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Digital Transformation is a Data Journey From Edge to Insight

Cloudera

This is the first in a six-part blog series that outlines the data journey from edge to AI and the business value data produces along the journey. Data Enrichment – data pipeline processing, aggregation & management to ready the data for further refinement. Fig 1: The Enterprise Data Lifecycle.

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Monitoring Cloudera DataFlow Deployments With Prometheus and Grafana

Cloudera

Cloudera DataFlow for the Public Cloud (CDF-PC) is a complete self-service streaming data capture and movement platform based on Apache NiFi. It allows developers to interactively design data flows in a drag and drop designer, which can be deployed as continuously running, auto-scaling flow deployments or event-driven serverless functions.

Metrics 101
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Machine Learning with Python, Jupyter, KSQL and TensorFlow

Confluent

The blog posts How to Build and Deploy Scalable Machine Learning in Production with Apache Kafka and Using Apache Kafka to Drive Cutting-Edge Machine Learning describe the benefits of leveraging the Apache Kafka ® ecosystem as a central, scalable and mission-critical nervous system. Data scientists love Python, period.

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Using Cloudera Data Engineering to Analyze the Paycheck Protection Program Data

Cloudera

Second, the data set is likely to evolve, which will consume additional development time and resources. Finally, in a multi-stage process like this, there’s a chance things will break. The primary objective for this data engineer is to provide the LBB with two end reports: Report 1: Breakdown of all cities in Texas that retained jobs.

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Learning Lambda — Part 7

Mike Roberts

Error Handling This is Part 7 of Learning Lambda, a tutorial series about engineering using AWS Lambda. To be alerted about future installments subscribe to our newsletter , follow Symphonia on twitter @symphoniacloud , and our blog at The Symphonium. Welcome to Part 7 of Learning Lambda! Non-stream-based, asynchronous.

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Learning Lambda — Part 8

Mike Roberts

Cold Starts This is Part 8 of Learning Lambda, a tutorial series about engineering using AWS Lambda. To be alerted about future installments subscribe to our newsletter , follow Symphonia on twitter @symphoniacloud , and our blog at The Symphonium. Way back in Part 3 I talked about the lifecycle of a Lambda function.

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Deploy a Clojure web application to AWS using Terraform

CircleCI

This is the third blog post in a three-part series about building, testing, and deploying a Clojure web application. Although we are building a Clojure application, only limited Clojure knowledge is required to follow along with this part of the series. This blog was tested using version V0.12.2.

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