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All Blog Posts Tagged 'Migration' (4)

Overcoming surprises faced by Programmers migrating to Machine learning projects

Traditional programmers hit a stone-wall when they start working on Machine Learning (ML) development projects. They were used to coding based on design derived from requirements, logic/rules and when they move into a new paradigm in which rules are automatically generated from data, they are surprised. In ML paradigm, we do not find any output code and we see an output in the form of a binary object called model that goes into production. You may be wondering without measuring lines of code,… Continue

Added by Janardhanan PS on February 10, 2020 at 7:14pm — No Comments

Scalable IoT ML Platform with Apache Kafka + Deep Learning + MQTT

I built a scenario for a hybrid machine learning infrastructure leveraging Apache Kafka as scalable central nervous system. The public cloud is used for training analytic models at extreme scale (e.g. using TensorFlow and TPUs on Google Cloud Platform (GCP) via Google ML Engine. The predictions (i.e.…

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Added by Kai Waehner on August 1, 2018 at 11:00pm — 1 Comment

Migrating an Excel Spreadsheet Directly to HDFS and Spark 2.0.1 (Part 2)

Recently, in a previous post, we reviewed a path to leverage legacy Excel data and import CSV files thru MySQL into Spark 2.0.1. This may apply frequently in businesses where data retention did not always take the database route……

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Added by Marc Borowczak on October 23, 2016 at 5:30am — No Comments

Data Migration and Cloud-Based Analytics

There can be no doubt that technology trends over the years point to a rapid change in user requirements. The days of relying on a large, clunky desktop PC to provide a portal to the internet and other traditional, desktop-only applications are quickly diminishing. While PC sales continue to plummet, smartphone sales continue to…

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Added by Tom Jardine on May 17, 2016 at 11:00pm — No Comments

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