VizChitra 2025: India's first community-driven Data Visualization conference

Talk Description
How much do you know your data ?
Most importantly at the source, how was this data collected ?
What are the potential gaps ? What needs to be done to fix it?

I would like us to spend time learning about the importance of understanding the data lifecycle to truly understand the intricacies of it and thus identify better ways of remediating, imputing and so on.

This experience is derived from working with global stakeholders and across clients.

Key Takeaways

• Learn about your blind spots in assessing data quality.
• What to investigate before jumping on to doing fancy data analysis and data science

Audience
Primary: Data Engineers, Data Analyst, Data Scientist, Data Visualization Engineers, Data Consultants , Data Governance folks, Data Strategy leaders etc.

Secondary: Anyone consumes data in some shape and form would find this helpful in terms of learning things to validate.

Speaker Bio
Data Practitioner, Building Climate Centered Solutions with the help of technology