Data AnalysisIntermediate
Python Data Analysis with pandas
A focused, intensive course on pandas. Learn advanced indexing, data reshaping, time series analysis, working with large datasets efficiently, and integrating pandas with NumPy and matplotlib.
Tools & Technologies
PythonpandasNumPyJupyter
Course Curriculum
1
Advanced Indexing
- MultiIndex DataFrames
- loc vs iloc
- Boolean indexing
2
Data Transformation
- apply & map
- merge, join, concat
- Pivot & melt
3
Time Series
- DatetimeIndex
- Resampling
- Rolling windows
- Date arithmetic
4
Performance
- Efficient data loading
- Chunking large files
- Vectorisation
What's Included
Live instructor-led online session
Small cohort (max 12 delegates)
Course materials & code samples
CPD accredited certificate
Post-session recording (30 days)
Q&A with your instructor
£495+ VATEnrol Now Book for a team
per person, excluding local tax.
7 hours (1 day)
Next: Thu, 26 Mar 2026
7 seats remaining
Intermediate level
5/12 seats filled
CPD accredited · Full refund 14 days before