Running notebook against EMR cluster trying to create delta table in S3

I'm trying to run an EMR notebook to create a delta table in S3.

EMR Cluster Version: emr-7.7.0 Installed Applications: Hadoop 3.4.0, Hive 3.1.3, JupyterEnterpriseGateway 2.6.0, Livy 0.8.0, Spark 3.5.3

Code:

%%configure -f
{
    "conf": {
        "spark.jars": "s3://<bucket>/jars/mssql-jdbc-12.8.1.jre8.jar",
        "spark.sql.catalog.spark_catalog": "org.apache.spark.sql.delta.catalog.DeltaCatalog",
        "spark.sql.extensions": "io.delta.sql.DeltaSparkSessionExtension,com.amazonaws.emr.recordserver.connector.spark.sql.RecordServerSQLExtension",
        "spark.sql.catalog.spark_catalog.lf.managed": "true"
    }
}

spark.sql("""CREATE TABLE IF NOT EXISTS ThisIsATable (
    ColumnName bigint not null
)
USING delta location
's3://<bucket>/ThisIsATable'""");

I'm able to run the notebook on this cluster to query other data sources via JDBC but when I run the spark.sql command I get this error: "org.apache.spark.SparkException: Cannot find catalog plugin class for catalog 'spark_catalog': org.apache.spark.sql.delta.catalog.DeltaCatalog."

Thank you!