MLOps Community
timezone
+00:00 GMT
SIGN IN
  • Home
  • Events
  • Content
  • People
  • Messages
  • Channels
  • Help
Sign In
Sign in or Join the community to continue

From Expectations to Synthetic Data Generation

Posted Aug 20, 2022 | Views 243
# Synthetic Data
# Leverage
# Data Management
Share
SPEAKER
Fabiana Clemente
Fabiana Clemente
Fabiana Clemente
Co-founder & Chief Data Officer @ YData

Fabiana has been leading data science teams in multinational companies and startups. She has an academic background in Applied Maths, and MSc in Data Management combined with other degrees in Deep Learning and Secure and Private AI. As YData’s Co-Founder & CDO, she combines Data Understanding, Causality, and Privacy as her main fields of work and research, with the mission to make data actionable for organizations.

+ Read More

Fabiana has been leading data science teams in multinational companies and startups. She has an academic background in Applied Maths, and MSc in Data Management combined with other degrees in Deep Learning and Secure and Private AI. As YData’s Co-Founder & CDO, she combines Data Understanding, Causality, and Privacy as her main fields of work and research, with the mission to make data actionable for organizations.

+ Read More
SUMMARY

Synthetic data is a hot topic in the current Data/ML space, being proposed as an essential feature in any Data Science toolkit. In a very hands-on approach, the objective is to showcase and depict how to generate synthetic data, deal with the challenges of leveraging deep learning networks for the process, and overcome them in a workflow that includes data profiling and the definition of expectations for the data generation.

+ Read More

Watch More

41:30
Posted Apr 18, 2022 | Views 218
# Deployment
# Iterative
# Interview
34:30
Posted Nov 29, 2022 | Views 609
# ML Data
# Data Contracts
# GoCardless
57:54
Posted Aug 18, 2022 | Views 661
# Data Modeling
# Data Warehouses
# Semantic Data Model