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AI, BigData & HPC Digest
Команда
FlyElephant
подготовила дайджест, включающий в себя подборку ссылок на интересные материалы по направлениям: искусственный интеллект, большие данные и высокопроизводительные вычисления.
Статьи
A Data-Backed Approach: The Top 100 Big Data Experts to Follow in 2016
Deep Learning with Spark and TensorFlow
Intro to Sound Analysis with R
Using PostgreSQL in R: A quick how-to
Deep Learning Glossary – WildML
Set up RStudio in the cloud to work with GitHub
R Programming Tutorials
Dirt Simple HPC: Making the Case for Julia
Apache Spark in 2015 – Year in Review
A gentle introduction to parallel computing in R
16 analytic disciplines compared to data science
RcppParallel: Getting R and C++ to work (some more) in parallel
The State of Data Science in 2016
Fun Data for teaching R
Enterprise usages boost HPC
Deep Learning with Spark and TensorFlow
4 predictions for NoSQL technologies in 2016
Power and Glory: World’s Top 10 Supercomputers
Видео и презентации
Video: An Overview of Supercomputing
Video: Mars – A 64-Core ARMv8 Processor
Presentation: GPU Computing for Data Science
Video: Massive Data Sheds Light on Your Microbiome
Video: Microsoft Azure for Engineering Analysis and Simulation
Video: “Data Science: Where Are We Going?” – Dr. DJ Patil|HPC ASIA
Video:Data Science 101: Recursive Deep Learning
Big Data Analytics with Hadoop
Prepping Data for Analysis using R – Win-Vector Blog
Video: Using Google Compute Engine Pre-Emptible VMs for Cancer Research — insideHPC
Мероприятия
The Role of Text Mining at Boehringer Ingelheim Pharmaceuticals
insideHPC Manufacturing Webinar
PASC16 Conference
Call for Submissions: GPU Hackathon at the University of Delaware
International HPC Summer School 2016
Teach Yourself Deep Learning with TensorFlow and Udacity
EuroMPI 2016: Edinburgh September | The 23rd European MPI Users' Group Meeting
SUPERCOMPUTING FRONTIERS
Книги и журналы
Must Read Books for Beginners on Big Data, Hadoop and Apache Spark
Volume 7/2, December 2015. The R Journal
50+ Free Data Science Books
27 Free Data Mining Books
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