Data Science Workshop
Data science is an inter-disciplinary field that uses scientific methods, processes, algorithms and systems to extract knowledge and insights from many structural and unstructured data. Data science is related to data mining, deep learning and big data . You'll build and iterate on your code like a software developer, learning along the way. This process means that you'll find that your new skills stick, embedded as best practice. A solid foundation for the years ahead.
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Python with Data Science
Numerical Analysis, Data Exploration, and Data Visualization with NumPy Arrays, Matplotlib, and Seaborn | The NumPy array |
N-dimensional array operations and manipulations | Data Visualization |
2D plotting with Matplotlib | Advanced data visualization with Seaborn |
Data manipulation with Pandas | Statistical analysis with Pandas |
Time series analysis with Pandas | Scipy |