Update README.md

Author: arthurolga

README.md

@@ -1 +1,35 @@
-# DVC CI/CD
+# DVC CI/CD MLOps Pipeline
+MLOps pipeline with DVC and CML using Github Actions and IBM Cloud
+
+#### Requirements
+* DVC
+* Python3 and pip
+* Access to IBM Cloud Object Storage (IBM's equivalent to AWS S3)
+
+## Running Project
+
+### Setup IBM Bucket Credentials
+#### MacOS
+Setup your credentials on ```~/.aws/credentials``` and ```~/.aws/config```. DVC works perfectly with IBM Obejct Storage, although it uses de AWS template for the S3, you can also see this in other portions of the repository.
+
+
+#### ~/.aws/credentials
+
+```credentials
+[default]
+aws_access_key_id = {{Key ID}}
+aws_secret_access_key = {{Access Key}}
+```
+
+### Setup project
+
+Download data from the DVC repository(analog to ```git pull```)
+```
+dvc pull
+```
+
+Reproduces the pipeline using DVC
+```
+dvc repro
+```
+