Scalable

Web3 and Blockchain: Beyond Cryptocurrency Web3 is more than coins and tokens. It is a vision for networks where people control data, identity, and value. Blockchain technology provides a shared, tamper-evident record of what happened, without relying on a single company or gatekeeper. This does not replace laws or institutions, but it changes how trust is built and shared. Blockchain is a distributed ledger. It stores information across many computers, so records are harder to alter. Smart contracts are programs that run on the network and execute rules automatically when certain conditions are met. Together, they enable new kinds of services that are faster, cheaper, and more open. ...

Building ML Pipelines for Production Production ML pipelines are built to run reliably every day. They handle data from real users, deal with failures, and provide clear results. This guide shares practical steps to make pipelines robust and easy to maintain. A practical pipeline has several stages: Data ingestion and validation Feature engineering and storage Model training and evaluation Packaging and serving Monitoring and alerting Key practices to keep in mind: ...