Building machine learning models requires access to incredibly vast amounts of diverse data — but where can you find that many datasets without running into privacy issues and algorithmic bias? Synthetic data is the answer.
Data science expert Armando Vieira, will uncover why synthetic data is key to speed up internal innovation through data sharing, improve performance of machine learning algorithms and prevent organisational data leaks.
Also synthetic data can be key to help business leaders achieve faster insights, do better research, understand — and influence — customer behaviours, accelerate time to market, and generate new revenue.
You’ll also hear about:
- How to collect synthetic data, and why it’s critical for business
- Secrets to turning synthetic data into real results
- First steps to starting a company in the data space