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Graduate Diploma in Data science & Artificial intelligence (e-learning)

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Graduate Diploma in Data science & Artificial intelligence (E-Learning)

Overview

Data science and machine learning have transformed entire industries and will continue to do so. The data revolution has led to a spike in the demand for data scientists and machine learning practitioners that shows no signs of slowing down. 

The Graduate Diploma in Data Science & Artificial intelligence is designed to help participants master data science, from the critical foundations of statistics and probability to working hands-on with machine learning models using Python, the world’s most popular programming language. Analytical models are more powerful when they are built with the right statistics, and this comprehensive diploma can help you learn the key statistics and probability concepts to build effective models, enhance your data interpretation skills and make well-informed decisions.

This programme is suitable for

  • Working professionals who are interested in a career in Data Science and Machine Learning.
  • Working professionals interested in leading Data Science and Machine Learning initiatives at their companies.
  • Entrepreneurs interested in innovation using Data Science and Machine Learning
  • Mid-to-senior functional managers looking to improve their decision making using data
  • Senior Executives seeking to enter into the field of analytics & data science.
  • Lecturers, Trainers, and consultant seeking to upgrade their knowledge of business analytics
6 Months Part Time
Online Classes
4 Modules

Programme Structure

The program comprises of 4 modules and can be completed in 6 months. Through an engaging mix of introductions to key technologies, business insights, case examples, and your own business-focused project, you’ll explore the reality of central AI technologies today and how they can be harnessed to support your business needs

 

This online program provides you with a holistic learning experience that integrates rich, interactive media such as videos, recorded lectures and e-learning activities and group discussion with like minded peers through discussion forums.

Syllabus

This module will follow a clear and structured process and you will work through several phases to understand the latest trends in Artificial intelligence and its application in business strategy. The module will explore the current AI landscape and discover how to implement an AI strategy for your organisation.

This module aims to help you understand key concepts of Power BI by analysing, visualising, and reporting data using the data analytics tool by Microsoft, Power BI. You will learn how to connect your data, import your data, author reports, publish reports, create dashboards, and share with other business users so that they are able to utilise the business intelligence gathered in dashboards on both the web and mobile application. This module also covers the latest tools to monitor your business growth and get immediate insights on any device.

This module aims to equip you with the skills to present valuable insights through Data Storytelling.

  • Learn how to tell a story with data by bringing together data, visuals and narrative.
  • Understand the various types of story structures.
  • Learn how to identify and apply a suitable narrative structure for the data.
  • Be equipped with the skills to design and develop visualisations that support the narrative structure of the data.

This module aims to equip you with the skills to gain Hands-on Experience with Data Science and Programming. The hands-on class aims to provide a solid foundation for students in data science and machine learning. In this module, students will learn the core Python data science tools, the Scikit-Learn machine learning toolkit, and explore practical concerns for machine learning with Python, including data cleansing, pre-processing, and evaluation.

Delivery Structure

This program is organized as a process that enables busy executives to engage systematically with complex issues. Whereas each specific issue may be unique, our process enables you to structure even the most intractable problems. You have the opportunity to complement this with feedback received on a unique instrument; one that has been validated rigorously with international benchmarks.

This program is broken down into manageable, four weekly sessions per module over Zoom, designed to accelerate your learning process through diverse learning activities. Participants will have access to online materials throughout the 6 months. 

Career

Upon completion of this Graduate Diploma, you would be able to have a chance to pursue a rewarding career as a (but not limited to):

  • Project Manager
  • Business Development Role
  • RPA Expert
  • Digital Specialist
  • Data Science Expert
  • Machine Learning Engineer or Specialist
  • Applications or Enterprise Architect
  • Data or Infrastructure Architect
digital-transformation-strategy

Admission Criteria

Participants are expected to contribute to the class learning experiences in a cohort and peer learning environment. You will be assessed based on experience, aptitude, potential and managerial skills.

At least 21 years old

A Diploma in any course (minimum of 5 years relevant work experience).

Mature Candidates (at least 30 years old) with minimum 8 years of working experience.

Fees

Please download the brochure or contact 8358 8088 for more information.

What Does Our Students Say About Us?

"It’s been a long while since I attended any course. It’s challenging for me to sit down the whole day focusing, but the faculty had made the class so enjoyable and interactive! He answered all the queries we had, gave good case studies and gave as much as information to us as possible for the 2 days. I look forward to future opportunities to attend his courses again.”
Ms.Cherlyn Ng
Manager
Sony Electronics
"Very engaged and experienced faculty. He to provide consultancy for our digital marketing. He has done a great job in identify the area to concentrate on to achieve the desire result. He is a result-oriented trainer who delivers his promises. We appreciate his advice and would highly recommend this course."
Ms. Joyce Mok
Marketing Director
Topseller

Frequently Asked Questions

Our program will be facilitated by our industry experts. This is to ensure that our students have an enriching learning experience with our faculties through application based learning and real life case studies such as BreadTalk, Grab, DBS and more.

Lessons will be conducted on every Tuesday, 8PM - 10PM via Zoom. There will be four lessons for every module, totaling up to 16 lessons (32hrs) for this Graduate Diploma. We will be recording all webinar sessions as we understand that you may have a busy schedule and are unable to attend. However, we highly recommend you to join us in our lessons as classes are very interactive and engaging, creating a perfect opportunity for questions.

Aventis is known for its practical-driven curriculum designed to include the latest industry trends and practices, and to ensure real-life application of theories. Testament to its success, its clients hail from a wide range of government ministries, statutory boards and MNCs. These include but are not limited to big names like Academy of Medicine, Citibank, Keppel Land, Land Transport Authority (LTA), LinkedIn, Lend Lease, Marshall Cavendish Education, National Art Gallery, National University Health System, National University of Singapore, NTUC Income, Resort World Sentosa, SATS Airport Services, Singapore Press Holdings  and SMRT.

You are eligible if you are:

A Bachelor’s degree or equivalent in any discipline

Diploma Holders with minimum 5 years working experience 

Mature Candidate above 30 years old with over 8 years working experience may be considered on a case-by-case basis.

Please contact 9816 3261 for more information. 

No, you do not need to be digitally savvy or programming background. Our program focuses heavily on application and case studies to help prepare you for the working world. 

No. We strongly believe in application over examinations. Therefore, all of our programs are assignment based. You will be required to do a graded word assignment of approximately 1.2k - 1.6k number of words.

There is never an age limit to learning. Our students’ age group generally lies within 40 - 55 years old, equipped with a wealth of knowledge that is ready to share with the class.

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