Top 5 Data Analytics Courses in Australia With Practical Training

Australia is a popular study abroad location for Indian and international students, in addition to being a terrific vacation destination. Australia provides excellent education and teaching, as well as a good standard of living. Data Analysts are in high demand across the world, including in Australia. With the explosion of big data across businesses, data analysts are now the most in-demand specialists globally. You will have the option of staying in the country or working overseas if you pursue Data Analytics Courses in Australia. 

If you want to pursue a career in data analytics in Australia, this article is a great place to start. Here we have provided a list of top data analytics courses in Australia, and hence you may learn more about the role, study in the field, salary structures, resources, and employment prospects. This comparison will assist you in selecting the best out of the top data analysis courses in Australia.

Before we go into our list of data analytics courses in Australia, let’s first define data analytics.

What is Data Analytics?

Data analytics is concerned with utilizing data to derive relevant information. Data Analytics is largely concerned with gathering and organizing Big Data to derive important insights, hence boosting the overall efficiency of business processes. Given the importance of Data Analytics, Data Analysts use a variety of tools and frameworks to provide profitable insights. Organizations can use Data Analysis to take efforts to respond swiftly to new market trends, resulting in increased income.

Data Analytics used in numerous sectors can improve productivity and process. Data Analytics has a wide range of applications that can help firms stand out in a competitive market and get an advantage. The financial sector was one of the first to use data analytics in banking and finance. Furthermore, it aids in forecasting market trends and risk assessment.

Stages in the Process of Data Analytics

Data analytics entails more than just data processing. Most of the required labour is done upfront while preparing datasets. The following steps are involved in the Data Analysis process:

Data Collection

Data collection serves as the foundation for all subsequent processes; thus, it must rigorously comply with corporate objectives. Even though there is a massive amount of data available today, only relevant data can provide the proper insights to meet business objectives. In today’s circumstances, data is not only organized but also unstructured, such as text, photos, and videos, which are afterward partitioned for further processing. 

Data Processing

Data collected is typically unstructured and inherited with few missing values, making analysis challenging. Data processing preserves data quality by cleaning and changing it into the necessary forms. This procedure employs imputation techniques to deal with null values and outliers, as well as a variety of transformation strategies to distribute data equally.

Data Analysis

To comprehend data and reach conclusions, data analysts employ a variety of applications and tools. To evaluate associations, Data Analysis necessitates the creation of statistical data models such as Correlation and Regression Analysis. This procedure may include the use of Data Visualization tools to detect linear, continuous qualities that are inhibited within features.

Data Interpretation

The process of reviewing data using predetermined methods to get an informed conclusion is known as data interpretation. Data Interpretation assists Data Analysts in making numerical data meaningful to their audiences by developing interactive Dashboards and Reports. This procedure unearths facts and trends to obtain useful information.

So, this was about the various types of data analytics, and in general, a data analyst performs these functions. This knowledge is critical to learn before enrolling in data analytics courses in Australia.

Now Let’s See Our List of Institutes Offering Data Analytics Courses in Australia

The first institute offering data analysis courses in Australia is the Melbourne Institute of Technology.

1. Melbourne Institute of Technology

MIT offers undergraduate and postgraduate coursework programs in Business, Accounting, Information Technology, Computer Networking, and Engineering to both domestic and international students. Furthermore, the institute’s English Language Centre provides NEAS-approved English language programs. MIT has two campuses in the center of two of the world’s most liveable cities, Melbourne, and Sydney. Both campuses are conveniently positioned in the center of the CBDs and are easily accessible by public transportation.

MIT believes that everyone has the right to higher education. When people decide to pursue further education, they are genuinely hoping to improve their condition. MIT is delighted to offer students the opportunity to learn and improve their job prospects and future professional advancement. Students have access to a challenging academic curriculum that is provided one-on-one by trained academic and professional experts. Furthermore, a comprehensive range of individualized support services improves student engagement and allows students to attain their full potential.

When you study Data Analytics at MIT, you will learn how to integrate statistics and data with technology. You’ll also learn strategic thinking, project management, and issue solving. Their industry-based final year projects provide fascinating chances for you to apply your knowledge to address real-world problems for industry leaders.

Course Features

• Graduates with the strategic and technical abilities required for the role, will be able to find satisfying jobs in this expanding area
• Discover how to think creatively and develop new, data-driven solutions to real-world challenges
• Improve your knowledge of AI and machine learning
• To adapt learning to each student, the institute employs an academic support program called InSPIRE
• Their curriculum is built on real-world problem-solving
• With flipped classrooms, you’ll arrive in class prepared and ready to build on your knowledge
• Students solidify their learning in the final year with a capstone project. These units are created by MIT’s School of Information Technology and Engineering to provide you with real-world experience working with an industrial client
• The Australian Computer Society has officially certified the Master of Data Analytics course for the academic year 2021-2022

Learning Outcomes

• Possess a body of knowledge drawn from subjects such as Statistics, Applied Mathematics, Computer Ethics, Data Security and Privacy, Information Management, and Machine Learning that is necessary for understanding and using contemporary and new Data Analytics principles and approaches
• Be able to study and compare significant data analytics technologies, as well as evaluate their usefulness for issue solving and data protection in a variety of application settings
• Demonstrate considerable research, analysis, and assessment skills in the Data Analytics field, as well as the ability to apply critical thinking and problem-solving skills to challenging real-world issues
• Be able to work independently and professionally in data analytics project teams with a high level of autonomy and accountability
• In a professional setting, be able to work and communicate effectively with various stakeholders of Data Analytics projects

Contact Details

Phone: +61 03 8600 6700

Email: [email protected]

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The second institute offering data analysis courses in Australia is The University of Melbourne.

2. The University of Melbourne

The University of Melbourne is a world-class teaching and learning institution with an amazing and varied graduate community. Their staff and graduates form a global network of leaders, influencers, and innovators. The Professional Certificate in Applied Data Analytics is a program developed to fulfil the increased demand for data analysis in a variety of industries. This course will help you gain a better grasp of analytics technology, including its strengths, limitations, and pitfalls, as well as how to analyze large amounts of data to make better organizational decisions and forecasts.

This 100% online interdisciplinary course includes streams suited for established professionals in a variety of professions, including education, psychology, health, and urban planning.  You will obtain the capacity to apply analytic solutions to real-world operational and strategic concerns by specializing in the use of analytics within your profession.

Course Features

• This course has been designed to help you turn abstract business concerns into viable analytical solutions
• 6 months online part-time course
• As a student, you will gain an evidence-based and practice-based understanding of applied data analytics that is applicable across disciplines. 
• You will learn how to derive critical insights from data analytics and quantify their impact, how to use data to make informed business decisions and achieve a competitive advantage, and how to successfully convey analytical findings to clients, colleagues, executives, and key decision-makers

Whom is This Course Intended for?

Individuals who wish to improve processes, systems, and outcomes in their workplace through data analysis, as well as expand and extend their career trajectories by becoming experts in analytics techniques, should pursue the Professional Certificate in Applied Data Analytics.

Contact Details

Phone: 13 MELB (13 6352)

International: +61 3 9035 5511

The third institute offering data analysis courses in Australia is General Assembly.

3. General Assembly

Since 2011, General Assembly has revolutionized tens of thousands of jobs by providing innovative, hands-on training in today’s most in-demand skills. When you study web development, data, design, business, and other topics with General Assembly, you will receive:

• On-campus and online, award-winning curriculum and professional instructors
• A global professional network of over 40,000 full- and part-time alumni
• Leading-edge courses that will lead to a successful career, with mentorship at every step of the process

The instructional staff at General Assembly is comprised of the top executives from today’s most successful businesses. Course teachers and designers come from major companies such as Google, Amazon, Airbnb, and IBM, and they share real-world knowledge and insight in the classroom daily. Team members go through thorough training to ensure their efficacy in developing new talent.

General Assembly offers a Data Analytics Course, which is designed for students with a wide range of professional backgrounds and experience levels, including beginners, and offers a deep dive into the data analytics process, including data collection, cleaning, analysis, and visualization. You will learn how to use Excel, SQL, and Tableau to turn raw data into a key decision-making tool.

Course Features

• You can join a 10-week evening batch or a 1-week in-depth course. Two options are available – online and classroom-based.
• Through their global alumni network, you can meet practitioners and peers who can help you achieve a successful career 
• This course is designed for students with a wide range of professional backgrounds and experience levels, including beginners, and offers a deep dive into the data analytics process, including data collection, cleaning, analysis, and visualization. 
• Learn how to use Excel, SQL, and Tableau to turn raw data into a key decision-making tool

Contact Details

Phone: +612 8318 2912

Email: [email protected].

Also, check the Other Courses:

• Financial Modeling Courses in Australia

The fourth institute offering data analysis courses in Australia is Carnegie Mellon University.

4. Carnegie Mellon University

Carnegie Mellon University is a private, global research university that ranks among the most prestigious educational institutions in the world. Carnegie Mellon University, founded in 1900 in Pittsburgh, Pennsylvania, has been a birthplace of innovation and a global pioneer in bringing ground-breaking ideas to market and developing successful start-up enterprises.

Carnegie Mellon University inaugurated its Adelaide campus in 2006, at the invitation of the South Australian government, becoming the first international university to do so. Carnegie Mellon University in Australia serves as the Asia-Pacific hub for a global CMU network that includes campuses in Silicon Valley, Washington, DC, Rwanda, and Qatar.

Carnegie Mellon’s Australian campus is in Adelaide, the world’s third most liveable city (The Economist Intelligence Unit) and Australia’s most affordable mainland capital city, and is home to students from over 20 countries, creating a global network of contemporaries, global experts, and alumni.

Carnegie Mellon University offers a Business Intelligence and Data Analytics (BIDA) program that is designed to produce a select group of graduates who are cross-trained in business process analysis, and technology management, and technically proficient in all aspects of data science, such as predictive modeling, analytical reporting, GIS mapping, segmentation analysis, and data visualization. Students will learn how to use cutting-edge information and analytics technologies in conjunction with best practices and applied business strategies.

The Institute for Operations Research and the Management Sciences recently awarded Carnegie Mellon University’s H. John Heinz III College the prestigious UPS George D. Smith Prize. Their full-time MISM degree was also named by Information Week as one of the finest programs for developing leaders to fill the global “big data talent gap.”

Contact Details

Phone: +61 8 8110 9900

The fifth institute offering data analysis courses in Australia is The University of Sydney.

5. The University of Sydney

The Centre for Continuing Education (CCE) represents the University’s commitment to being a dynamic source of lifelong learning by providing short professional development courses and contributing to Alumni, industry, and community engagement.

The University of Sydney offers data analytics courses that will educate you on how to use data to accomplish crucial business choices such as reporting and analysis. When you enroll in one of their data analyst courses, you will gain the theoretical knowledge as well as the practical skills needed to understand and interpret data to extract business insights, forecast future trends, and make decisions that will give your organization a competitive advantage.

Anyone can enroll in their data analytics short courses. 

Below is the List of Various Data Analysis Short Courses by the University of Sydney:

• Statistics Course for Non-Statisticians
• Business Analytics Course
• R Programming Course: Intermediate
• Python Programming Course: Level 1B
• Power BI Course: Level 2A
• GIS Course: Introduction
• Statistics Using SPSS Course
• Python Programming Course: Level 1A
• R Programming Course: Advanced
• Power BI Course: Level 1
• TIBCO Spotfire® Course
• SPSS Course: Introduction
• Tableau Course: Level 1A
• Data Visualisation and Storytelling Course
• R Programming Course: Introduction
• Power BI Business Analytics Course
• Power BI Course: Level 2B
• Tableau Course: Level 1B

So, this was the list of the top 5 institutes offering data analytics courses in Australia. Now let us see some of the most asked questions regarding the data analytics courses in Australia.

Frequently Asked Questions

Q1. Which are the skills that are required to become a data analyst?

Before choosing any course from the list of top data analytics courses in Australia, you should be aware of the skills required to become a data analyst. The skills required to become a data analyst can be categorized into 2 parts – Technical Skills & Soft Skills.

Technical Skills

Data Analysts rely on software and applications to create and execute analytical processes. It necessitates a working knowledge of statistics, general-purpose programming, and business intelligence tools. The following are some popular market tools:

SQL Console

SQL (Structured Query Language) is a standard Programming Language used to manage/query data stored in Relational Databases. It is especially useful in dealing with Structured data as a Database tool for Data Analysts. This tool assists in the storage, collection, and organization of data for the Data Analysis process.

Programming Languages

Python is the most widely used programming language for data crawling, cleaning, modeling, and building Machine Learning algorithms based on business scenarios. Python is a respected and popular language across industries due to its large number of Modules, Packages, and Libraries. However, the R programming language is widely used for statistical computing and data visualization.

Business Intelligence Tools

Data Visualization Platforms provide a solid foundation for data analysis. Tableau and PowerBI are the most popular data visualization solutions because they link to several databases and provide enhanced security. These tools have a drag-and-drop interface for creating captivating Reports and interactive Dashboards that update in real-time.

Now let us move to some of the soft skills required that you can learn and develop from any of the data analytics courses in Australia.

Soft Skills

Communication Skills

A Data Analyst sifting through raw data for insights will provide no value if they are unable to interact with decision-makers. Communication can take place through a variety of channels, including written, spoken, and visual software. Data analysts must report their findings to a team or stakeholders, therefore public speaking and presenting abilities are essential.

Critical Thinking

The data analysis process can be human or automated, but it is not always in perfect working order. Data Analysts use critical thinking to debug code, troubleshoot Machine Learning Algorithms, and efficiently capture data for Data Analysis. When a team works while directing a large project, this competence is result-oriented.

So, these are the basic skills required to be a data analyst. The knowledge of this is important before you enrol in a course amongst the data analytics courses in Australia.

Q2. What are the applications of data analytics?

Once you study a data analytics course from the list of data analytics courses in Australia, you might think about the application for it. With the advent of digitization, every industry area has become data-driven. Let’s see a few applications of data analytics – 

Marketing and sales

Data analysis assists firms in understanding clients from the first point of contact to the purchase by evaluating behavior and preferences. Furthermore, data analysis has an impact on marketing initiatives by supplying key metrics to stakeholders for them to develop Digital Marketing Strategies.

Healthcare 

Data Analysis is making significant strides in the discovery of disease cures and drug side effects. With features that prescribe medications, chatbots that examine health, and personalized health suggestions, the Healthcare Industry is thriving.

Q3. Are data analytics, data science, and business analytics the same?

Before enrolling for a data analytics course from our list of top 5 data analytics courses in Australia, it is important to know the difference between data analytics, data science, and business analytics, which are often confused. 

Data Science vs. Data Analytics

Data Analytics and Data Science are both related terms. Data Analytics is a subset of Data Science that is used to comprehend an organization’s data, whereas Data Science studies and solves problems using the results of Data Analytics.

Business Analytics vs. Data Analytics

Business Analytics is a subset of Data Analytics that employs Data Analytics techniques such as Data Mining, Statistical Analysis, and Modeling to help businesses make better data-driven decisions.

Conclusion

That brings us to the end of our comprehensive introduction to the area of data analytics with a list of the top data analytics courses in Australia. We’ve covered everything from an introduction to various stages of data analytics to some of the most important skills you’ll need to develop if you want to work as a data analyst. This article contains all the essential information about data analytics courses in Australia.

Out of the data analytics courses in Australia listed in our article, select a course that provides all the information about the data analytics field including practical aspects.