Data science Courses in Newcastle
A data science course typically provides a comprehensive overview of the skills and knowledge necessary to analyze and interpret complex data. At the start, you'll learn about the field of data science itself, including its applications and the overall data science process, which involves data collection, cleaning, analysis, visualization, and interpretation.
Statistics and probability form a foundational part of the curriculum. You'll dive into descriptive and inferential statistics, exploring concepts like hypothesis testing and regression analysis. Programming is also crucial, with languages such as Python and R being central to data analysis. You’ll become familiar with libraries like Pandas, NumPy, Matplotlib, and Scikit-learn, which are essential for data manipulation and analysis.
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