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 Analysis with R

Data Visualization with R

Data Visualization with Python

Spark Fundamentals

Course on cognitiveclass.ai:

Intro to Open source

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://community.ibm.com/community/user/datascience/blogs/sepideh-seifzadeh1/2021/10/05/ai-for-code-predict-code-complexity-using-ibms-cod

https://developer.ibm.com/blogs/ibm-codenet-dataset-empowers-ai-to-tackle-programming-challenges/

Elyra:

https://github.com/elyra-ai/elyra

https://medium.com/@ptitzler

Additional courses recommended by Sepi:

https://workera.ai/

https://www.deeplearning.ai/

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/

Danielle Oberdier