Data Engineering

Data Engineering | News, how-tos, features, reviews, and videos

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MIT startup DataCebo offers tool to evaluate synthetic data

Synthetic Data Metrics is an open-source Python library for evaluating model-agnostic tabular data by pitching machine generated data sets against real data sets.

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What devops needs to know about data governance

Industry leaders agree that data governance belongs to everyone in IT. Managing the privacy, security, and reliability of data impacts all aspects of the business.

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IBM acquires data observability firm Databand.ai

Databand’s data observability platform allows data engineers to tackle challenges associated with bad data at source.

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Career roadmap: Data engineer

A combination of education, on-the-job training, and a certificate in data science paved the way from health sciences to data engineering.

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Doing data warehousing the wrong way

If data pipelines and streams are the future, why are we still thinking of data as static?

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Databricks targets data pipeline automation with Delta Live Tables

The company’s new ETL framework aims to cut down the time taken by data scientists and engineers setting up reliable data pipelines and managing infrastructure.

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Career roadmap: Machine learning engineer

As organizations worldwide adopt machine learning across virtually every industry, the demand for machine learning engineers is on the rise.

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My data killed my cloud project!

As we push more data to the cloud, avoidable mistakes are hampering migration. The biggest culprit: messy data with inadequate security and integration.

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AI, machine learning, and deep learning deep dive

Download this 26-page in-depth guide to AI, machine learning, and deep learning for easy reading at your convenience

Get started with Angular

A step-by-step guide to installing the tools, creating an application, and getting up to speed with Angular components, directives, services, and routers

Python megaguide: The best frameworks and IDEs

Only on InfoWorld: A hands-on, in-depth look at 13 Python web frameworks and six Python development toolkits

Quick guide: Digital transformation and the agile enterprise

Enterprise transformation is hard. But when you build a platform for continuous change, putting new ideas into production becomes a lot easier

Career hacks: Professional do’s and don’ts for developers

The hot skills to master, the secrets to breaking into management, the career mistakes to avoid -- here's how to refactor yourself as the developer every organization wants

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Deep Dive how-to: Office 365 document sharing

Office 2016, OneDrive, and Office 365 together offer powerful document collaboration capabilities across Windows, MacOS, iOS, Android, and the web -- but only if you set them up and manage them properly. This how-to guide walks you...

Machine learning megaguide: Amazon, Microsoft, Databricks, Google, HPE, IBM

Download InfoWorld's massive roundup of Amazon, Microsoft, Databricks, Google, HPE, and IBM machine learning toolkits

The Essential Guide to Microservices

How to create modern Web and mobile applications that scale.

The essential guide to PowerShell for Windows, Windows Server, and Exchange

Make the most of Microsoft’s command line by mastering the nuances of the PowerShell language

Public cloud megaguide: Amazon, Microsoft, Google, IBM, and Joyent compared

The top five public clouds pile on the services and options, while adding unique twists

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