diff --git a/README.md b/README.md
index 4268ca9..273b3a3 100644
--- a/README.md
+++ b/README.md
@@ -6,23 +6,23 @@ human readable name : `Actes Princiers`
 
 The project name 'Actes Princiers' has been applied to:
 
-- The project title in `datascience/actes-princiers/README.md` 
-- The folder created for your project in `datascience/actes-princiers` 
+- The project title in `datascience/actes-princiers/README.md`
+- The folder created for your project in `datascience/actes-princiers`
 - The project's python package in `datascience/actes-princiers/src/actes_princiers`
 
 A best-practice setup includes initialising git and creating a virtual environment before running 'pip install -r src/requirements.txt'
 
 ## Getting started
 
-- Install the virtual environment : `python3 -m venv .venv`
+- Install a virtual environment : `python -m venv .venv`
 - Enable the virtual environment : `source .venv/bin/activate`
 - install kedro `pip install kedro`
 - Install the packages and libraries `pip install -r src/requirements.txt`
 
 **go to `actes-princiers`'s folder**
 
-Then open a terminal in the `actes-princiers`'s folder 
-and launch jupyter : `kedro jupyter notebook` 
+Then open a terminal in the `actes-princiers`'s folder
+and launch jupyter : `kedro jupyter notebook`
 or start the ipython prompt : `kedro ipython`
 
 ## Launching the pipelines
@@ -35,7 +35,7 @@ or launch a specific node in the pipeline with:
 
 `kedro run --nodes=preprocess_html`
 
-or a search by tags with: 
+or a search by tags with:
 
 `kedro run --tags=xsl`
 
@@ -45,7 +45,7 @@ or a search by tags with:
 
 ## Building the docs
 
-`./build-docs.sh docs` 
+`./build-docs.sh docs`
 
 the html built doc is `here <docs/build/html/>`_
 
@@ -60,30 +60,3 @@ To install them, run: `pip install -r src/requirements.txt`
 You need to reload Kedro variables by calling `%reload_kedro` in your notebook and re-run the code snippet
 
 
-Par rapport aux bonnes pratiques kedro 
-------------------------------------------
-
-Dans `actes-princiers/.gitignore`, 
-- les datas sont mises dans le dépôt git
-- le datacatalog en local est placé dans le dépôt git
-
-::
-
-    # ignore all local configuration
-    # conf/local/**
-    # ignore everything in the following folders
-    # data/**
-
-## make a package for deployment 
-
-[package based deployment](https://docs.kedro.org/en/stable/deployment/single_machine.html#package-based)
-
-If you prefer not to use containerisation, you can instead package your Kedro project using kedro package.
-
-Run the following in your project’s root directory:
-
-kedro package
-
-Kedro builds the package into the dist/ folder of your project, and creates a .whl file, which is a Python packaging format for binary distribution.
-
-