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SHORT COURSE

Data Analyst Toolkit

Learn about the key tools, platforms and functions that you will need to work in the data science field, in positions such as a data analyst.

About this course

This course is a collaboration between UTS and ITIC.ITIC logo[1].png

This short course will provide you with a foundational understanding of the key areas and tools used by data analysts and data scientists to help start your journey into artificial intelligence (AI) and data. You will navigate through coding and databases, and become prepared to solve different real-world problems with data analytics tools.    

Course structure

The course comprises four modules. Each module is run as a one-day virtual classroom workshop with a small group, focusing on one specific tool in the data analyst toolkit.

Day 1 - Python

  • Data types, function
  • Numpy
  • Pandas
  • Matplotlib.

Day 2 - SQL

  • SQL for data science
  • Basics, Functions
  • Storing and grouping.

Day 3 - Tableau

  • Fundamentals
  • Visual analytics
  • Exploring tableau, problem solving.

Day 4 - Power BI

  • Connect to data with Power BI
  • Data manipulation, visualizations
  • Data analysis expressions (DAX).

Learning outcomes

On successful completion of this course, participants will have an understanding of data and how to utilise it in effective ways through collection and curation, database queries and visualisations.

Participants will specifically be able to:

  • Implement machine learning algorithms in python
  • Design relational databases and use SQL statements in any database management system
  • Provide visualised reports using data analytic tools.

Requirements  

Mandatory

To participate in this online course, you will need a personal computer with adequate internet access, web conferencing capability and an operating system with a web browser compatible with Canvas, Zoom and Microsoft Teams.

Enrolment conditions

COVID-19 response 

Who is this course for?

This course is suitable for:

  • Recent graduates looking to expand their skills
  • Professionals who would like to start their journey in data science
  • Anyone looking for a quick and effective way to upskill into the data science, AI and machine learning fields.

 

$1,950.00

START DATE

13 November

MODE

Online

DURATION

2 wks

Meet the Expert

Ava Assadi

Ava Assadi
Lead AI and Data Science Instructor

Ava is an experienced data analyst, skilled in research, machine learning, data mining, recommender systems and computer vision.  She has extensive experience in teaching subjects such as Python, database, machine learning, deep learning and data visualisation tools.

Ava is currently a PhD candidate, engaging in the research area of computer vision, with the objective of her research being to develop a new algorithm for identifying brain tumours in MRIs.

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Book a session

Sat 13 Nov 2021 -
Sun 21 Nov 2021
Expert: Ava Assadi
  • 13, 14, 20, 21 November 2021 - 9am-5pm
  • Online
  • 4 sessions, 32 hours total
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