InfoQ Homepage AI, ML & Data Engineering Content on InfoQ
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UK Supermarket Launches Machine Learning Sommelier
The UK arm of German supermarket company Lidl has launched a Facebook Messenger-based chatbot, designed to help customers choose the right wine to compliment their food or occasion.The chatbot, named Margot, uses a unique approach to NLU and can interact with shoppers to provide answers to frequently asked questions, pairing wines with food, finding a wine and taking a quiz.
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MongoDB 4.0 to Include Multi-Document Transactions
Since MongoDB acquired WiredTiger and their relational database storage engine, technologists have been speculating on when MongoDB would support multi-document transactions. With this week’s announcement, the expectation is that they’ll be ready this summer as part of MongoDB 4.0.
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Roadmap for AngularJS and Angular
AngularJS will have one more major release then it will enter a three-years period of LTS, while Angular continues the cycle of a major release every six months.
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Autonomous Vehicles Became Better at Predicting Lane-Changes
Researchers created an algorithm that allows self-driving cars to predict lane-changes of the surrounding cars. The system works by using a deep-learning technique called Long Short-Term Memories (LSTMs). Although the most likely scenario on the highway is that every car stays in its own lane, their algorithm was able to slightly improve on this baseline prediction.
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Managing and Operating Kafka Clusters in Kubernetes
Nenad Bogojevic, platform solutions architect at Amadeus, spoke at KubeCon + CloudNativeCon North America 2017 Conference on how to run and manage Kafka clusters in Kubernetes environment. He talked about provisioning Kafka clusters and configuring them using Kubernetes custom resources or ConfigMaps.
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The Relationship between Team Emotion and Delivery
AI firm Deep Affects studied Jira projects, presenting a relationships between emotional health and team productivity. Their findings are also supported by Gallup's 2017 State of the Workforce survey which indicates the cost of not having emotionally engaged teams.
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Google Cloud Platform Recommends Strong Consistency in Data Stores
A recent post on the Google Cloud Platform blog recommends strong consistency in the data layer, which helps in creating an application platform that reduces complexity and the potential for bugs.
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Neural Networks Trained on Images for Autonomous Vehicles Allow Drones to Navigate through Streets
A research team at the University of Zurich published a paper detailing how they got drones to fly on street-level in a safe manner. To predict the steering angles and possible collisions the researchers created a deep neural network. It produces a steering angle to navigate the drone itself, and a collision probability so the drone can recognize dangerous situations and react to them.
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Q&A on Machine Learning and Kubernetes with David Aronchick of Google from Kubecon 2017
InfoQ caught up with David Aronchick, product manager at Google and contributor to Kubeflow about the synergy between Kubernetes and Machine Learning at Kubecon 2017.
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Machine Learning and Artificial Intelligence - Two Conferences to Attend in 2018
The IEEE publishes an annual list of the Top 10 Technology Trends for each upcoming year. Making the list for 2018 are multiple topics surrounding artificial intelligence and machine learning. Deep learning comes in as the IEEE hottest trend for 2018.
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Microservices Resiliency and Fault Tolerance Using Istio and Kubernetes
Animesh Singh and Tommy Li from IBM spoke at the recent KubeCon + CloudNativeCon North America 2017 Conference about the microservices resiliency and fault tolerance leveraging Istio framework. They also showed how to configure and use circuit breakers and other resiliency features using Istio.
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Deep Image Priors on Neural Networks with No Training
Researchers at Oxford and Skoltech develop a generative neural network that successfully renders deep-image priors with no training.
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Hazelcast Joins the Eclipse Foundation
Hazelcast, a provider in open source In-Memory Data Grid (IMDG), recently joined the Eclipse Foundation to work with the other members of the Eclipse community to mainly focus on JCache, Eclipse MicroProfile, and EE4J. Greg Luck, CEO at Hazelcast, spoke to InfoQ about Hazelcast joining the Eclipse Foundation.
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Modern Big Data Pipelines over Kubernetes
Container management technologies like Kubernetes make it possible to implement modern big data pipelines. Eliran Bivas, senior big data architect at Iguazio, spoke at the recent KubeCon + CloudNativeCon North America 2017 Conference about big data pipelines and how Kubernetes can help develop them.
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Building GPU Accelerated Workflows with TensorFlow and Kubernetes
Daniel Whitenack spoke at the recent KubeCon + CloudNativeCon North America 2017 Conference about GPU based deep learning workflows using TensorFlow and Kubernetes technologies. He discussed the open source data pipeline framework Pachyderm.