Hi,

Wanted to share this workshop in the forum, as it might help someone with 
the skills needed for Data Annotation and Quality.  The annotation topics 
are computer vision, speech, and text. Data Quality hands-on topics are 
geo-spatial and structured data.


View this email in your browser 
<https://mailchi.mp/acsel.in/mastering-data-quality-annotation-excellence?e=8f6d754469>


<https://acsel.us13.list-manage.com/track/click?u=1959b7f774cd49d8b5c397304&id=966c936394&e=8f6d754469>

REGISTER NOW 
<https://acsel.us13.list-manage.com/track/click?u=1959b7f774cd49d8b5c397304&id=02ef75d611&e=8f6d754469>


This 2-day hands-on workshop will take participants through the complete AI 
training pipeline, from data annotation fundamentals (image, audio, text, 
video) to advanced data quality measurement and automation.

*Date:* *March 26-27, 2026*
 
*Charges:* *Rs. 2,000/- + taxes*

*Link to Register: https://pages.razorpay.com/pl_SJqhEhEqWpA3Ee/view 
<https://acsel.us13.list-manage.com/track/click?u=1959b7f774cd49d8b5c397304&id=793c9ffecb&e=8f6d754469>*

*Venue: ACSEL technology Forum, 2nd floor, IIT Alumni Centre, Bengaluru, 
<https://acsel.us13.list-manage.com/track/click?u=1959b7f774cd49d8b5c397304&id=57c6b1bca4&e=8f6d754469>*
 60, KIADB, Bommasandra Industrial Area, Bommasandra, Bengaluru 560 099


*DAY 1: **Data Annotation*

• AI training pipeline & ground truth fundamentals
• Computer vision annotation (bounding boxes, polygons, segmentation)
• Audio transcription, speaker tagging & multilingual challenges
• Hands-on practice with calibration sessions


<https://acsel.us13.list-manage.com/track/click?u=1959b7f774cd49d8b5c397304&id=4fa9602c69&e=8f6d754469>

<https://acsel.us13.list-manage.com/track/click?u=1959b7f774cd49d8b5c397304&id=b23869f133&e=8f6d754469>

<https://acsel.us13.list-manage.com/track/click?u=1959b7f774cd49d8b5c397304&id=b532332a7d&e=8f6d754469>

*DAY 2: **Data Quality*
• 6 dimensions of data quality
• Measuring and diagnosing data issues
• Building automated data quality engines in Python
• Integrating validation workflows into Airflow pipelines


<https://acsel.us13.list-manage.com/track/click?u=1959b7f774cd49d8b5c397304&id=7e31bf967e&e=8f6d754469>

REGISTER NOW 
<https://acsel.us13.list-manage.com/track/click?u=1959b7f774cd49d8b5c397304&id=47918d1895&e=8f6d754469>

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