Level 5 Data Science Lessons

Outcome 1 – Describe data science

Outcome 2 – Describe methods of data analysis

• The Structure and Format of Data
• Data Types and Storage
• Data Cleansing

Outcome 3 – Analyse a dataset to identify patterns and trends

• • Manipulating Rows in a Dataset
  • Summarising datasets
  • Manipulating Columns in a Dataset
  • Causes and Impacts of Bias
  • Creating new variables by Extracting and Combining
  • Understanding Datasets
  • Practice Understanding Datasets
  • The Analysis Process
  • Data Cleansing
  • Creating Graphs
  • Practice Creating Graphs
  • Creating New Variables by Calculation
  • Reshaping Datasets
  • Practice Reshaping Datasets
  • Advanced Data Cleansing
  • Practice Data Cleansing