Learn to program with Python
Learn to program with Python
This course will introduce you to the world of data science using Python. In this course you will learn to read data from different sources, work with dataframes from the Pandas module, treat the data and make the necessary calculations, be able to print the results or save the data in a file (.txt, csv or Excel .xlsx) as well as configure the different graphic representations, save the graphics through Matplotlib using the savefig() and imsave() methods.
Specific goals | Temary
OBJECTIVES
- Introduce yourself to the world of data science, improve your analytical skills, and expand your problem-solving abilities
- Learn to perform statistical calculations from data using the Pandas module and graphical representation using the Matplotlib module
- Objective 3
SYLLABUS
- General description of data science
- Introduction to programming in Python
- Install the latest version of Python
- Introduction to the Jupyter Notebooks working environment
- Data visualization with Matplotlib
- Data analysis with Pandas
- Connect to data sources with Pandas
- Working with DataFrames
- Explore the working directory and download the dataset
- Use read_csv to read tabular data
- Use read_excel to read MS Excel data
- Access and summarize data stored in a DataFrame
- Define indexing and its relationship with data structures
- Calculate descriptive statistics
- Create and save charts with Matplotlib
RELATED PREVIOUS TRAINING:
Online course - Introduction to Python
Editions
Fri 31/05/24 (15:00-20:00h)
Fri 07/06/24 (15:00-20:00h)
Fri 14/06/24 (15:00-20:00h)
Fri 21/06/24 (15:00-20:00h)
Cibernàrium-22@
Carrer Roc Boronat, 117 - 127,
BARCELONA
Mon 17/06/24 (15:30-19:30h)
Tue 18/06/24 (15:30-19:30h)
Wed 19/06/24 (15:30-19:30h)
Thu 20/06/24 (15:30-19:30h)
AC_Cibernàrium Nou Barris
Carrer Marie Curie, 8 - 14,
BARCELONA
General information
>> In case the format is virtual via streaming, it will be carried out through the free platform Microsoft Teams. Registered individuals will receive the invitation link and access instructions by email before the session starts.
>> Entry to the classroom will not be allowed after 15 minutes once the activity has started.
>> The language in which each session is conducted is informed in the description of each activity.
>> Any of the training actions of Cibernàrium may be recorded through an image capture system that aims to subsequently disseminate them through a medium or support within the scope of the mission of Barcelona Activa to contribute to economic promotion and employment. In the recording process, images of attendees may eventually be recorded. Registration for Cibernàrium activities implies authorization for Barcelona Activa to use these images for the aforementioned purpose.
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