diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 00000000..cacd0b94
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,29 @@
+name: CI
+
+on:
+  push:
+    branches: [ master ]
+  pull_request:
+    branches: [ master ]
+
+jobs:
+  model_ci:
+    # The type of runner that the job will run on
+    runs-on: ubuntu-latest
+    container:
+      image: mcr.microsoft.com/mlops/python:latest
+
+    # Steps represent a sequence of tasks that will be executed as part of the job
+    steps:
+    # Checks-out your repository under $GITHUB_WORKSPACE, so your job can access it
+    - uses: actions/checkout@v2
+
+    # Runs a single command using the runners shell
+    - name: Run lint tests
+      run: flake8 --output-file=lint-testresults.xml --format junit-xml
+
+    # Runs a set of commands using the runners shell
+#     - name: Run a multi-line script
+#       run: |
+#         echo Add other actions to build,
+#         echo test, and deploy your project.
diff --git a/diabetes_regression/training/r_train.r b/diabetes_regression/training/r_train.r
new file mode 100644
index 00000000..1732a282
--- /dev/null
+++ b/diabetes_regression/training/r_train.r
@@ -0,0 +1,49 @@
+# Databricks notebook source
+print(R.version.string)
+
+# COMMAND ----------
+
+mount_name = "kcmunninstoragev2-databricks" # Change this to the mount name in your Databricks workspace
+
+# COMMAND ----------
+
+# Load Training Data
+#path = paste("/dbfs/mnt/",mount_name,"/weight_data.csv",sep="")
+path="../../../data/train/weight_data.csv"
+print(paste("Reading file from",path))
+
+routes<-read.csv(path, header=TRUE)
+
+# The predictor vector (height).
+x <- routes$height
+# The response vector (weight).
+y <- routes$weight
+# Apply the lm() function.
+model <- lm(y~x)
+
+# COMMAND ----------
+
+routes
+
+# COMMAND ----------
+
+# Make Predictions
+df_test_heights <- data.frame(x = as.numeric(c(115,20)))
+result <-  predict(model,df_test_heights)
+print(result)
+
+# COMMAND ----------
+
+# Save the model to blob storage
+#model_path = paste("/dbfs/mnt/",mount_name,"/models/model.rds",sep="")
+model_path="model.rds"
+saveRDS(model, model_path)
+
+# COMMAND ----------
+
+# View model details
+print(model)
+
+# COMMAND ----------
+
+print('Completed')
\ No newline at end of file
diff --git a/diabetes_regression/training/train_with_r.py b/diabetes_regression/training/train_with_r.py
new file mode 100644
index 00000000..b51b70bb
--- /dev/null
+++ b/diabetes_regression/training/train_with_r.py
@@ -0,0 +1,3 @@
+import os
+
+os.system("Rscript r_train.r")
diff --git a/diabetes_regression/training/weight_data.csv b/diabetes_regression/training/weight_data.csv
new file mode 100644
index 00000000..cc441ee9
--- /dev/null
+++ b/diabetes_regression/training/weight_data.csv
@@ -0,0 +1,30 @@
+height,weight
+79,174
+63,250
+75,223
+75,130
+70,120
+76,239
+63,129
+64,185
+59,246
+80,241
+79,217
+65,212
+74,242
+71,223
+61,167
+78,148
+75,229
+75,116
+75,182
+72,237
+72,160
+79,169
+67,219
+61,202
+65,168
+79,181
+81,214
+78,216
+59,245