Introduction to Python for Data Analytics
Course Outline
Gain the skills you need to analyse and visualise data with Python. In this Python training, you learn the fundamentals of Python programming with a focus on data analytics, and work with popular statistical computing libraries — like numPy, Pandas, sciPy, and Scikit-learn — that allow you to begin analysing data to answer key business questions.
Introduction to Python for Data Analytics Benefits
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In this course, you will learn how to:
- Use Python for statistical data analysis.
- Generate summary statistics with pandas.
- Clean, transform, and reshape data.
- Glean insights from the data through visualisation.
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Prerequisites
None.
Python for Data Analytics Training Outline
Instructor-Led Training Modules
- Working with data stored in pandas data frame objects
- Generating summary statistics with pandas
- Mining text with Natural Language Processing (NLP) and Large Language Models (LLMs)
- Plotting and visualising data using MatPlotLib
- Making use of scikit-Learn to mine and analyse a data set
- choosing a selection results in a full page refresh