A Day in the Life of a Data Scientist Conquer Machine Learning Lifecycle on Kubernetes Brian Redmond • Cloud Architect @ Microsoft (18 years) • Azure Global Black Belt Team • Live in Pittsburgh, PA

for installing a chaincode on your peers and starting it on a channel. The new Fabric chaincode lifecycle allows multiple organizations to come to agreement on the parameters of a chaincode, such as the be used to interact with the ledger. The new model offers several improvements over the previous lifecycle: • Multiple organizations must agree to the parameters of a chaincode In the release 1.x versions transactions invoking it. The new Fabric chaincode lifecycle is more flexible since it supports both centralized trust models (such as that of the previous lifecycle model) as well as decentralized models requiring

for installing a chaincode on your peers and starting it on a channel. The new Fabric chaincode lifecycle allows multiple organizations to come to agreement on the parameters of a chaincode, such as the be used to interact with the ledger. The new model offers several improvements over the previous lifecycle: Multiple organizations must agree to the parameters of a chaincode In the release 1.x versions transactions invoking it. The new Fabric chaincode lifecycle is more flexible since it supports both centralized trust models (such as that of the previous lifecycle model) as well as decentralized models requiring

for installing a chaincode on your peers and starting it on a channel. The new Fabric chaincode lifecycle allows multiple organizations to come to agreement on the parameters of a chaincode, such as the be used to interact with the ledger. The new model offers several improvements over the previous lifecycle: Multiple organizations must agree to the parameters of a chaincode In the release 1.x versions transactions invoking it. The new Fabric chaincode lifecycle is more flexible since it supports both centralized trust models (such as that of the previous lifecycle model) as well as decentralized models requiring

for installing a chaincode on your peers and starting it on a channel. The new Fabric chaincode lifecycle allows multiple organizations to come to agreement on the parameters of a chaincode, such as the be used to interact with the ledger. The new model offers several improvements over the previous lifecycle: • Multiple organizations must agree to the parameters of a chaincode In the release 1.x versions transactions invoking it. The new Fabric chaincode lifecycle is more flexible since it supports both centralized trust models (such as that of the previous lifecycle model) as well as decentralized models requiring

for installing a chaincode on your peers and starting it on a channel. The new Fabric chaincode lifecycle allows multiple organizations to come to agreement on the parameters of a chaincode, such as the be used to interact with the ledger. The new model offers several improvements over the previous lifecycle: • Multiple organizations must agree to the parameters of a chaincode In the release 1.x versions transactions invoking it. The new Fabric chaincode lifecycle is more flexible since it supports both centralized trust models (such as that of the previous lifecycle model) as well as decentralized models requiring

for installing a chaincode on your peers and starting it on a channel. The new Fabric chaincode lifecycle allows multiple organizations to come to agreement on the parameters of a chaincode, such as the be used to interact with the ledger. The new model offers several improvements over the previous lifecycle: Multiple organizations must agree to the parameters of a chaincode In the release 1.x versions transactions invoking it. The new Fabric chaincode lifecycle is more flexible since it supports both centralized trust models (such as that of the previous lifecycle model) as well as decentralized models requiring

for installing a chaincode on your peers and starting it on a channel. The new Fabric chaincode lifecycle allows multiple organizations to come to agreement on the parameters of a chaincode, such as the be used to interact with the ledger. The new model offers several improvements over the previous lifecycle: Multiple organizations must agree to the parameters of a chaincode In the release 1.x versions transactions invoking it. The new Fabric chaincode lifecycle is more flexible since it supports both centralized trust models (such as that of the previous lifecycle model) as well as decentralized models requiring

for installing a chaincode on your peers and starting it on a channel. The new Fabric chaincode lifecycle allows multiple organizations to come to agreement on the parameters of a chaincode, such as the be used to interact with the ledger. The new model offers several improvements over the previous lifecycle: Multiple organizations must agree to the parameters of a chaincode In the release 1.x versions transactions invoking it. The new Fabric chaincode lifecycle is more flexible since it supports both centralized trust models (such as that of the previous lifecycle model) as well as decentralized models requiring

for installing a chaincode on your peers and starting it on a channel. The new Fabric chaincode lifecycle allows multiple organizations to come to agreement on the parameters of a chaincode, such as the be used to interact with the ledger. The new model offers several improvements over the previous lifecycle: • Multiple organizations must agree to the parameters of a chaincode In the release 1.x versions transactions invoking it. The new Fabric chaincode lifecycle is more flexible since it supports both centralized trust models (such as that of the previous lifecycle model) as well as decentralized models requiring