Big Data
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Review: MXNet deep learning shines with Gluon
With the addition of the high-level Gluon API, Apache MXNet rivals TensorFlow and PyTorch for developing deep learning models
The future is cloudy, with a chance of success
True cloud computing metaphors: not every cloud is a rain cloud, and too much rain is disastrous for the unprepared
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
Real-time data processing with data streaming: new tools for a new era
Real-time data streaming is still early in its adoption, but over the next few years organizations with successful rollouts will gain a competitive advantage
Bossies 2018: The Best of Open Source Software Awards
InfoWorld recognizes the leading open source projects for software development, cloud computing, big data, and machine learning
The best open source software for data storage and analytics
InfoWorld’s 2018 Best of Open Source Software Award winners in databases and data analytics
What is a data lake? Flexible big data management explained
A data lake can be a much more flexible repository than a data warehouse. Or it can be a trash dump that grows and grows
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
video
Matei Zaharia, creator of the Apache Spark project, on the big data framework | True Technologist Ep 2
In this episode of True Technologist, host Eric Knorr talks with Matei Zaharia, chief technologist at Databricks and an assistant professor of computer science at Stanford, about the Apache Spark and Apache Mesos projects
Why there are no shortcuts to machine learning
As long as companies understand that good data science takes time in an enterprise, and give these people room to learn and grow, they won’t need shortcuts
Why we lose out if we leave everything to algorithms
If we trust a measurement system wholly to data and algorithms, will it inevitably be gamed by the humans it measures?
How to build stateful streaming applications with Apache Flink
Take advantage of Flink’s DataStream API, ProcessFunctions, and SQL support to build event-driven or streaming analytics applications
Quick guide: Learn to crunch big data with R
Get started using the open source R programming language to do statistical computing and graphics on large data sets
Introducing BigQuery ML for building predictive models with SQL
Google’s beta extension performs linear regression forecasting and binary logistic classification in the BigQuery data warehouse
Big data: enabling new approaches to IT infrastructure security
Big data technologies and advanced analytics, including AI, are promising a way to get ahead of cyber threats
3 big data platforms look beyond Hadoop
Learn how the Cloudera, Hortonworks, and MapR data platforms are evolving to meet the demands for real-time analytics and machine learning
Data lakes: Just a swamp without data governance and catalog
Most businesses’ data lakes are merely repositories of undefined data sets from multiples sources, resulting in data swamps
Build an IoT analytics solution with big data tools
The Internet of things seems futuristic, but real systems are delivering real analytics value today. Here’s some real-world IoT advice from the field
How to get real value from big data in the cloud
Cloud computing makes big data affordable, but few companies know how to actually take actual advantage of it
What is Julia? A fresh approach to numerical computing
A “no compromises” programming language for data scientists, Julia combines the ease of a dynamic language with the speed of a compiled language
In an age of fake news, is there really such a thing as fake data?
The pitfalls and benefits of using synthetic data to train AI algorithms
It’s time we tapped APIs for business analytics
With so much information flowing through APIs, the API management system offers a central hub for business insight
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