This three day course is aimed at those wishing to learn how to use Python to work with and handle Data. When combined with our Introduction to Data Science course you would be set up well to follow a Python learning journey into Data Science, Machine Learning, and Artificial Intelligence.
During the programme you will be introduced to Python and specific development environments and packages for working with Data, with a focus on NumPy, Pandas, Matplotlib, and Seaborn.
Along the way you will see how to clean and manipulate tabular data, apply simple statistical techniques and data visualisations, and learn about how to control the flow of your program in order to automate processes.
Throughout the course you will engage with activities and discussions with one of our Data Science technical specialists and complete technical lab activities to practice the techniques you have learnt and develop ideas for further practice.
No prior experience with Python is necessary, though it is assumed that you will be familiar with core data concepts such as simple table structures and data types – all the pre-requisites you need are covered by our Data Fundamentals course.
1. Introduction to Programming for Data Handling
2. Introduction to Python and IDEs
3. Data Structures, Flow Control, Functions, and Basic Types
4. Mathematical and Statistical Programming with NumPy
5. Introduction to Pandas
6. Data Cleaning with Pandas
7. Data Manipulation with Pandas
8. Methods for Visualising Data
Join our public courses in our Istanbul, London and Ankara facilities. Private class trainings will be organized at the location of your preference, according to your schedule.