You can disable broadcast join by adding the following Spark configuration to you notebook:
spark.conf.set("spark.sql.autoBroadcastJoinThreshold", -1)
In addition, you can also add this configuration to your cluster:
spark.sql.autoBroadcastJoinThreshold -1
You can disable it at notebook level or cluster level.