# Data Transformations

- [AutoMap](https://docs.osmos.io/data-transformations/automap.md): Getting started on your Data Transformation with AutoMap.
- [Column Mapping & Data Cleanup Panel](https://docs.osmos.io/data-transformations/column-mapping-and-data-cleanup-panel.md)
- [QuickFixes](https://docs.osmos.io/data-transformations/quickfixes.md)
- [AI Value Mapping](https://docs.osmos.io/data-transformations/ai-value-mapping.md): This feature is currently in Beta.
- [AI AutoClean](https://docs.osmos.io/data-transformations/ai-autoclean.md)
- [Lookups](https://docs.osmos.io/data-transformations/lookups.md)
- [Performing Lookups](https://docs.osmos.io/data-transformations/lookups/performing-lookups.md)
- [SmartFill](https://docs.osmos.io/data-transformations/smartfill.md)
- [Formulas](https://docs.osmos.io/data-transformations/formulas.md)
- [Date & Time Formulas](https://docs.osmos.io/data-transformations/formulas/date-and-time-formulas.md)
- [DateTime Format Specifiers](https://docs.osmos.io/data-transformations/formulas/date-and-time-formulas/date-format-specifiers.md): Below is a list of Date Format Specifiers that are supported with our date and date-time formulas.
- [Timezone specifiers](https://docs.osmos.io/data-transformations/formulas/date-and-time-formulas/timezone-specifiers.md): Below is a list of timezone specifiers you may use for any date/datetime formulas.
- [Math Formulas and Operators](https://docs.osmos.io/data-transformations/formulas/math-formulas.md)
- [Logical Formulas & Operators](https://docs.osmos.io/data-transformations/formulas/logical-formulas.md)
- [True & False Casting](https://docs.osmos.io/data-transformations/formulas/logical-formulas/true-and-false-casting.md)
- [Text Formulas](https://docs.osmos.io/data-transformations/formulas/text-formulas.md)
- [Other Formulas](https://docs.osmos.io/data-transformations/formulas/other-formulas.md)
- [Deduplication](https://docs.osmos.io/data-transformations/deduplication.md)


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