science Certification Course. Available in 490+ locations across 190+ countries, our hand-picked Classroom venues offer an invaluable human touch. Immerse yourself in a comprehensive, interactive experience with our expert-led Advanced Data Science Certification sessions.

Highly experienced trainers

Boost your skills with our expert trainers, boasting 10+ years of real-world experience, ensuring an engaging and informative training experience

State of the art training venues

We only use the highest standard of learning facilities to make sure your experience is as comfortable and distraction-free as possible

Small class sizes

Our Classroom courses with limited class sizes foster discussions and provide a personalised, interactive learning environment

Great value for money

Achieve certification without breaking the bank. Find a lower price elsewhere? We'll match it to guarantee you the best value

Streamline large-scale training requirements with The Knowledge Academy’s In-house/Onsite Advanced Data Science Certification Course at your business premises. Experience expert-led classroom learning from the comfort of your workplace and engage professional development.

Tailored learning experience

Leverage benefits offered from a certification that fits your unique business or project needs

Maximise your training budget

Cut unnecessary costs and focus your entire budget on what really matters, the training.

Team building opportunity

Our Advanced Data Science Certification offers a unique chance for your team to bond and engage in discussions, enriching the learning experience beyond traditional classroom settings

Monitor employees progress

The course know-how will help you track and evaluate your employees' progression and performance with relative ease

Advanced Data Science Certification Schedule in Singapore

Online Instructor-Led

Online Self-Paced

Classroom

Onsite

Package deals for Advanced Data Science Certification in Singapore

Our training experts have compiled a range of course packages on a variety of categories in Advanced Data Science Certification, to boost your career. The packages consist of the best possible qualifications with Advanced Data Science Certification, and allows you to purchase multiple courses at a discounted rate.

Advanced Data Science Certification | Data Science Training in Singapore FAQs

What is the Advanced Data Science Certification?

It is a globally recognised certification that validates your advanced-level skills in data science, including Machine Learning, Data Analytics, and real-world project implementation using top tools and techniques.

Why is it important to attend this Advanced Data Science Training?

This training helps you gain practical knowledge, sharpen your data science skills, and become job-ready in a competitive tech industry where data-driven decision-making is highly valued.

What are the benefits of this Advanced Data Science Course?

You gain hands-on experience, expert mentorship, industry-relevant projects, and a recognised certificate, which enhances your resume and opens doors to high-paying roles across industries.

What will I learn in this Advanced Data Science Training?

You’ll master Python (NumPy, Pandas, Matplotlib, Seaborn), Machine Learning, NLP, Deep Learning, Big Data, and R programming and build interactive dashboards using Power BI with real-world data projects.

Are there any prerequisites to attend training?

No formal prerequisites are required for this Course. However, having basic knowledge of programming, statistics, or data handling will help you understand concepts more easily during the Course.

Will I receive a certificate of completion for this online training?

Yes, upon successful completion, you will receive a certificate that demonstrates your expertise and can boost your professional profile.

Do you offer 24/7 support for these Advanced Data Science Training Courses?

Yes, we offer 24/7 learner support to assist with technical queries, course access issues, or learning guidance whenever needed.

What is the duration of this Advanced Data Science Certification Training?

The duration of the Advanced Data Science Certification Training spans 4-Days for online instructor-led and classroom sessions. For those opting for self-paced learning, you can complete the Course at your own convenience.

Do you provide self-paced training for the Advanced Data Science Online Certification Course?

Yes, we offer a self-paced option, which allows you to learn anytime, anywhere, at your speed, with access to resources.

What are the career prospects after completing this certification course?

You can pursue roles like Data Scientist, Machine Learning Engineer, Data Architect, AI Specialist, Business Intelligence Analyst, and Big Data Engineer. These roles are in high demand in industries like technology, finance, healthcare, and marketing.

Do you provide corporate training for this Advanced Data Science Online Course?

Yes, we offer customised corporate training programs delivered by industry experts tailored to your team’s needs.

Who should attend this Advanced Data Science Course?

This Advanced Data Science Certification Course is for those professionals who want to enhance their Data Science skills. This Course benefits Data Analysts, Data Scientists, Machine Learning Engineers, Business Analysts, AI Developers, Entrepreneurs and Researchers. If you have to make data-driven decisions, this Course is perfect for you.

Who should I contact if I cannot access my Advanced Data Science Training Courses?

You can contact our dedicated support team anytime via email or chat, and they’ll help resolve any access issues quickly.

What is included in this certification training?

The Course includes expert-led sessions, hands-on labs, real-world projects, assessments, downloadable materials, and a recognised certification.

What is the level of difficulty for this Advanced Data Science Training?

The Course is designed for intermediate to advanced learners, but beginners with basic programming knowledge can successfully follow and complete it.

How can I register for the Course?

You can easily book the Course on our website or contact our team for help with registration, payment, or scheduling options.

Can I access the materials from multiple devices?

Yes, all learning materials can be accessed on multiple devices, including desktop, tablet, and mobile, for flexible learning.

What skills will I acquire on completing the Advanced Data Science Training Course?

You’ll master Data Analysis, Machine Learning algorithms, Deep Learning, Predictive Modeling, and data-driven decision-making for business solutions.

How popular is the Advanced Data Science Certification in Singapore?

It’s highly valued across industries in Singapore, with growing demand for certified professionals in Data Science roles.

Why choose The Knowledge Academy in Singapore over others?

The Knowledge Academy is a prestigious training provider known for its extensive course offerings, expert instructors, adaptable learning formats, and industry recognition. It's a dependable option for those seeking this certification.

What is the cost/training fees for Advanced Data Science Certification in Singapore?

The training fees for Advanced Data Science Certification in Singapore starts from SGD6295

Which is the best training institute/provider of Advanced Data Science Certification in Singapore?

The Knowledge Academy is one of the Leading global training provider for Advanced Data Science Certification.

What are the best Data Science Courses courses in Singapore?

Please see our Data Science Courses courses available in Singapore

Customers Reviews

Almeida Alcides Marcos Manhique

It is very good and useful, and the instructor is very friendly and knowledgeable about the subject.

George Du

The trainer explained every concept and procedure very well. Appreciated for the great effort!

Jorge Bouza Dominguez

great professor!

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Why choose The Knowledge Academy

Best price in the industry

You won't find better value in the marketplace. If you do find a lower price, we will beat it.

Many delivery methods

Flexible delivery methods are available depending on your learning style.

High quality resources

Resources are included for a comprehensive learning experience.

Our Clients

"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"

Joshua Davies, Thames Water