diff --git a/content/design-patterns/ex11partiql/Step1.en.md b/content/design-patterns/ex11partiql/Step1.en.md
new file mode 100644
index 00000000..31741476
--- /dev/null
+++ b/content/design-patterns/ex11partiql/Step1.en.md
@@ -0,0 +1,41 @@
++++
+title = "Step 1 - Create and load the the Gamers table"
+date = 2019-12-02T12:24:33-08:00
+weight = 1
++++
+
+
+Run the AWS CLI command to create the table named `Gamers` and create a GSI named `GSI_1` which is partitioned on `SK` attribute of the parent table:
+
+```bash
+aws dynamodb create-table --table-name Gamers \
+--attribute-definitions AttributeName=PK,AttributeType=S AttributeName=SK,AttributeType=S \
+--key-schema AttributeName=PK,KeyType=HASH AttributeName=SK,KeyType=RANGE \
+--provisioned-throughput ReadCapacityUnits=5,WriteCapacityUnits=5 \
+--tags Key=workshop-design-patterns,Value=targeted-for-cleanup \
+--global-secondary-indexes "IndexName=GSI_1,\
+KeySchema=[{AttributeName=SK,KeyType=HASH},{AttributeName=PK,KeyType=RANGE}],\
+Projection={ProjectionType=KEYS_ONLY},\
+ProvisionedThroughput={ReadCapacityUnits=5,WriteCapacityUnits=5}"
+```
+Wait until the table becomes active:
+```bash
+aws dynamodb wait table-exists --table-name Gamers
+```
+
+Navigate to the DynamoDB section of the AWS management console.
+In the left navigation pane, choose PartiQL editor. If you cannot see PartiQL, then you need to switch to new DynamoDB console.
+
+![Amazon DynamoDB PartiQL editor](/images/awsconsolepartiQL.png)
+
+Using PartiQL editor, run following insert statements to load items in `Gamers` table
+
+`insert into Gamers value {'PK' : 'Hammer57','SK' : 'Assets','Coins': 1000}`
+
+`insert into Gamers value {'PK' : 'Hammer57','SK' : 'Bank','Level': 87, 'Points' : 4050 , 'Tier' : 'Elite'}`
+
+`insert into Gamers value {'PK' : 'Hammer57','SK' : 'Status','Health':'90%', 'Progress' : 30}`
+
+`insert into Gamers value {'PK' : 'Hammer57','SK' : 'Weapon','Class' : 'Taser', 'Damage' : '55-67', 'Range' : 120}`
+
+Next, write insert statement for a new gamer - Atom12 with 600 Coins and a second record for Atom12 with Health as 60%, Progress as 70?
diff --git a/content/design-patterns/ex11partiql/Step2.en.md b/content/design-patterns/ex11partiql/Step2.en.md
new file mode 100644
index 00000000..82417a60
--- /dev/null
+++ b/content/design-patterns/ex11partiql/Step2.en.md
@@ -0,0 +1,36 @@
++++
+title = "Step 2 - Create and load the the Gamers table"
+date = 2019-12-02T12:24:33-08:00
+weight = 1
++++
+
+Insert statement for loading data for second Gamer - Atom12
+
+`insert into Gamers value {'PK' : 'Atom12','SK' : 'Assets','Coins': 600}`
+
+`insert into Gamers value {'PK' : 'Atom12','SK' : 'Status','Health':'60%', 'Progress' : 70}`
+
+Use below UPDATE statement to modify `Health` for an item. Where condition in `update` must resolve to a single primary key value.
+
+`update Gamers
+set Health = '100%'
+where PK='Hammer57' and SK='Status'
+`
+
+What happens if the WHERE clause of the UPDATE statement does not evaluate to true? Give it a try by changing above update with `PK = 'Hammer58' and SK='Status'`
+
+Let's decrement coins by 400 for bumping up health to 100%. We will use subtract operator `-`.
+
+`update Gamers
+set Coins=Coins - 400
+where PK='Hammer57' and SK='Assets'
+`
+
+We can view the changes in Coins and Health using `select` statement.
+
+`select * from Gamers where PK='Hammer57'`
+
+In real word scenario, above 2 updates should happen simultaneously. Both should either succeed or fail. This can be done using Transactions. Also, we can add a `ConditionCheck` to check if Gamer has enough Coins to buy health.
+
+
+We will see in next section how to use transactions with PartiQL for DynamoDB.
diff --git a/content/design-patterns/ex11partiql/Step3.en.md b/content/design-patterns/ex11partiql/Step3.en.md
new file mode 100644
index 00000000..c957e3ab
--- /dev/null
+++ b/content/design-patterns/ex11partiql/Step3.en.md
@@ -0,0 +1,35 @@
++++
+title = "Step 3 - Performing Transactions with PartiQL for DynamoDB"
+date = 2019-12-02T12:24:33-08:00
+weight = 1
++++
+
+### Performing Transactions with PartiQL for DynamoDB
+
+Transactions in DynamoDB can be used to make coordinated, all-or-nothing changes to multiple items both within and across tables.
+
+You can group multiple Insert, Update, and Delete statements as part of Transaction. But the transaction must consist of either read statements or write statements; you cannot mix both in one transaction.
+
+We will use transaction to bump up Health and decrement Coins for Gamer - `Atom12` as all or nothing operation. Also, we will add `conditioncheck` to check if Gamer has enough coins.
+
+We have written following transaction block to meet this requirement.
+
+```
+[
+    {
+        "Statement": "update Gamers set Health = '100%' where PK='Atom12' and SK='Status'"
+    },
+    {
+        "Statement": "update Gamers set Coins=Coins - 400 where PK='Atom12' and SK='Assets' and Coins > 400"
+    }
+]
+```
+Now, execute this statement.
+
+`aws dynamodb execute-transaction --transact-statements  file://partiql_transactions.json`
+
+We can view the changes in Coins and Health attributes using `select` statement. Let's run below `select` statement. This time from CLI instead of PartiQL editor.
+
+`aws dynamodb execute-statement --statement "select * from Gamers where PK='Atom12'"`
+
+Try running `execute-transaction` statement again. Conditioncheck should fail as number of Coins for this item is now less than 400.
diff --git a/content/design-patterns/ex11partiql/Step4.en.md b/content/design-patterns/ex11partiql/Step4.en.md
new file mode 100644
index 00000000..07b90a66
--- /dev/null
+++ b/content/design-patterns/ex11partiql/Step4.en.md
@@ -0,0 +1,46 @@
++++
+title = "Step 4 - Running Batch Operations with PartiQL for DynamoDB"
+date = 2019-12-02T12:24:33-08:00
+weight = 1
++++
+
+### Running Batch Operations with PartiQL for DynamoDB
+
+This section shows how to perform batch writes on data stored in DynamoDB, using PartiQL.
+
+In batch operation, entire operation must consist of either read statements or write statements; you cannot mix both in one batch.
+
+We will add data for new Gamer - `Saber9` as part of a Batch operation.
+
+The individual insert specified in Batch are atomic; however entire batch operation as a whole is not. We will see this in action by introducing an error in one of the insert statement as part of a batch.
+
+Below is the batch statement. Notice in last insert statement Sort key is empty. Partition key and sort key attributes of base tables require to be non-empty values. So last insert statement in this batch will fail but others will succeed.
+
+```
+[
+    {
+        "Statement": "INSERT INTO Gamers value {'PK':'Saber9','SK':'Assets','Coins':2000}"
+    },
+   {
+        "Statement": "INSERT INTO Gamers value {'PK':'Saber9','SK':'Bank','Level':98,'Points':6000,'Tier':'Elite'}"
+   },
+   {
+        "Statement": "INSERT INTO Gamers value {'PK':'Saber9','SK':'Games','Genre':{'Action':['Halo','Call Of Duty'], 'Sports':['NBA','NHL']}}"
+   },
+   {
+        "Statement": "INSERT INTO Gamers value {'PK':'Saber9','SK':''}"
+   }
+]
+```
+
+Let's execute below statement.
+
+`aws dynamodb batch-execute-statement  --statements  file://partiql_batch.json`
+
+The response will show success for 3 insert statement and last failed with ValidationError. This is expected as Sort key is empty.
+
+In `select` statement, we can also get members of map data type. `Genre` is a map attribute in Gamers table. Run following command in PartiQL editor to select `Sports` from Genre attribute. 
+
+`select PK, SK, Genre.Sports from Gamers where PK='Saber9'`
+
+This concludes Amazon DynamoDB PartiQL module.
diff --git a/content/design-patterns/ex11partiql/_index.en.md b/content/design-patterns/ex11partiql/_index.en.md
new file mode 100644
index 00000000..474bb5bb
--- /dev/null
+++ b/content/design-patterns/ex11partiql/_index.en.md
@@ -0,0 +1,26 @@
++++
+title = "Amazon DynamoDB PartiQL"
+date = 2019-12-02T10:18:15-08:00
+weight = 9
+chapter = true
+pre = "<b>Exercise 8: </b>"
+description = "Learn how to use PartiQL in Amazon DynamoDB."
++++
+
+Amazon DynamoDB supports PartiQL, a SQL-compatible query language, to select, insert, update, and delete data in Amazon DynamoDB.
+
+This section shows how to use PartiQL for DynamoDB from the Amazon DynamoDB console, and the AWS Command Line Interface (AWS CLI).
+
+Following statements are supported in PartiQL for DynamoDB:
+
+- Select
+
+- Update
+
+- Insert
+
+- Delete
+
+Transactions and Batch Operations are also supported.
+
+This example uses an `Gamers` table to demonstrate PartiQL. You will run data manipulation statements - insert, update, delete using PartiQL, use Transactions and conclude with batch operation.
diff --git a/design-patterns/cloudformation/lab.yaml b/design-patterns/cloudformation/lab.yaml
index d4a01825..1e9cd564 100644
--- a/design-patterns/cloudformation/lab.yaml
+++ b/design-patterns/cloudformation/lab.yaml
@@ -165,6 +165,10 @@ Resources:
                   - dynamodb:BatchGetItem
                   - dynamodb:UpdateItem
                   - dynamodb:TagResource
+                  - dynamodb:PartiQLInsert
+                  - dynamodb:PartiQLUpdate
+                  - dynamodb:PartiQLDelete
+                  - dynamodb:PartiQLSelect
                   - iam:GetRole
                   - iam:PassRole
                   - lambda:CreateFunction
diff --git a/design-patterns/partiql_batch.json b/design-patterns/partiql_batch.json
new file mode 100644
index 00000000..0daddc1d
--- /dev/null
+++ b/design-patterns/partiql_batch.json
@@ -0,0 +1,14 @@
+[
+    {
+        "Statement": "INSERT INTO Gamers value {'PK':'Saber9','SK':'Assets','Coins':2000}"
+    },
+   {
+        "Statement": "INSERT INTO Gamers value {'PK':'Saber9','SK':'Bank','Level':98,'Points':6000,'Tier':'Elite'}"
+   },
+   {
+        "Statement": "INSERT INTO Gamers value {'PK':'Saber9','SK':'Games','Genre':{'Action':['Halo','Call Of Duty'], 'Sports':['NBA','NHL']}}"
+   },
+   {
+        "Statement": "INSERT INTO Gamers value {'PK':'Saber9','SK':''}"
+   }
+]
diff --git a/design-patterns/partiql_transactions.json b/design-patterns/partiql_transactions.json
new file mode 100644
index 00000000..03c729a1
--- /dev/null
+++ b/design-patterns/partiql_transactions.json
@@ -0,0 +1,8 @@
+[
+    {
+        "Statement": "update Gamers set Health = '100%' where PK='Atom12' and SK='Status'"
+    },
+    {
+        "Statement": "update Gamers set Coins=Coins - 400 where PK='Atom12' and SK='Assets' and Coins > 400"
+    }
+]
diff --git a/static/images/awsconsolepartiQL.png b/static/images/awsconsolepartiQL.png
new file mode 100644
index 00000000..bd6a8bd2
Binary files /dev/null and b/static/images/awsconsolepartiQL.png differ