Data Analytics using python
Data Analytics using Python is an intermediate level course in understanding how to play with data and perform visualizations
and analytics in Python. Participants will learn to write programs in Python which will help in analysis, visualization, statistical calculations, data wrangling and manipulation. Participants who complete learning these skills will finish the course at an intermediate level of Python and will be ready to take up advanced courses in machine learning.
Hyper Island sessions are highly interactive and engaging. We let you try things by yourself, work in small group breakout sessions. There will be lots of opportunities to ask questions and engage with the facilitator. They will share many tools so that you will be able to develop data confidence and use back at work.
At the end of this course, participants should be able to:
- Understand techniques to get data from different sources
- How to analyze and make sense of data from a business perspective
- Learn how to clean data in Python
- Understand the functionalities of the pandas library
- Learn how to create data models required for analysis
- Exploratory Data Analysis using Python
- How to formulate KPIs based on business cases
- Understand how to plot complex visualizations
- Learn how to extract key insights from data
Participants attending this course should have a basic knowledge of programming with Python. Ideally, the participants should have completed the Python for Data Science course
“If you’re looking for a corporate partner in professional training and development, workforce up-skilling and executive education, we offer in-house corporate education for businesses and teams. Book a call if you’d like to discuss your corporate training initiatives or ambitions.”
Selected programmes are accredited under the IBF Standards, and is eligible for funding under the IBF Standards Training Scheme (IBF-STS), subject to all eligibility criteria being met. Candidates are advised to assess the suitability of the programme and its relevance to participants’ business activities or job roles. Find out more on www.ibf.org.sg
Singaporeans can utilise SkillsFuture credit for selected courses. Learn more on how to use your SkillsFuture credit.
At Hyper Island, we believe in "Telling less & Doing more" Hyper Island Learning Experiences are highly interactive and engaging. We let you try things by yourself, work in small group breakout sessions. There will be lots of opportunities to ask questions and engage with the 3 facilitators in the 2 days.
Our Learning experiences help participants learn transferable skills that can be directly applied to their own workplace and career. We will draw on current and emerging international, local & Asian perspectives and case studies; and help participants consider the legal, social and ethical issues involved.