Tag: Data and analytics
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Algorithm that learns through rewards may show how our brain does too
Posted on January 20, 2020, Level beginner Resource Length medium
By optimizing reinforcement-learning algorithms, DeepMind uncovered new details about how dopamine helps the brain learn. By Karen Hao.
Tags miscellaneous data-and-analytics leadership-and-career
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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 data-and-analytics backend-development how-to leadership-and-career
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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 data-and-analytics backend-development 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 data-and-analytics ai-and-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 data-and-analytics miscellaneous how-to
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Build and secure a GraphQL server with Node.js
Posted on January 7, 2020, Level beginner Resource Length long
A tutorial from the pen of Roy Derks. Learn how to handle authentication and authorization of a GraphQL server using Node.js and JWTs.
Tags frontend-and-mobile security-and-privacy backend-development data-and-analytics
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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 product-and-design how-to data-and-analytics leadership-and-career
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Practicing computer science skills anytime
Posted on December 29, 2019, Level beginner Resource Length medium
As parents, we are constantly getting advice on how to prepare our children for the future. At the same time, the tools they are using to learn, like tablets, computers, and the internet, may be very different than the ones we grew up with. By Katie Hessen, M.S.
Tags leadership-and-career software-engineering how-to data-and-analytics
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Using GraphQL to improve data hydration in our customer care platform and beyond
Posted on December 24, 2019, Level intermediate Resource Length long
Kunyao Liu from Uber Engineering about their Customer Obsession Engineering team and how they designed and developed a new web application to help solve customer support tickets with aggregated data hydrated across Uber's tech stack.
Tags data-and-analytics devops-and-ci-cd
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Geospatial queries, reinvented
Posted on December 12, 2019, Level interemediate Resource Length long
In this article author goes through the details of how Beat managed to achieve lightning fast queries during the driver dispatching process; getting the nearest driver to a passenger. by Fotis Papadopoulos.
Tags architecture-and-apis cloud-and-infrastructure data-and-analytics
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Kubernetes with OpenShift 101: Exercises to enhance your apps with machine learning
Posted on December 6, 2019, Level intermediate Resource Length medium
With containers, you can create a clean, virtual environment to set up and train your neural networks in. Then, you can deploy the neural networks at scale with the exact same same environment. Article by Mo Haghighi.
Tags ai-and-machine-learning data-and-analytics
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Explore and visualize a dataset with Python
Posted on November 29, 2019, Level beginner Resource Length medium
How to learn to create beautiful and insightful graphs with Python -- a code-along guide. By Fabian Bosler.
Tags data-and-analytics backend-development