Porto, PortugalData 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.
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