SubTitle
Skills taught
- Python libraries, including pandas, NumPy, Matplotlib
- Experience of working with real-world datasets, including data from the Titanic and from Twitter’s streaming API
- Data manipulation and exploratory data analysis skills
- SQL skills to query data from databases and join tables
Modules
- Introduction to Data Science Python
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Intermediate Python
- Data Manipulation with pandas
- Merging DataFranme with pandas
- Introduction to Data Visualization with Matplotlib
- Introduction to Data Visualization with Seaborn
- Introduction to Importing Data in Python
- Intermediate Importing Data in Python
- Data Cleaning in Python
- Exploratory Data Analysis in Python
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Analysing Policy Activity with pandas
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Introduction to SQL
- Streamlined Data Ingestion with pandas
- Introduction to Relational Databases in SQL
- Joining Data in SQL
- Introduction to Databases in Python
