Unlock the Power of Synthetic Data: A Guide for the Aspiring Data Scientist

Data for Machine Learning Model is the heart of the AI world. But many companies struggle to find adequate data to build a successful model. That's where Synthetic Data comes in. Synthetic Data is generated using different techniques, some of which are statistical methods, deep learning methods, open source technologies and so on. Synthetic Data has many benefits, such as being beneficial for companies lacking data, being able to generate non-dominating class data, allowing for the generation of data without using PII and aiding autonomous vehicle companies.