The from_json() function parses a column containing a JSON string and converts it into a Spark Struct type (or Map/Array type) based on a provided schema. to_json() does the reverse (Struct to JSON string), get_json_object() extracts a specific string field from a JSON string, and explode() flattens arrays/maps into rows.