fix broken links to bank marketing tutorial (#346)

CHANGELOG.md

@@ -44,7 +44,7 @@ Our major updates for this month are the addition of resources to provision vari
 
 ### FL Experience
 - Added support for data encryption at rest to the CCFRAUD example (instructions [here](./docs/real-world-examples/ccfraud.md#enable-confidentiality-with-encryption-at-rest)).
-- Introduced new Vertical FL example: [Bank Marketing Campaign Prediction](https://github.com/Azure-Samples/azure-ml-federated-learning/blob/main/docs/real-world-examples/bank-marketing.md).
+- Introduced new Vertical FL example: [Bank Marketing Campaign Prediction](https://github.com/Azure-Samples/azure-ml-federated-learning/blob/main/docs/real-world-examples/bank-marketing-vertical.md).
 - Improved the communications in Vertical FL jobs (support for redis streams and encrypted communications, better logging to measure communications overhead).
 
 ### Provisioning

README.md

@@ -42,8 +42,8 @@ Please also check our industry use cases below, which cover both horizontal (sam
 | [![medical imaging icon](./docs/pics/industry-medical-imaging.png)](./docs/real-world-examples/pneumonia-horizontal.md) | [![ner icon](./docs/pics/industry-ner.png)](./docs/real-world-examples/ner-horizontal.md) | [![credit card icon](./docs/pics/industry-fraud-detection.png)](./docs/real-world-examples/ccfraud-horizontal.md) |
 | [pneumonia.md](./docs/real-world-examples/pneumonia-horizontal.md) | [ner.md](./docs/real-world-examples/ner-horizontal.md) | [ccfraud.md](./docs/real-world-examples/ccfraud-horizontal.md) |
 | **Fraud Detection - Vertical** | **Fraud Detection - Vertical with Single Shot Communication**  | **Bank Marketing - Vertical** |
-| [![credit card icon](./docs/pics/industry-fraud-detection.png)](./docs/real-world-examples/ccfraud-horizontal.md) | [![credit card icon](./docs/pics/industry-fraud-detection.png)](./docs/real-world-examples/ccfraud-horizontal.md) | [![bank marketing icon](./docs/pics/industry-bank-marketing.png)](./docs/real-world-examples/bank-marketing.md) |
-| [ccfraud-vertical.md](./docs/real-world-examples/ccfraud-vertical.md) | [ccfraud-vetical-fedonce.md](./docs/real-world-examples/ccfraud-vetical-fedonce.md) | [bank-marketing.md](./docs/real-world-examples/bank-marketing.md) |
+| [![credit card icon](./docs/pics/industry-fraud-detection.png)](./docs/real-world-examples/ccfraud-horizontal.md) | [![credit card icon](./docs/pics/industry-fraud-detection.png)](./docs/real-world-examples/ccfraud-horizontal.md) | [![bank marketing icon](./docs/pics/industry-bank-marketing.png)](./docs/real-world-examples/bank-marketing-vertical.md) |
+| [ccfraud-vertical.md](./docs/real-world-examples/ccfraud-vertical.md) | [ccfraud-vetical-fedonce.md](./docs/real-world-examples/ccfraud-vetical-fedonce.md) | [bank-marketing-vertical.md](./docs/real-world-examples/bank-marketing-vertical.md) |
 
 ### FL Frameworks
 

docs/README.md

@@ -57,8 +57,8 @@ In addition to the [literal](../examples/pipelines/fl_cross_silo_literal/) and [
 | [![medical imaging icon](./pics/industry-medical-imaging.png)](./real-world-examples/pneumonia-horizontal.md) | [![ner icon](./pics/industry-ner.png)](./real-world-examples/ner-horizontal.md) | [![credit card icon](./pics/industry-fraud-detection.png)](./real-world-examples/ccfraud-horizontal.md) |
 | [pneumonia.md](./real-world-examples/pneumonia-horizontal.md) | [ner.md](./real-world-examples/ner-horizontal.md) | [ccfraud.md](./real-world-examples/ccfraud-horizontal.md) |
 | **Fraud Detection - Vertical** | **Fraud Detection - Vertical with Single Shot Communication**  | **Bank Marketing - Vertical** |
-| [![credit card icon](./pics/industry-fraud-detection.png)](./real-world-examples/ccfraud-horizontal.md) | [![credit card icon](./pics/industry-fraud-detection.png)](./real-world-examples/ccfraud-horizontal.md) | [![bank marketing icon](./pics/industry-bank-marketing.png)](./real-world-examples/bank-marketing.md) |
-| [ccfraud-vertical.md](./real-world-examples/ccfraud-vertical.md) | [ccfraud-vetical-fedonce.md](./real-world-examples/ccfraud-vetical-fedonce.md) | [bank-marketing.md](./real-world-examples/bank-marketing.md) |
+| [![credit card icon](./pics/industry-fraud-detection.png)](./real-world-examples/ccfraud-horizontal.md) | [![credit card icon](./pics/industry-fraud-detection.png)](./real-world-examples/ccfraud-horizontal.md) | [![bank marketing icon](./pics/industry-bank-marketing.png)](./real-world-examples/bank-marketing-vertical.md) |
+| [ccfraud-vertical.md](./real-world-examples/ccfraud-vertical.md) | [ccfraud-vetical-fedonce.md](./real-world-examples/ccfraud-vetical-fedonce.md) | [bank-marketing-vertical.md](./real-world-examples/bank-marketing-vertical.md) |
 
 ### Pneumonia detection from chest radiographs
 

docs/concepts/vertical-fl.md

@@ -18,7 +18,7 @@ This tutorial will guide you through the steps required to set up VFL experiment
 
 Split learning approach is demonstrated in MNIST (written number recognition) and [CCFRAUD (financial tabular data)](../real-world-examples/ccfraud-vertical.md) examples in order to showcase versatility of the solution in regards to type of the data. These two examples make use of mean aggregation, and the assumption is that the host owns only labels while features are equally distributed among the contributors.
 
-We relax this assumption in a third example ([Bank Marketing](../real-world-examples/bank-marketing.md)), in which the host also owns part of the feature space.
+We relax this assumption in a third example ([Bank Marketing](../real-world-examples/bank-marketing-vertical.md)), in which the host also owns part of the feature space.
 
 Modified version of the [CCFRAUD (financial tabular data) with FedOnce](../real-world-examples/ccfraud-vetical-fedonce.md) example showcases how to decrease amount of communication required across participants by utilizing Variational Autoencoders.