Course Description
This course is designed to provide a comprehensive understanding of using Python in the context of data science. Participants will learn the basics of Python programming, data analysis, data visualization, and machine learning. The course will cover popular Python libraries such as NumPy, Pandas, Matplotlib, and Scikit-Learn to analyze and visualize data and build predictive models.
Duration
3 Days
Course Objectives
- Understand the fundamentals of Python programming.
- Learn basic and advanced techniques in data analysis using Python.
- Master data visualization techniques to effectively communicate information.
- Understand the basic concepts and applications of machine learning using Python.
- Implement an end-to-end data science pipeline.
Course Audience
- Beginners who want to start a career in data science.
- Professionals looking to enhance their data science skills with Python.
- Data analysts wanting to deepen their understanding of data analysis and visualization.
- Software developers aiming to expand their skills into the data science domain.