InfoQ Homepage Frameworks Content on InfoQ
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Comparing Deep Learning Frameworks
Jeffrey Shomaker covers the different types of deep learning frameworks and then focuses on neural networks, including business uses and 4 of the main systems (eg. Tensor Flow) that are open sourced.
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Disciplined Agile Business Agility - One Size Does Not Fit All
Scott Ambler introduces the DA framework, describing strategies at the enterprise level currently being applied in organizations around the world.
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Products and Prototypes with Keras
Micha Gorelick shows how to build a working product with Keras, a high-level deep learning framework, discussing design decisions, and demonstrating how to train and deploy a model.
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Deep Learning at Scale
Scott Le Grand describes his work at NVidia, Amazon and Teza, including the DSSTNE distributed deep learning framework.
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MongoDB Aggregation - Going Way beyond the Query
Nuri Halperin discusses the aggregation framework in MongoDB, explaining the pipeline architecture, major operators, and how to put it all together in interesting and effective ways.
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Lean Innovation in Insurance with Cognizant Digital Foundry
Satish Venkatesan and Rag Ramanathan talk about Cognizant cloud-native digital business solutions and platforms that support the business and next-gen IT transformations within insurers.
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Towards Organizational Alignment and Agility
Ben Ross discusses using the Objectives and Key Results framework and Lean startup to drive operational efficiency, and how the framework’s design improves organizational alignment and performance.
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Hydrator: Open Source, Code-Free Data Pipelines
Jonathan Gray introduces Hydrator, an open source framework and user interface for creating data lakes for building and managing data pipelines on Spark, MapReduce, Spark Streaming and Tigon.
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Unlocking the “Secret Sauce” of Great Teams
Heather Fleming discusses two frameworks that can be used with individuals to improve communication, increase empathy and establish the psychologically safe environment a team needs to thrive.
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Awesome Super-Problems
Luke Hohmann shows how Innovation Games have evolved into scalable multidimensional frameworks that are being used by agilists around the world to tackle various problems.
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Phoenix and Elm – Making the Web Functional
Chris McCord and Evan Czaplicki keynote on the birth, development and benefits of using their respective tools they created for web development: Phoenix and Elm.
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Image Processing for iOS
Simon Gladman overviews some of the image processing techniques available to iOS developers and three frameworks offered by Apple: Core Image, Accelerate/vImage and Metal.