Data Lessons
NPA Data Science Lessons Overview (zip)
Excel Lessons
- Qualitative and Quantitative Data (zip)
- Scales of Measurement (zip)
- The Structure and Format of Data (zip)
- Data Types and Storage (zip)
- Manipulating Columns in a Dataset in Excel (zip)
- Manipulating Rows in a Dataset in Excel (zip)
- Creating New Variables by Calculation in Excel (zip)
- Creating New Variables by Extracting and Combining in Excel (zip)
- Summarising Data in Excel (zip)
- Reshaping Datasets (zip)
- Practise Reshaping Datasets in Excel (zip)
- Understanding Datasets in Excel (zip)
- Practise Understanding Datasets in Excel (zip)
- The Analysis Process (zip)
- Data Cleansing in Excel (zip)
- Practise Data Cleansing in Excel (zip)
- Advanced Data Cleansing in Excel (zip)
- Creating Graphs in Excel (zip)
- Practise Creating Graphs in Excel Part 1 (zip)
- Practise Creating Graphs in Excel Part 2 (zip)
- Keeping Personal Data Secure (zip)
- Keeping Organisational Data Secure (zip)
- Data Misuse (zip)
- Ethical Use of Data (zip)
- Causes and Impacts of Bias (zip)
- Importance of Data Quality (zip)
- Caring for Data (zip)
- Data Management (zip)
- Combining Datasets (zip)
- Practise Combining Datasets in Excel (zip)
- Advanced Practise Combining Datasets in Excel (zip)
Python Lessons
- Qualitative and Quantitative Data (zip)
- Scales of Measurement (zip)
- The Structure and Format of Data (zip)
- Data Types and Storage (zip)
- Introduction to Jupyter Notebooks (zip)
- Introduction to Python for Data Science Part 1 (zip)
- Introduction to Python for Data Science Part 2 (zip)
- Manipulating Columns in a Dataset in Python (zip)
- Manipulating Rows in a Dataset in Python (zip)
- Creating New Variables By Calculation in Python Part 1 (zip)
- Creating New Variables By Calculation in Python Part 2 (zip)
- Creating New Variables By Extracting and Combining in Python (zip)
- Summarising Datasets in Python Part 1 (zip)
- Summarising Datasets in Python Part 2 (zip)
- Reshaping Datasets (zip)
- Practise Reshaping Datasets in Python (zip)
- Understanding Datasets in Python Part 1 (zip)
- Understanding Datasets in Python Part 2 (zip)
- Practise Understanding Datasets in Python (zip)
- The Analysis Process (zip)
- Data Cleansing in Python Part 1 (zip)
- Data Cleansing in Python Part 2 (zip)
- Advanced Data Cleansing in Python Part 1 (zip)
- Advanced Data Cleansing in Python Part 2 (zip)
- Practise Data Cleansing in Python (zip)
- Creating Bar Charts in Python (zip)
- Creating Other Graphs in Python (zip)
- Practise Creating Bar Charts in Python (zip)
- Keeping Personal Data Secure (zip)
- Keeping Organisational Data Secure (zip)
- Data Misuse (zip)
- Ethical Use of Data (zip)
- Causes and Impacts of Bias (zip)
- Importance of Data Quality (zip)
- Caring for Data (zip)
- Data Management (zip)
- Combining Datasets (zip)
- Practise Combining Datasets in Python (zip)