Council Post: How To Enable Data-Centric AI

Davit Buniatyan is the Founding CEO at Activeloop, the company behind the fastest-growing dataset format specifically designed for AI. The preceding 10 years have been about improving machine learning models and making them accessible to regular data scientists and developers. Today, deep learning frameworks like PyTorch and TensorFlow have made cutting-edge advances in model architecture accessible to the tech community. The marginal returns on model optimization have reduced significantly. Our focus now must shift to the data on which we train our models on, as Andrew Ng pointed out.