Learn to program with Python
Learn to program with Python
You'll learn to work with native and custom functions, manage data with Pandas (Series, DataFrames, Cubes), and transform it with stylish graphics using Matplotlib and Seaborn. You'll also explore arrays with NumPy, apply linear regression and predictive analysis with Scikit-Learn, and dive into Deep Learning by creating artificial neural networks with TensorFlow.
Specific goals | Temary
OBJECTIVES
- Master the basics of Python: Learn to use Python's built-in functions, create custom functions, and work with control structures like if and switch-case
- Analyze and visualize data with Pandas and Seaborn: Learn to manipulate and analyze data with the Pandas module, perform statistical calculations, and create high-quality graphical visualizations with Seaborn
- Apply machine learning techniques: Get introduced to predictive analysis using Scikit-Learn and learn to implement neural networks with TensorFlow
SYLLABUS
- Python Built-in Functions
- Custom Functions with Python
- Decision Structures: if, switch-case
- Pandas Module
- Statistical Calculations with Pandas
- High-Quality Graphs with Seaborn
- Predictive Analysis with Scikit-Learn
- Neural Networks with TensorFlow
PYTHON TRAINING PATH
Level 0 and 1
Programming Logic
Level 2
Introduction to Big Data and Python - Online
Level 3
Learn to Program with Python
Level 4
IT Academy - Data
Editions
Mon 02/09/24 (15:30-19:30h)
Tue 03/09/24 (15:30-19:30h)
Wed 04/09/24 (15:30-19:30h)
Thu 05/09/24 (15:30-19:30h)
Mon 09/09/24 (15:30-19:30h)
Tue 10/09/24 (15:30-19:30h)
Cibernàrium-22@
Carrer Roc Boronat, 117 - 127,
BARCELONA
Wed 06/11/24 (15:30-19:30h)
Fri 08/11/24 (15:30-19:30h)
Mon 11/11/24 (15:30-19:30h)
Wed 13/11/24 (15:30-19:30h)
Fri 15/11/24 (15:30-19:30h)
Mon 18/11/24 (15:30-19:30h)
Cibernàrium-22@
Carrer Roc Boronat, 117 - 127,
BARCELONA
Mon 09/12/24 (15:30-19:30h)
Wed 11/12/24 (15:30-19:30h)
Fri 13/12/24 (15:30-19:30h)
Mon 16/12/24 (15:30-19:30h)
Wed 18/12/24 (15:30-19:30h)
Fri 20/12/24 (15:30-19:30h)
Cibernàrium-22@
Carrer Roc Boronat, 117 - 127,
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.
Course ratings
Lesson taught by
CASTILLO GARROSSET
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