S02 EP09: Chad Sanderson | Data Quality
06/12/23 • 51 min
Chad Sanderson, the former Senior Program Manager for the AI Platform at Microsoft, has an impressive background as the Ex-Head of Data at Convoy and Chief Operator of a Data Quality Camp.
Chad's journey from journalism to the dynamic field of Data Science, Analytics, Engineering, and ML showcases his exceptional talent and intellect.
He is widely recognized for successfully implementing Data Contracts on a large scale, covering diverse areas such as Machine Learning models and Embedded Metrics.
During our insightful conversation, we delved into the significance of data quality, the power of personal networks, the future of data engineering, and the ever-expanding realm of big data.
Is your business suffering from low-quality data?
Tune in! 🎧
⭕ Outline:
(0:00) | Intro
(2:44) | What is Convoy?
(4:17) | What makes you get up every day in the morning?
(5:43) | From journalist to data specialist
(12:48) | Information economy & asymmetric information
(14:49) | A defining moment when you realized the significance of data quality?
(21:06) | Best practices & key factors for high-quality data?
(25:00) | Example use case of a data contract
(27:56) | “Data quality is the responsibility of everyone, not only data teams” - Why?
(35:46) | People forgot about the importance of data quality?!
(39:36) | How to prioritize data investments, tasks & use cases?
(46:05) | Future of data engineering in the next 10-15 years?
(50:09) | Blitz
⭕ Chad Sanderson:
LinkedIn: https://www.linkedin.com/in/chad-sanderson
Data Quality Camp: https://www.linkedin.com/company/data-quality-camp
⭕ Support Ukraine:
Please, use hashtag #ukraine by donating to my PayPal to avoid confusion and misunderstandings. Every penny will go in the form of basic food and hygiene articles for Ukrainian refugees in my local community! Report about the money spent you can find on our Instagram.
• PayPal: https://www.paypal.com/paypalme/vladyashin
⭕ Support my work:
PayPal: https://www.paypal.com/paypalme/vladyashin
⭕ Follow & connect:
YouTube: https://www.youtube.com/channel/UCa8tt0fm18L8ZR1jMr-31Yw
Medium: https://medium.com/@vladyashin
Instagram: https://www.instagram.com/futurisity
LinkedIn: https://www.linkedin.com/company/the-futurisity-podcast
Website: https://thefuturisitypodcast.buzzsprout.com
Personal Website: https://iamvladyashin.com
Chad Sanderson, the former Senior Program Manager for the AI Platform at Microsoft, has an impressive background as the Ex-Head of Data at Convoy and Chief Operator of a Data Quality Camp.
Chad's journey from journalism to the dynamic field of Data Science, Analytics, Engineering, and ML showcases his exceptional talent and intellect.
He is widely recognized for successfully implementing Data Contracts on a large scale, covering diverse areas such as Machine Learning models and Embedded Metrics.
During our insightful conversation, we delved into the significance of data quality, the power of personal networks, the future of data engineering, and the ever-expanding realm of big data.
Is your business suffering from low-quality data?
Tune in! 🎧
⭕ Outline:
(0:00) | Intro
(2:44) | What is Convoy?
(4:17) | What makes you get up every day in the morning?
(5:43) | From journalist to data specialist
(12:48) | Information economy & asymmetric information
(14:49) | A defining moment when you realized the significance of data quality?
(21:06) | Best practices & key factors for high-quality data?
(25:00) | Example use case of a data contract
(27:56) | “Data quality is the responsibility of everyone, not only data teams” - Why?
(35:46) | People forgot about the importance of data quality?!
(39:36) | How to prioritize data investments, tasks & use cases?
(46:05) | Future of data engineering in the next 10-15 years?
(50:09) | Blitz
⭕ Chad Sanderson:
LinkedIn: https://www.linkedin.com/in/chad-sanderson
Data Quality Camp: https://www.linkedin.com/company/data-quality-camp
⭕ Support Ukraine:
Please, use hashtag #ukraine by donating to my PayPal to avoid confusion and misunderstandings. Every penny will go in the form of basic food and hygiene articles for Ukrainian refugees in my local community! Report about the money spent you can find on our Instagram.
• PayPal: https://www.paypal.com/paypalme/vladyashin
⭕ Support my work:
PayPal: https://www.paypal.com/paypalme/vladyashin
⭕ Follow & connect:
YouTube: https://www.youtube.com/channel/UCa8tt0fm18L8ZR1jMr-31Yw
Medium: https://medium.com/@vladyashin
Instagram: https://www.instagram.com/futurisity
LinkedIn: https://www.linkedin.com/company/the-futurisity-podcast
Website: https://thefuturisitypodcast.buzzsprout.com
Personal Website: https://iamvladyashin.com
Previous Episode
S02 EP08: Steven Paul Sanderson II | Data Science & ML in Healthcare, Privacy, Tech
Steven Paul Sanderson is a Manager of Applications at Stony Brook Medicine & Senior Data Scientist at Manchu Technology Corp. Steven has a track record in 12 different companies across several industries.
Steven aims to construct a useful analysis of current public health issues in a proactive fashion, with a focus on predictive analytics for the healthcare industry. He is also the author of several R packages, including healthyverse.
We were profoundly conversing on Data Science, ML & Predictive Analytics in Healthcare, beneficial & excessive technologies and their distribution, Big Tech companies, data privacy & beyond.
Brilliant episode!
Tune in! 🎧
⭕ Outline:
(0:00) | Introduction
(3:39) | From relaunch of a grill bar to data science
(10:25) | What makes you get up every day in the morning?
(12:55) | How ML & Big Data disrupt healthcare industry?
(22:48) | Noisy data & unnecessary overcomplication. Do's & Don'ts
(27:12) | How to ensure fairness of an ML model in healthcare?
(31:42) | Regulatory landscape. Europe vs. US
(39:16) | AI and Human Intelligence. Where we are heading?
(46:10) | How to define the threshold between beneficial and excessive technology usage?
(51:25) | Potential consequences of becoming overly dependent on AI/Tech?
(57:00) | Blitz
⭕ Steven Paul Sanderson:
LinkedIn: https://www.linkedin.com/in/spsanderson
Healthyverse: https://github.com/spsanderson/healthyverse
⭕ Support Ukraine:
Please, use hashtag #ukraine by donating to my PayPal to avoid confusion and misunderstandings. Every penny will go in the form of basic food and hygiene articles for Ukrainian refugees in my local community! Report about the money spent you can find on our Instagram.
• PayPal: https://www.paypal.com/paypalme/vladyashin
⭕ Support my work:
PayPal: https://www.paypal.com/paypalme/vladyashin
⭕ Follow & connect:
YouTube: https://www.youtube.com/channel/UCa8tt0fm18L8ZR1jMr-31Yw
Medium: https://medium.com/@vladyashin
Instagram: https://www.instagram.com/futurisity
LinkedIn: https://www.linkedin.com/company/the-futurisity-podcast
Website: https://thefuturisitypodcast.buzzsprout.com
Personal Website: https://iamvladyashin.com
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