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We hope this program will provide you with the tools and knowledge you need to excel in your role and achieve your career goals.
- WatchWhat is Synthetic Data
- Read the “Synthetic data: all you need to know” post
- Read the "Time to define synthetic data" post
- MOSTLY AI Product Demo
- Watch the fun & educational video Artificial Intelligence: Last Week Tonight with John Oliver
- MOSTLY AI overview about Synthetic Data
What is synthetic data?
Why use synthetic data?
Why MOSTLY AI?
The answers are here.
- Responsible AI, Fairness and Explainable AI
What is Responsible AI?
What are the principles of Responsible AI?
How is Responsible AI different to Ethical AI or Trustworthy AI?
Why is Responsible AI important? Why now? And for whom?
What are the challenges of Responsible AI?
How can MOSTLY AI help with RAI?
Find the answers to these questions here.
- Privacy - Learn about more about Synthetic Data Privacy in general and MOSTLY AI Synthetic Data Platform Privacy Features in particular /wiki/spaces/MSSI/pages/588480801.
- Privacy Enhancing Technologies (PET) here.
- General Data Basics here.
- General Data Types here.
- Everything you always wanted to know about Synthetic Data - A Guest Lecture @ Imperial College London
- Data processing in the GDPR context- on this video MOSTLY AI's Legal Counsel tries to clarify if "synthesizing = processing? in the GDPR context".
- Learn with the tutorials:
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- Read the "Amp It Up: synthetic population data at scale" blogpost
- Read the Guide to Data Anonymization
- Check the /wiki/spaces/MS/pages/659226625
- Browse through the MOSTLY AI Mini Meetups and watch the ones that are more relevant for your role.
- Enroll on the AI For Everyone training by Coursera
Celebrate! 🥳 Congratulations for completing this learning path.