Tag: Big data
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Behavior-Based attribution using Google BigQuery ML
Posted on February 12, 2020, Level intermediate Resource Length medium
Constantine Yurevich is author of this article in which he argues why you should create a custom attribution tool. With out-of-the-box tools, you're limited by their functionality, data transformations, models, and heuristics.
Tags big-data machine-learning cloud
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Can wearables keep up with us?
Posted on February 10, 2020, Level beginner Resource Length medium
Brinnae Bent and Jessilyn Dunn form Duke University wrote an article about wearable technology. Wearable technology has the potential to transform healthcare and research through accessible, continuous, and longitudinal health monitoring.
Tags software big-data data-science miscellaneous
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Embodied Learning is essential to Artificial Intelligence
Posted on February 9, 2020, Level beginner Resource Length medium
Jeff Hawkins has a principle that intuitively makes a lot of sense, yet is something that Deep Learning research has not emphasized enough. This is the notion of embodied learning. That is, biological systems learn from interacting with the environment. By Carlos E. Perez.
Tags software big-data data-science miscellaneous
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Covariant uses simple robot and gigantic neural net to automate warehouse picking
Posted on February 6, 2020, Level intermediate Resource Length long
A massive neural network connects cameras, a robot arm, and a suction gripper in Covariant's logistics system. By Evan Ackerman.
Tags miscellaneous big-data data-science iot servers
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Quantum computing for the very curious
Posted on February 2, 2020, Level intermediate Resource Length long
If aliens have computers, it's because computers are the answer to a question that naturally occurs to both human and alien civilizations. By Andy Matuschak and Michael Nielsen.
Tags how-to cloud data-science machine-learning big-data software
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The rise and fall of the OLAP Cube
Posted on January 30, 2020, Level beginner Resource Length long
One of the biggest shifts in data analytics over the past decade is the move away from building "data cubes", or "OLAP cubes", to running OLAP workloads directly on columnar databases. By Cedric Chin.
Tags big-data data-science miscellaneous database software-architecture
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Exploring an Apache Kafka to Pub/Sub migration: Major considerations
Posted on January 28, 2020, Level intermediate Resource Length medium
In many cases, Google's Pub/Sub messaging and event distribution service can successfully replace Apache Kafka, with lower maintenance and operational costs, and better integration with other Google Cloud services. By Leonid Yankulin.
Tags software-architecture apache streaming big-data machine-learning google
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TensorFlow 2 Tutorial: Get started in Deep Learning with tf.keras
Posted on January 17, 2020, Level advanced Resource Length long
Jason Brownlee wrote this tutorial to get you started with Deep Learning in TensorFlow. Predictive modeling with deep learning is a skill that modern developers need to know.
Tags big-data data-science python how-to learning
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Visualizing Keras neural networks with Net2Vis and Docker
Posted on January 16, 2020, Level advanced Resource Length long
Visualizing the structure of your neural network is quite useful for publications, such as papers and blogs. Written by @MachineCurve (Christian).
Tags big-data data-science python how-to
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Computer vision applications: The power and limits of deep learning
Posted on January 12, 2020, Level beginner Resource Length medium
This article is part of Demystifying AI, a series of posts that (try to) disambiguate the jargon and myths surrounding AI. By Ben Dickson.
Tags big-data machine-learning miscellaneous
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Predicting contract length with probabilistic programming
Posted on January 11, 2020, Level beginner Resource Length medium
An article by Antoine Hachez about Jobandtalent experience with applying Artificial Intelligence (AI) to real business problems.
Tags big-data data-science miscellaneous how-to
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How to conduct UX research if you're an introvert
Posted on December 30, 2019, Level beginner Resource Length short
If your goal is to gather as many insights as possible, you need to open your participant up. And how do you open someone up if you're scared yourself? Here are some things I learned along the way that you might find helpful. By Olga Wojnarowska.
Tags ux how-to big-data data-science management teams