Safe type conversion in Python involves using built-in functions such as int(), float(), and str() to convert data types. It’s important to handle potential conversion errors, such as ValueError, using try-except blocks to prevent program crashes. Conversions should be done explicitly and with an understanding of the data to avoid unintended results. This practice is crucial in data processing and user input scenarios, where type mismatches are common.