Data Analysis with Python
Students will be exposed to data analysis with Python, one of the most widely used data science programming languages in the world today.
Besides, they will learn how to collect, import, visualize, analyze and interpret the datasets with different libraries.
Duration - 24 lessons
Hours per lesson - 2 hours
Class size - 20 to 34 students
Suggested age - 13 to 16 years old
(No age restriction for Telebort alumni)
Prerequisite - Either one of the criteria below is fulfilled
Completed Telebort Core Program A
Have existing knowledge in programming
What you'll build
Ice Cream Shop
Themes of Data
Open Data Malaysia
Road Accident Data
What you'll learn
Fundamental statistics with Numpy and data analysis with Pandas and Matplotlib.
Data collection, data cleaning and sorting, data visualization and report making (interpretation).
After this, you will be able to
Design questionnaire to collect the data
Data cleaning and data sorting with Pandas
Data visualization with Matplotlib
Data interpretation and report making
Things you need to prepare for class
Stationery (Pencil, Pen, etc)
Water to drink
Laptop (if you do not have the laptop, we will be doing pair programming)
A happy and creative mindset