This show is your guidebook to building scalable and maintainable AI systems. You will learn how to
SummarySoftware development involves an interesting balance of creativity and repetition of patterns
SummarySoftware systems power much of the modern world. For applications that impact the safety and
SummaryLarge language models have gained a substantial amount of attention in the area of AI and mac
SummaryArtificial Intelligence is experiencing a renaissance in the wake of breakthrough natural lan
SummaryA core challenge of machine learning systems is getting access to quality data. This often me
SummarySatellite imagery has given us a new perspective on our world, but it is limited by the field
SummaryThe focus of machine learning projects has long been the model that is built in the process.
SummaryMachine learning models have predominantly been built and updated in a batch modality. While
SummaryShopify uses machine learning to power multiple features in their platform. In order to reduc
SummaryAll data systems are subject to the "garbage in, garbage out" problem. For machine learning a
SummaryBuilding a machine learning model one time can be done in an ad-hoc manner, but if you ever w
SummaryMachine learning is a data-hungry approach to problem solving. Unfortunately, there are a num
SummaryData is one of the core ingredients for machine learning, but the format in which it is under
SummaryBecause machine learning models are constantly interacting with inputs from the real world th
SummaryUsing machine learning in production requires a sophisticated set of cooperating technologies
SummaryThe increasing sophistication of machine learning has enabled dramatic transformations of bus
SummaryThe majority of machine learning projects that you read about or work on are built around bat
SummaryMachine learning is a transformative tool for the organizations that can take advantage of it
SummaryIn order for a machine learning model to build connections and context across the data that i
SummaryMachine learning is a data hungry activity, and the quality of the resulting model is highly
