diff --git a/README.md b/README.md
index 782f419..3ea2fca 100644
--- a/README.md
+++ b/README.md
@@ -10,29 +10,18 @@ This library is composed of 2 Jupyter notebooks:
* Linear Programming discovery
* Beyond Linear Programming
-You just need to import them in a Jupyter Notebook environment.
+These notebooks are part of **[Prescriptive Analytics for Python](http://ibmdecisionoptimization.github.io/docplex-doc/)**
-To be able to run those notebooks successfully, you will need to have any of the following options:
-- be in IBM DataScience Experience Desktop or Local editions.
-- be in IBM DataScience Experience Cloud edition with a subscription to IBM Decision Optimization on Cloud service (30 days free offer available)
-- be on your machine with an installation CPLEX Optimization Studio
-- be on your machine with a subscription to IBM Decision Optimization on Cloud service (30 days free offer available)
+They require either an [installation of CPLEX Optimizers](http://ibmdecisionoptimization.github.io/docplex-doc/getting_started.html) or they can be run on [IBM Cloud Pak for Data as a Service](https://www.ibm.com/products/cloud-pak-for-data/as-a-service/) (Sign up for a [free IBM Cloud account](https://dataplatform.cloud.ibm.com/registration/stepone?context=wdp&apps=all>)
+and you can start using `IBM Cloud Pak for Data as a Service` right away).
-## Get your IBM® Decision Optimization on Cloud API key
+CPLEX is available on IBM Cloud Pack for Data and IBM Cloud Pak for Data as a Service:
+- IBM Cloud Pak for Data as a Service: Depends on the runtime used:
+ - Python 3.x runtime: Community edition
+ - Python 3.x + DO runtime: full edition
+- Cloud Pack for Data: Community edition is installed by default. Please install the `DO` addon in `Watson Studio Premium` for the full edition
-Optionally, you can run your optimization in the cloud with the IBM
-Decision Optimization on Cloud service.
-
-- Register for the DOcplexcloud free trial and use it free for 30 days. See [Free trial](https://developer.ibm.com/docloud/try-docloud-free).
-
-- Get your API key
- With your free trial, you can generate a key to access the DOcplexcloud API.
- Visit the [Get API key & base URL](http://developer.ibm.com/docloud/docs/api-key) page to generate the key once you've registered.
- This page also contains the base URL you must use for DOcplexcloud.
-
-- Copy/paste your API key and service URL where appropriate in the examples to be able to run them, or have a look at *Setting up an optimization engine* section of the documentation
-
-## Get your IBM® ILOG CPLEX Optimization Studio edition
+Additionnaly, you can download [installation of CPLEX Optimizers](http://ibmdecisionoptimization.github.io/docplex-doc/getting_started.html):
- You can get a free [Community Edition](http://www-01.ibm.com/software/websphere/products/optimization/cplex-studio-community-edition)
of CPLEX Optimization Studio, with limited solving capabilities in term of problem size.
diff --git a/html/Beyond_Linear_Programming.html b/html/Beyond_Linear_Programming.html
index 7c96406..bf9848c 100644
--- a/html/Beyond_Linear_Programming.html
+++ b/html/Beyond_Linear_Programming.html
@@ -13017,6 +13017,45 @@ ul.typeahead-list > li > a.pull-right {
.highlight .vm { color: #19177C } /* Name.Variable.Magic */
.highlight .il { color: #666666 } /* Literal.Number.Integer.Long */
+