Data Science Course | Learn AI, ML, Python | Funded | MAGES Institute
Master Programming skills and upskill your Technical Career

APPLIED DATA SCIENCE WITH MACHINE LEARNING

6 Month Professional Certificate | Part-Time

Master in AI and Machine Learning for predictive modeling

Grants available for SG & PR*

About Data Science Course

Data Scientists are a very important part of our business world. MAGES Institute has introduced a 14 week course ‘Applied Data Science with Machine Learning’ for students who want to work in the field of data science. Students will cover the basics of data science from programming languages to data analytics and in the data science course. The second term will focus on building solid skills as students will implement these various programming languages they’ll learn in the python course. Students will integrate all of their knowledge into a Capstone project for the last term. By showcasing their skills here, the students can continue their path with confidence.

PROGRAMME OVERVIEW

Discover Data Science and Machine Learning and learns skills that will empower your career.

 

Our 6-months programme provides the fundamental knowledge required by Data Analysts and exposes concepts and real-world use cases of Data Science and Machine Learning. Learn how to gather, clean, process, understand, and analyse data before presenting it in a visually meaningful manner in order to draw insights and conclusions.

 

Enroll and establish yourself as a budding Data Analyst today!

DURATION : 6 Months (Full-Time/Part-Time)

STUDENT-TO-LECTURER RATIO : 15 Students : 1 Lecturer

MEDIUM OF INSTRUCTION / MODE OF ASSESSMENT: Lectures & Practical (Hands on Application), Project Based Assessment for All Modules

 

SOFTWARES TAUGHT: Python, NumPy, Panda, and more

AWARD: Professional Certificate in Data Science Immersive

COURSE CODES COVERED UNDER SSG: TGS-2021008008, TGS-2022011217

6 MONTH PROGRAMME

Develop Data Science Machine Learning Skills

FUNDAMENTALS

In the first term, students will learn the basics of Data Science, which includes programming, data analysis, and machine learning. This knowledge will give them a strong foundation to use Data Science in various ways.

 

The programme will cover the following modules:

  • Data Science Fundamentals
Full Stack Web Development Upskill

SKILLS

In the second term students will strengthen their skills by working with Data Engineering, programming languages, Data Analytics, and Visualization. They’ll also gain expertise in data wrangling, data plotting, and industry-relevant algorithms.

 

The programme will cover the following modules:

  • Data Analytics
  • Data Engineering
  • Data Visualization
Master in Python

PORTFOLIO

In the final term, students will apply their knowledge and skills, including Machine Learning for Data Science, in a Capstone Project. This demonstrates their expertise in their chosen field, boosting their confidence and validating their abilities.

 

The programme will cover the following modules:

  • Machine Learning for Data Science
  • Capstone Project

INSTRUCTORS

With over 25 years of working experience, in companies such as ICONIX International and Delcan Corporation in Toronto, Canada. Thomas has played a key role in developing the Automatic Fare Collection System for the Taiwan High Speed Rail in Taipei. His significant experience in the IT industry enriches both his industrial training and his academic teaching. He has teaching experience in subjects like Games Programming at various Singaporean institutions.

Thomas O’Dell

Adjunct Lecturer

Manfred has 8 years of experience. He is the founder and CEO of Pillowseed, a Digital Solutions company. He is an expert in Frontend and Backend web development, capable of designing and developing websites and web applications. His notable projects include collaborating with PUB on their mobile application, partnering with Accenture for CPF's website revamp, and assisting various SMEs with their websites, web applications, and digital marketing efforts.

Manfred Lim ZJ

Lecturer | Web Developer

Manuj Chandra is committed to lifelong learning and a hands-on approach to technical management and leadership. As a Data Science Professional with over 20 years of experience and the mastermind behind two startups, including India's first AI and game programming school, he has led, consulted, and coached many businesses, academic institutions, and individuals in India, Singapore, and Indonesia in emerging technologies such as (Serious) Games, Simulations, and Data Science.

Manuj Chandra

Lecturer | Data Science Professional

As a full-stack developer with over 7 years of experience and a Forbes 30-Under-30 lister Afiq has a wealth of knowledge to offer their students. Having managed a team of 20 developers as a startup Chief Technology Officer (CTO) and running his own software company, Afiq’s expertise speaks for itself. He is a dedicated and skilled instructor who will provide valuable and practical insights and guidance to their students.

Mohamed Afiq

Lecturer | Web Developer

TOPICS COVERED
  • Data Science Fundamentals
  • Data Analytics
  • Data Engineering
  • Data Visualisation
  • Machine Learning for Data Science
  • Capstone Project
LEARNING OUTCOMES
  • To extract, transform and load data and use visualization techniques to derive actionable insights to positively influence a desirable outcome
  • To utilize statistical methods in the data driven decision making process
  • To use statistical methods to develop and maintain predictive models
  • To process large amounts of data using big data technologies
  • To leverage BI tools to develop business data processing and visualization pipelines
  • To create predictive models using AI and Machine Learning techniques
ADDITIONAL INFORMATION

ENTRY REQUIREMENTS

Age : 18 years old or above,

3 GCE ‘O’ Levels incl Minimum of C6 Grade in English

COURSE FEES

(*Incl 9% GST)

Full Programme Fee: SGD 7,507.92

Singaporeans 21-39Yrs or PR (After Grants*): SGD 5,107.92

Singaporeans 40Yrs and Above (After Grants*): SGD 4,147.92

**Self-sponsored students can use SSG Training Grant

FAQs

Is Data Science still relevant?

According to the US Bureau of Labor Statistics, the employment rate for data scientists will grow by 36% from 2021 to 2031. By 2026, there is an anticipated increase in demand for Data Science professionals worldwide by 11.5 million. (Source: TechGig.com)

 

The field of data science presents significant opportunities for career advancement and has the potential to revolutionize businesses.

Advanced Machine Learning techniques, a subset of Data Science, enable the development of Generative AI tools such as Midjourney for 2D art and ChatGPT.

As AI becomes increasingly prevalent and utilized, the demand for skilled data scientists and analysts is growing at a corresponding rate.

Who is the Professional Certificate Programme for?

Our Professional Certificate programme is designed for individuals seeking career progression or transition into the Data Science industry.

 

The 6-month intensive programme employs practical, hands-on learning methods, and culminates with a Capstone Project that demonstrates student’s acquired skills and enhances their employability.

I do not have any technical background. Can I join this course?

Our Professional Certificate Programme are designed for beginners, the first module (Fundamentals) is meant to cover any skill gaps before starting the core skills portion of the Program.

Are there any other funding/grant or installments available?

Multiple grants are applicable for our courses like SSG, PSEA and UTAP, the total grant amount would depend on a variety of factors such as age, nationality, and any other Terms & Conditions as applicable.

What are the hardware requirements for this Programme? Will I have to purchase it myself?

The Professional Certificate in Applied Data Science programme requires a modern laptop with 16GB RAM. As Data Science at the individual level is not computationally intensive, a high-end laptop is not required.

Please contact us for the updated Minimum and Recommended Specs for the Laptop.

Do you offer Payment Plans?

We understand these Courses are a significant financial investment, so we provide several options to ease tuition payment.

After submitting a down payment to secure your spot in the Course, you can choose the Instalment Plan that’s best for you.

SPEAK TO AN ADVISOR

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