Trust in the Machine
Join Danielle Oberdier, Founder of Dikayo Data and Sepi Seifzadeh, Program Director of Open Source - Data & AI Technologies at IBM for a riveting discussion on Ethical AI, blogging about data science projects and much more.
This episode is kindly sponsored by IBM.
See below for a comprehensive list of the resources cited by Sepi in this episode.
Courses created by Sepi and her team at IBM:
Courses on edX:
Introduction to big data with Spark and Hadoop
Data Engineering and Machine Learning with Spark
Courses on Coursera:
Data Visualization with Python
Course on cognitiveclass.ai:
List of Open Source Projects initiated by Sepi and her team at IBM:
ParData:
https://github.com/CODAIT/pardata
https://developer.ibm.com/blogs/pardata-a-conduit-for-easy-and-standardized-data-set-sharing/
DimSum Feature Store:
https://github.ibm.com/Kai-Niu/dimsum
Text Extension for Pandas:
https://github.com/CODAIT/text-extensions-for-pandas
https://developer.ibm.com/articles/introducing-text-extensions-for-pandas/
Project CodeNet:
https://developer.ibm.com/blogs/ibm-codenet-dataset-empowers-ai-to-tackle-programming-challenges/
Elyra:
https://github.com/elyra-ai/elyra
Additional courses recommended by Sepi:
https://www.youtube.com/channel/UCBa5G_ESCn8Yd4vw5U-gIcg
Sepi’s Blog on Trusted AI
https://www.linkedin.com/pulse/how-prepare-your-ai-next-wave-regulations-trust-ml-seifzadeh-phd/
https://www.ibm.com/opensource/centers/codait/trusted-ai/
https://www.ibm.com/watson/trustworthy-ai
https://odsc.com/speakers/odsc-keynote-ai-lifecycle-model-management-monitoring-for-risk-bias-and-fairness/: https://www.facebook.com/OPENDATASCI/videos/live-keynote-talks-from-leading-data-scientists/2457038924578460/