Machine Learning Evolution

Deepak discusses the journey of evolving LinkedIn's machine learning capabilities, highlighting the critical importance of demonstrating ROI to secure executive support. He shares insights on the transition from Hadoop to Spark and the challenges faced with deploying deep learning frameworks like TensorFlow. The key takeaway is that tangible business value is essential for the success of machine learning initiatives.