This guide intends to be a collection of resources on Machine Learning and Deep Learning, organized in a sequencial manner for any Software Engineer. (more…)

Machine learning (ML) systems are rapidly increasing in size, are acquiring new capabilities, and are increasingly deployed in high-stakes settings. As with other powerful technologies, safety for ML should be a leading research priority. In response to e... (more…)

Learn how to correctly prepare data for machine learning... (more…)

ML is the current blazingly hot topic on tech minds. Because we are applying ML at YotaScale to detect and remediate cloud computing performance and cost anomalies and to project future capacity...

Climate change is one of the greatest challenges facing humanity, and we, as machine learning experts, may wonder how we can help. Here we describe how machine learning can be a powerful tool in reducing greenhouse gas emissions and helping society adapt ... (more…)