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Porto, Portugal

Data science bootcamp

The data science bootcamp is an immersive program designed for participants with an introductory background in Python programming.

This course provides a comprehensive introduction to data science, with an emphasis on practical applications and hands-on experience.

You will explore Python classes, data manipulation, visualization, database access, machine learning, and advanced topics such as LangChain for language model applications, ML pipelines, backend development with FastAPI, and interactive interfaces with Gradio.

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Outline

Month 1: Python and Object-Oriented Programming

Month 2: Data Manipulation and Visualization

Month 3: Backend Development and Interactive Interfaces

Month 4: Machine Learning Fundamentals

Month 5: Advanced Data Science Techniques