Course Content
Data Preprocessing
2. Processing Quantitative Data
3. Processing Categorical Data
4. Time Series Data Processing
6. Moving on to Tasks
Data Preprocessing
Challenge
Task
Now, you know how to work with time-series data, and you are faced with the task of processing it:
- Convert column data type from str
'Month'
to datetime. - Fill
NaN
values using the interpolation method. - Use the moving average method to remove noise from the data.
Everything was clear?
Section 4. Chapter 6
Course Content
Data Preprocessing
2. Processing Quantitative Data
3. Processing Categorical Data
4. Time Series Data Processing
6. Moving on to Tasks
Data Preprocessing
Challenge
Task
Now, you know how to work with time-series data, and you are faced with the task of processing it:
- Convert column data type from str
'Month'
to datetime. - Fill
NaN
values using the interpolation method. - Use the moving average method to remove noise from the data.
Everything was clear?
Section 4. Chapter 6