Skip to main content
Close icon Menu icon
UTS UTS
Cart
Your cart
Your cart is empty

Browse courses to find something that interests you.

Log in
Search
Enter to search / ESC to close


Browse Study Areas >

Analytics & Data Science

  • Critical & Creative Thinking
  • Data Science
  • Entrepreneurship
  • Invention & Innovation
  • Leadership & Management
  • Problem Solving
  • Strategic Thinking

Architecture

Built Environment

Business & Transformation

  • Accounting & Finance
  • Business Technology
  • Critical & Creative Thinking
  • Data Science
  • Economics
  • Entrepreneurship
  • Leadership & Management
  • Marketing
  • Problem Solving
  • Strategic Thinking

Communication & Media

Design Innovation

Technology

  • Business Technology
  • AI & Machine Learning
  • Telecoms
  • Data Science
  • Key Technology Trends

Health

Law

  • Law and technology
  • Substantive law
  • Industry accreditation
  • Professional skills

Public Policy & Governance

  • Evidence Evaluation and Insights
  • Community engagement
  • Governance
  • Local government
  • Leadership
  • Policy and program delivery
  • Strategic planning

Systems & Operations

Engineering

Bridging Courses

Science & Mathematics

Education

Search
Log in
  • About

  • All courses

    All courses
    Browse all courses
    • Analytics & Data Science
    • Architecture
    • Built Environment
    • Business & Transformation
    • Communication & Media
    • Design Innovation
    • Technology
    • Health
    • Law
    • Public Policy & Governance
    • Systems & Operations
    • Engineering
    • Bridging Courses
    • Science & Mathematics
    • Education
  • For your organisation
  • Insights
  • Home
  • Study areas
  • Technology
  • Data Science
  • Applied Data Science for Innovation
MICROCREDENTIAL

Applied Data Science for Innovation

Enrol now
$1,610.00

START DATE

 Enquire now

MODE

 Online

DURATION

 6 wks

COMMITMENT

 Avg 14 hrs/wk

Join Waitlist









reCAPTCHA helps prevent automated form spam.
The submit button will be disabled until you complete the CAPTCHA.


Have a question ?
Make an enquiry

Learn how to solve challenging business problems and drive innovation by mastering the essentials of machine learning with one of the industry’s leading data science experts.

About this microcredential

This interactive course will teach you how to design and implement innovative machine learning solutions to solve complex real-world problems. With the advent of a new digital era, businesses are facing increasingly challenging and complex problems. Smart organisations that can successfully leverage value from their data gain unparalleled competitive advantages – with machine learning widely used across many industries, such as financial services, healthcare and telecommunications.

You will learn essential machine learning techniques in depth, such as regression, classification, and clustering. Featuring a uniquely transdisciplinary approach to learning, this microcredential will also introduce you to agile project management, entrepreneurship and data citizenship that will prepare you to tackle complex problems in the future, providing transferrable skills across a broad range of industries, sectors and organisations.

This dynamic, innovative approach, combined with hands-on learning and practice will help you to become well versed in implementing, optimising and maintaining machine learning solutions that can disrupt industries and change people’s lives for the better.

Whether you’re keen to unlock new career opportunities or help your organisation develop more strategic, innovative initiatives, this microcredential will help you master the latest thinking and best industry practices in data science and become an invaluable contributor in whatever field you work in.

This course has been co-designed by renowned academics and industry partners from the UTS Master of Data Science and Innovation program. 

Key benefits of this microcredential

This microcredential aligns with the 2-credit point subject, Applied Data Science for Innovation (36124) in the Master of Data Science and Innovation. This microcredential may qualify for recognition of prior learning at this and other institutions.

Digital badge and certificate digital badge example for UTS Open short courses

A digital badge and certificate will be awarded upon successful completion of the relevant assessment requirements and attainment of learning outcomes of the microcredential.  

Learn more about UTS Open digital badges.

Who should do this microcredential?

This microcredential is suitable for anyone interested in learning more about machine learning, such as:

  • Business analysts
  • Data analysts
  • Developers
  • Entrepreneurs
  • Project managers
  • Product owners.

 

The concepts and intuition behind all algorithms were explained very clearly. The weekly assignments are well paced, and gradually lead me to more and more advanced areas. The detailed and constructive feedback is tailored to me and my progress, which is something that other online classes I’ve done could not provide. I highly recommend this course to people who would like to get into ML field with none or little prior knowledge.

Kai-Ping Wang, Senior Software Engineer at Sandstone Technology

Price

Full price: $1,610 (GST free)*

Special price: $1,470 (GST-free)*

*Price subject to change. Please check price at time of purchase. 

Discounts are available for this course. For further details and to verify if you qualify, please check the Discounts section under Additional course information. 

Enrolment conditions

Course purchase is subject to UTS Open Terms and Conditions. 

COVID-19 response 

UTS complies with latest Government health advice. Delivery of all courses complies with the UTS response to COVID-19.

Additional course information

Course outline

This course consists of weekly 2-hour evening classes (6-8pm) over six weeks, with participants also needing to undertake approx. 2-3 hours weekly self-directed online learning activities. 

The following content will be covered during this microcredential:

  • Introduction to data science and machine learning.
  • Introduction to exploratory data analysis
  • Data visualisation
  • Regression analysis
  • Classification analysis
  • Model serving.

Course delivery

This course offers in a series of weekly, interactive online sessions facilitated by a leading industry expert. Each session consists of a mix of subject presentations and hands-on experience. Participants will be able to learn the theory behind machine learning algorithms and data mining techniques followed by practical workshops, where they will apply what they've learnt to real-world business use cases.

In between sessions, participants will be required to engage in individual and collaborative online activities designed to support the understanding of the machine learning algorithms and their application.

Course learning objectives

By the end of the microcredential you will be able to:

  • Understand the different elements of machine learning
  • Manage a machine learning project end-to-end
  • Analyse datasets and propose relevant approaches
  • Assess model performance and make recommendations
  • Train machine learning models
  • Communicate and present results.

Assessment

Assessment task one - Machine learning project

  • Type - project
  • Group work - individual
  • Weight - 60%.

Assessment task two - Hackathon

  • Type - report
  • Group work - group and individually assessed
  • Weight - 40%.

Requirements

Mandatory

To complete this online course, you will need a personal computer with adequate internet access and sufficient software and bandwidth to support web conferencing. You will also require an operating system with a web browser compatible with Canvas.

Desired

Exposure to programming, data analysis or statistics.

Discounts

Discounts are available for this course as follows: 

  • UTS alumni/students 10% discount with discount code: TDIalumni 
  • UTS staff 10% discount.

Discounts cannot be combined and only one discount can be applied per person per course session. Discounts can only be applied to the full price. Discounts cannot be applied to any offered special price. 

How to enrol and obtain your UTS staff discount (UTS staff)

Please contact the team at support@open.uts.edu.au in order to secure your enrolment and 10% staff discount.

How to apply your discount code 

  • If you are eligible for a UTS alumni or student discount, please ensure you have provided your UTS student number during checkout. If you are an alumni and have forgotten your UTS student number, email support@utsopen.uts.edu.au with your full name, UTS degree and year of commencement.  
  • Add this course to your cart 
  • Click on "View Cart" (blue shopping trolley at top right of screen). You will need to sign in or sign up to UTS Open 
  • Enter your eligible code beneath the "Have a discount code?" prompt and click on the blue "Apply" button 
  • Verify your discount code has been successfully applied before clicking on the blue "Checkout" button. 

Contact us

For any questions on enrolment or payment, please email support@open.uts.edu.au  

If you have a specific question about course content or requirements, please email td.learning@uts.edu.au. 

Related Courses

Advanced Data Science for Innovation Advanced Data Science for Innovation
Microcredential

Advanced Data Science for Innovation

Take the next step in solving complex business problems with innovative solutions using advanced machine learning and data science tools.

  • calendar_month Enquire now
  • hourglass_empty 6 wks
  • import_contacts Avg 14 hrs/wk
  • monetization_on 1,610
  • place Online
  • supervisor_account Scheduled sessions
Applied Data Science for Innovation Applied Data Science for Innovation
Microcredential

Applied Data Science for Innovation

Learn how to solve challenging business problems and drive innovation using machine learning and related data science tools.

  • calendar_month Enquire now
  • hourglass_empty 6 wks
  • import_contacts Avg 14 hrs/wk
  • monetization_on 1,610
  • place Online
  • supervisor_account Scheduled sessions
STEM Teacher Acceleration - Preliminary Engineering Studies STEM Teacher Acceleration - Preliminary Engineering Studies
Microcredential

STEM Teacher Acceleration - Preliminary Engineering Studies

Gain the skills and knowledge you need to teach Preliminary Engineering Studies and accelerate your career.

  • calendar_month 03 Feb 25 - 24 Mar 25
  • hourglass_empty 8 wks
  • import_contacts 50 hours
  • monetization_on 795
  • place Online
  • supervisor_account Scheduled sessions
STEM Teacher Acceleration - HSC Engineering Studies STEM Teacher Acceleration - HSC Engineering Studies
Microcredential

STEM Teacher Acceleration - HSC Engineering Studies

Gain the skills and knowledge required to teach HSC Engineering Studies and accelerate your career.

  • calendar_month 28 Apr 25 - 16 Jun 25
  • hourglass_empty 8 wks
  • import_contacts Avg 5 hrs/wk
  • monetization_on 795
  • place Online
  • supervisor_account Scheduled sessions
Practical Foundations of Organic Chemistry Practical Foundations of Organic Chemistry
Microcredential

Practical Foundations of Organic Chemistry

Gain up-to-date knowledge and practical skills in organic chemistry for the highly regulated pharmaceutical industry.

  • calendar_month Enquire now
  • hourglass_empty 8 wks
  • import_contacts Avg 5 hrs/wk
  • monetization_on 2,000
  • place Online
  • supervisor_account Scheduled sessions
Practical Foundations of Microbiology Practical Foundations of Microbiology
Microcredential

Practical Foundations of Microbiology

Gain up-to-date knowledge and practical skills in microbiology tailored for the highly regulated pharmaceutical industry, with a specific focus on sterile manufacturing processes.

  • calendar_month Enquire now
  • hourglass_empty 8 wks
  • import_contacts Avg 5 hrs/wk
  • monetization_on 2,000
  • place Online
  • supervisor_account Scheduled sessions
Think: Learning Theories and Implications for Learning Design Think: Learning Theories and Implications for Learning Design
Microcredential

Think: Learning Theories and Implications for Learning Design

Enhance your learning design practice with a thought-provoking and hands-on exploration and critique of major learning theories.

  • calendar_month Enquire now
  • hourglass_empty 6 wks
  • import_contacts Avg 12 hrs/wk
  • monetization_on 1,484
  • place Online
  • supervisor_account Scheduled sessions
Practical Foundations of Biology Practical Foundations of Biology
Microcredential

Practical Foundations of Biology

Gain up-to-date knowledge and practical skills in biology for the highly regulated pharmaceutical industry.

  • calendar_month Enquire now
  • hourglass_empty 8 wks
  • import_contacts Avg 5 hrs/wk
  • monetization_on 2,000
  • place Online
  • supervisor_account Scheduled sessions
}

Acknowledgement of Country

UTS acknowledges the Gadigal people of the Eora Nation, the Boorooberongal people of the Dharug Nation, the Bidiagal people and the Gamaygal people, upon whose ancestral lands our university stands. We would also like to pay respect to the Elders both past and present, acknowledging them as the traditional custodians of knowledge for these lands.

  • About
    • About UTS Open
    • The University
    • FAQ
    • Digital badges
  • UTS Degrees
    • Postgraduate study
    • Find a course
  • News
    • Insights
    • Events
    • Find an expert
  • Information
    • Terms and Conditions
    • UTS governance
    • Privacy
    • Accessibility
    • Disclaimer
Connect
  • Contact us
  • Facebook Twitter Instagram Youtube LinkedIn

© Copyright UTS - CRICOS Provider No: 00099F - TEQSA Provider ID: PRV12060 - TEQSA Category: Australian University - ABN: 77 257 686 961 - 09 June 2022 03:33 PM. The page is authorised by the Chief Operating Officer and Vice-President (COO)

loading