From Research to Data with AI 2 of 5: Cleaning Up—Fixing, Formatting, and Validating Data

Andrew Redfern, Fiona Brooker
Mar 26, 2026
395 views

About this webinar

Use AI to extract, clean, organise, and analyse your family history research. Intermediate level, focused on workflows and data handling; ideal for users managing large research projects; activities include table-building, clustering, and data cleaning.

About the speakers

Andrew Redfern is an enthusiastic family historian and accomplished speaker, having delivered presentations both in his home country of Australia and internationally over many years. His innovative wo...
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Fiona Brooker is a professional genealogist (Memories In Time) who has been actively researching her family history for over 35 years, inspired by two marriage certificates and a collection of family ...
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Comments (32)

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  1. TQ
    Tamara Quiring
    1 day ago

    Loving this series and learning a lot

  2. BG
    Brenda Glover
    1 day ago

    This week's session helped me to understand how to check for family tree for errors using AI. I have a habit of transposing numbers so this edit function will serve as a great quality control feature...I also loved the prompt samples which I have added to my prompt template toolbox/file folder. Thanks to you both and to other participants for their questions, I am learning from them as well.

  3. JM
    Joan McWilliams
    1 day ago

    Many good suggestions for writing AI prompts.

  4. LD
    Lawrence Doyle
    1 day ago

    Good hints and tips. Standarizing information was most helpful.

  5. JG
    John Goulait
    1 day ago

    Every time I listen to a webinar, I pick up knowledge for genealogical use. The world and the tools in it are ever improving.

  6. JM
    Jean Mayo
    1 day ago

    This series is absolutely blowing me away. So very useful in my research! I would love to see more of these 5 session classes as they can go into so much more depth. Bravo Andrew and Fiona! I appreciate all that you have done in putting these together. The demos are wonderful!

  7. JR
    John Ratliff
    1 day ago

    Another excellent presentation of an important emerging resource for all of us to use. Will work to become more informed in the actual workings of AI and look forward to the next webinar in 2 weeks.

  8. CH
    Carol Harper
    1 day ago

    The Redfern & Brooker Ai sessions are so much moe than a 5! They work together seamlessly, joyfully, and engagingly to teach us about how to get the most and the best from AI to meet our needs and, in fact, to limit those needs so we can deal with the abundance of information AI can provide. This is a truly amazing series, as was their first one!

From Research to Data with AI 2 of 5: Cleaning Up—Fixing, Formatting, and Validating Data - Legacy Family Tree Webinars