AI, BigData & HPC Digest # 1 (May 7 - June 3)

The FlyElephant team has prepared a fresh release of the digest, which includes a selection with links to news and materials in the following areas: artificial intelligence, big data and high-performance computing. Enjoy reading!



news

• R leads RapidMiner, Python catches up, Spark ignites, Big Data tools grow
• Your questions about Data Science
• Google says its speech recognition technology
• 'Deep Learning' Will Soon Give Us Super-Smart Robots
• 100 Best Data Science Companies to Work for in 2015
• NAG Library adds New Algorithms for Application Developers
• AMD Refreshes Roadmap, Transitions Back to HPC
• A comparison of high-performance computing techniques in R
• Creator Mathematica introduced its own image recognition system
• Google Offers Cheaper Upgrade Jobs
• Announcing AWS Educate: a Free Resource for Cloud Learning
• R vs. Python - The Infographic

Articles

• 12 Best Free Ebooks for Machine Learning
• Top 10 data mining algorithms in plain English
• Jumping NLP Curves: A Review of Natural Language Processing Research
• The data science ecosystem
• Origami Robot Folds Itself Up, Does Cool Stuff, Dissolves Into Nothing
• Deep learning (can be read through sci-hub.org)
• Introduction to Neural Machine Translation with GPUs (part 1)
• GPU-Accelerated in Cloud with Teraproc Cluster-as-a-Service
• The Unreasonable Effectiveness of Recurrent Neural Networks
• Artificial Intelligence, Big Data, and Disinformation Technologies: An Interview with Professor Berkeley
• 5 Reasons Data Analytics in the Cloud Will Take Center Stage in 2015
• How to Get Your Own RSDudio Server and Shiny Server with DigitalOcean
• Playing with elastichoney data in R
• Git pushing Shiny Apps with Docker & Dokku
• Interview: Dmitry Ustalov about NLP technologies and Russian processing features
• Using Azure as an R Data Source, Part 1
• Using Azure as an R: datasource: Part 2 - Pulling data from MySQL / MariaDB
• From JSON to Tables
• streaming machine learning with RMOA: stream_in> train> predict
• SparkR preview by Vincent Warmerdam

Videos and presentations

• HP Labs Reveals Progress on The Machine
• The Fallen of World War II
• (50X) previously-unseen towels
• Lectures of the Technosphere. Semester 2 Methods for distributed processing of large amounts of data in Hadoop
• IEEE Conference on Computational Intelligence and Games
• YouTube: Top 5 Most Popular Machine Learning Videos
• HPC Trends in the Trenches 2015 with Chris Dagdigian
• Docker, Monitoring and SLURM Dashboards
• OpenACC for Fortran Programmers
• Introduction to Deep Learning with Python
• Hadoop 101: Top 10 Hadoop Learning Videos
• Enabling OpenACC Performance Analysis
• Achieving Near-Native GPU Performance in the Cloud
• Data Science in Today's Marketplace
• Simulating Global Atmosphere with NICAM on TSUBAME2.5 Using OpenACC
• Comparing OpenACC and OpenMP Performance and Programmability
• High Performance Computing with Python
• Seeking Volunteer Parallel Boards for Virtual Supercomputer

Digests

• Big Data Digest # 1. Data visualization
• Digest of interesting articles (May 2015)

activity

• FlyElephant's first webinar on " Meet the FlyElephant " / June 11
• OpenMPCon / Aachen, Germany / September 28-30
• COMSOL Conference 2015
• HiPEAC conference / Prague, Czech Republic / January 18-20

I would be grateful for any suggestions and suggestions for improving the digest. If you want to share with all useful links, send me at digest@flyelephant.net - I will definitely include them in the next release of the digest.

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