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Christmas Sale: Save up to €500 on select courses. Ends soon!
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Browse our upcoming live online classes. Download your brochure to learn more.
Secure your place by paying in full or availing of our payment plan. For Part-time, on demand and on campus courses, pay in three equal interest-free instalments. For full-time Bootcamps enrol with a 50% deposit and the rest at the course start date. T&C's apply.
Why UCD Professional Academy?
- Valuable, trusted certification
- Industry expert lecturers
- Flexible learning options
Data Analytics with Visualisation Course Modules
This interactive, hands-on certificate course will introduce you to the foundational techniques and concepts needed to work with large datasets in Python programming language, with a focus on visualising data and generating valuable insights. The course covers the CRISP-DM phases of data understanding and data preparation, which are essential steps in the data analysis process. Using DataCamp’s world-class learning platform, you will learn to use some popular Python libraries, which are widely used in the industry and can help you work with data more efficiently and effectively. You will become a confident and proficient user of Python in a data manipulation and visualisation context, with universal skills that can be immediately applied across any department within your organisation.
1. Introduction to Data Analytics
Learn about the CRoss Industry Standard Process for Data Mining, or CRISP-DM – a process model that is the basis of data science. Look at data scientist roles and the environments used in industry.
- CRISP-DM
- Python libraries
- Business problems and data requirements
- Data collection and data understanding
- Introduction to IDEs
2. Data Importing & Cleaning
Learn about extracting and cleaning existing data from databases, the internet, and other sources. Find out what to do when there is missing or inconsistent data.
- CSV file import
- Relational databases (SQL)
- Application Programming Interfaces (APIs)
- Web scraping
3. DataFrames & Data Manipulation
Understand how to quickly manipulate and transform large data tables using Python libraries such as pandas.
- Creating DataFrames
- Data cleaning
- Aggregation
- Grouping, filtering, and sorting
4. Joining Data & Data Preparation
Learn how to combine multiple sources of data in meaningful ways. Explore feature engineering and data preparation techniques.
- Joining
- Merging
- Concatenation
- Relationships between tables
5. Data Visualisation With Python
Discover why data visualisation is so important, and how Python libraries can help with creating visual representations of your data.
- Data types in datasets
- Variables to control in charts
- Plot types
- Visualisation libraries: matplotlib and seaborn
6. Statistical Data Exploration
Explore statistical analysis and summary statistics techniques, looking at how to identify patterns and trends in data.
- Descriptive statistics
- Exploratory data analysis
- Univariate and bivariate analysis
7. Introduction To Modelling: Machine Learning Basics
Gain an understanding of machine learning concepts such as linear regression and classification. Explore different types of machine learning algorithms (supervised, unsupervised, and reinforced learning).
- Modelling
- Regression vs classification
- Training and testing data
- Evaluation metrics
8. Preparing The Final Project
As part of conducting your own data project, you will apply the CRISP-DM methodology to a real-world dataset, implementing data analytics techniques learned throughout the course.
- Choosing datasets
- Setting data analysis goals
- Presenting results and insights
- Effective data visualisations
- Delivering a compelling presentation
€49,000 / Annual
Data Analyst Salary in Ireland
The average Data Analyst salary in Ireland is €49,000 per year. Entry level positions start at €35,000 per year while more experienced developers make up to €56,000 per year.
Salary data source: indeed.com, 11th January 2023
Average
€49,000
Salary data source: indeed.com, 11th January 2023
Access to thousands of journals, articles and papers. Free of charge.
Students taking part in this course will now have access to the EBSCO Online Library, free of charge, for the full duration of the course. Here you can browse thousands of relevant journals, articles and other reliable academic and commercial texts like the Harvard Business Review, Bloomberg Businessweek and Forbes Magazine, to supplement your learning and assignments.
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Relevant skills for your team, results for you.
Whether you’re interested in making your training budget work harder with volume discounts across our standard portfolio, or have bespoke training needs to be addressed, we’ll help you level up. Our team of upskilling experts are ready to take the pain out of meeting your training targets.
Talk to our expertsFrequently Asked Questions
Is this course right for me?
This course would suit any professional who needs to manipulate and visualise large amounts of data as part of their role – regardless of industry, sector, or department. It is also ideal for someone carving out a career in data science or data analysis. It is important to note that Python programming language is not taught during the course, so you should have previously taken a course such as our Professional Academy Certificate in Python Programming, or similar, or have solid practical experience using Python. There is a large self-guided portion to this course – you will be expected to attend eight hours of live online lectures and complete 32 hours of online learning on the DataCamp platform (see below), plus time for exercises and assignments.
How will this course help with my career?
It’s predicted that there will be 181 zettabytes of data created worldwide by 2025. For many organisations, extracting data insights that can support and improve decision making is a big challenge. Demand for all types of analytics specialists continues to increase as more companies recognise the value of data for business growth. The skills learned on this course will benefit professionals across many different fields, including human resources, finance, sales, manufacturing, healthcare, marketing, and education. Data analysis itself is a career path that offers excellent progression and salary expectations.
What is the online learning experience like?
Outside of the online tutorial sessions, you will need to complete some self-study work using the DataCamp platform. This platform, where you will transform your data skills, is trusted by over six million learners globally. All your learning happens in-browser, so there’s no need to install heavy or costly software programmes.
Your learning is supported by weekly live expert mentor sessions, delivered using Zoom. During these classes, your teachers will use technology interactively to ensure an engaging learning experience. When appropriate, students will be encouraged to activate their microphones so that they can ask questions and communicate with other students.
What is the student experience like?
Student care is a high priority at UCD Professional Academy, which is why our Student Services team is on hand to support you throughout your time with us. They will respond to any queries you have, help you with any technical issues, and facilitate your learning experience at every point. All students are given access to our Student Portal, where you can see your timetable, access all your study materials, and manage your account.
How is this course assessed?
Your progress through the course will be marked by milestones that are reviewed and evaluated by the instructor, who will provide you with feedback. Your formal, summative assessment is through a final project showcasing your newly acquired skills in importing, cleaning, analysing, and visualising a dataset. You can use any dataset that is relevant to your work or a personal interest, as long as it does not contain personal information. Evaluation is based on the quality of data manipulation and visualisation, as well as your ability to apply the concepts covered in the course to real-world scenarios.
What are the benefits of a Professional Academy Diploma?
UCD Professional Academy Diplomas and Certificates are designed to give your career an advantage. Developed in conjunction with industry thought leaders our courses teach practical, applied skills to support you to achieve your career and business goals. Professional Academy Diplomas are suitable for career minded learners wishing to advance their professional skills and prospects rather than their academic credentials.
The Professional Academy is an independent wholly owned part of UCD designed to address the need for skills development in the workforce. Courses tend to be short, designed and delivered by industry practitioners, and are not part of nor do they lead to a traditional University award such as a degree or a masters. They are widely accepted by employers and many students are sponsored to study by their organisation.
For full details of UCD Professional Academy’s Certification & Governance please visit https://www.ucd.ie/professionalacademy/governance/
How do I get my Professional Academy Diploma?
Your UCD Professional Academy Diploma will be issued electronically on a secure platform, with a link that you can share with employers and others wishing to verify your credentials. You can also add this certification to your LinkedIn profile.
This Professional Academy Diploma is not on the National Framework of Qualifications as a credit-bearing course. This is not unusual for professional courses of this nature, where the need is for fresh and actionable skills immediately applicable in the workplace.
What payment options are available?
You can secure your spot on most of our Live Online, On-Campus, or On-Demand courses with a low 30% deposit. The remaining balance can be paid in two equal instalments (30 and 60 days later).
For full-time Bootcamp courses, you can secure your spot with a 50% deposit, with the remaining balance due prior to the start of your course.
Please note that standard terms and conditions apply, which you can review here: https://www.ucd.ie/professionalacademy/terms-and-conditions/