AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
Evolution of Machine Learning Tools and Infrastructure
The chapter explores the history and future of machine learning tools and infrastructure, highlighting the evolution from hand-coding to the use of frameworks like TensorFlow and Kubeflow. It discusses the impact of open-source toolkits on AI development, the emergence of MLOps tools, and the importance of factors like velocity of ML, efficient routing technology, and the adoption of successful methods through experimentation and competition.