Python for data analysis
Language basics, Pandas and visualisation: handling a real dataset end to end, without being a developer.
| Duration | 3 jours (21 h) |
|---|---|
| Format | On-site |
| Level | Beginner |
| Participants | — |
| Price | Sur devis |
| Certificate | Yes |
Who is this course for ?
Non-developers, analysts and business profiles who want to use their own data without depending on a developer.
What will you be able to do by the end ?
- Write readable Python: variables, data structures, loops, functions.
- Handle a data table with Pandas and compute with NumPy.
- Clean, filter and explore a real dataset.
- Produce readable charts with Matplotlib and Seaborn.
- Automate a first report, from source file to result.
Programme
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Day 1 — Language basics
Variables, data structures, loops and functions. The working environment, notebooks and libraries.
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Day 2 — Handling your data
Pandas and NumPy: reading files, selecting, filtering, aggregating. Cleaning a real dataset and dealing with missing values.
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Day 3 — Visualising and presenting
Matplotlib and Seaborn: choosing the representation that fits the question. Descriptive statistics and a first automated report.
Prerequisites
No programming prerequisite. One laptop per participant.
How is the course run ?
Every notion is applied immediately to a dataset. The final half-day is spent on the data participants bring.
Frequently asked questions
Are courses delivered at our offices?
Yes, and that is the format we recommend: your teams work in their own environment on their own data. Remote and hybrid delivery are possible depending on your constraints.
How many participants per session?
We deliberately cap group sizes to keep time for individual support during exercises. The exact number is set in the quote, according to the course and the level of the group.
Do we work on our own real data?
Yes wherever possible, and this is the main difference from generic training. Exercises use your real datasets, which means participants leave with dashboards and automations they can put straight to use.
Is a certificate issued?
Yes, a named certificate is given to each participant at the end of the course, together with the detailed programme covered.
What happens after the course?
The materials, exercise workbooks and working files stay with you. Follow-up support can be included in the quote, to answer the questions that surface once the learning is put into practice.
How much does a training course cost?
The price depends on four things: the course chosen, its length, the number of participants and the location. An in-house session run on your own data is not priced like a short refresher. We send a quote within 48 hours, free and with no commitment, after a thirty-minute conversation to frame the need and the level of the group.
Updated Nov. 10, 2026