AI, BigData & HPC Digest #3
Привет!
Наша команда FlyElephant [1] хочет поздравить всех с наступающим Новым Годом, пожелать всего самого лучшего и успешной реализации всех задуманных проектов в предстоящем году, а чтобы на выходных было что почитать, публикуем свежий номер дайджеста. Сегодня в выпуске традиционная подборка интересных ссылок на новости и материалы по направлениям: искусственный интеллект, большие данные и высокопроизводительные вычисления.
14-го января мы проведем вебинар на тему "Введение в машинное обучение [2]", на котором поговорим об истории и основных понятиях машинного обучения. Рассмотрим популярные задачи/алгоритмы машинного обучения, а также запустим их примеры при помощи платформы FlyElephant [1] и узнаем как возможно использовать данную платформу для решения задач искусственного интеллекта. Зарегистрироваться на вебинар можно здесь [2].
Статьи
- 2015 Data Science Salary Survey [3]
- FUN WITH HEATMAPS AND PLOTLY [4]
- An R function return and assignment puzzle [5]
- Software development skills for data scientists [6]
- The Top 3 Big Data Trends of 2016 [7]
- Get The Best R Books For Just $5 [8]
- IoT And Big Data – The What, Why and What Next [9]
- K Means Clustering in R [10]
- 5 Trends That Will Drive Big Data in 2016 [11]
- 10 Big Data predictions for 2016 [12]
- Network charts of commuting in New Zealand with R and D3 [13]
- 25 Java Machine Learning Tools & Libraries [14]
- R and Python: Gradient Descent [15]
- 12 Amazing Big Data Success Stories for 2016 [16]
- 6 MACHINE LEARNING VISUALIZATIONS MADE IN PYTHON AND R [17]
- The future of analytics – top 5 predictions for 2016 [18]
- Big Data in 2016: Cloudy, with a Chance of Disappointment, Disillusionment, and Disruption [19]
- HERE'S WHAT WE CAN EXPECT FROM DEEP LEARNING IN 2016 AND BEYOND [20]
- Google rejects military funding for its advanced humanoid robot [21]
- Analyzing networks of characters in 'Love Actually' [22]
- 50 Deep Learning Software Tools and Platforms, Updated [23]
- Investing In Artificial Intelligence [24]
- Cheat Sheet: Data Visualization with R [25]
- The current state of machine intelligence 2.0 [26]
- Top 10 Machine Learning Algorithms [27]
Видео и презентации
- Profiling at Scale [28]
- Blazegraph Accelerates Graph Computing with GPUs [29]
- SC15 Video: Mellanox’s Gilad Shainer on Co-design, Exascale, UCX, and More [30]
- Design Thinking for Data Science [31]
- Using OpenMP at NERSC [32]
- How Much Does it Cost to Run an HPC Server in the Cloud? [33]
- 32nd International Conference on Machine Learning (ICML), Lille 2015 [34]
- Beating Python's GIL to Max Out Your CPUs [35]
Мероприятия
- EMiT 2016 Emerging Technologies Conference, June 2-3, Barcelona [36]
- DeepHack.Q&A, January 31 — February 6, Moscow [37]
- International HPC Summer School 2016, June 26 – July 1, Ljubljana [38]
- HPCS 2016, July 18 – 22, Innsbruck [39]
Дайджесты
- Data Elixir: ISSUE 67 [40]
- AI Weekly: ISSUE 28 [41]
- 10 Bits: the Data News Hotlist ISSUE 52 [42]
- KDnuggets ISSUE 42 [43]
- BEST OF THE VISUALISATION WEB… NOVEMBER 2015 [44]
Буду благодарен за любые пожелания и предложения по улучшению дайджеста. Если Вы хотите поделиться со всеми полезными ссылками, присылайте мне на digest@flyelephant.net — я обязательно включу их в следующий выпуск дайджеста.
← Прошлый [45] выпуск дайджеста.
Автор: FlyElephant
Источник [46]
Сайт-источник PVSM.RU: https://www.pvsm.ru
Путь до страницы источника: https://www.pvsm.ru/news/107723
Ссылки в тексте:
[1] FlyElephant: http://flyelephant.net/
[2] Введение в машинное обучение: https://flyelephant.clickwebinar.com/vvedenie-v-mashinnoe-obuchenie/register
[3] 2015 Data Science Salary Survey: https://www.oreilly.com/ideas/2015-data-science-salary-survey
[4] FUN WITH HEATMAPS AND PLOTLY: http://moderndata.plot.ly/fun-with-heatmaps-and-plotly/
[5] An R function return and assignment puzzle: http://www.win-vector.com/blog/2015/12/an-r-function-return-and-assignment-puzzle/
[6] Software development skills for data scientists: http://www.kdnuggets.com/2015/12/software-development-skills-data-scientists.html
[7] The Top 3 Big Data Trends of 2016: http://insidebigdata.com/2015/12/29/the-top-3-big-data-trends-of-2016/
[8] Get The Best R Books For Just $5: http://thinktostart.com/get-best-r-books-just-5/
[9] IoT And Big Data – The What, Why and What Next: http://bigdataanalyticsnews.com/iot-and-big-data-the-what-why-and-what-next/
[10] K Means Clustering in R: http://datascienceplus.com/k-means-clustering-in-r/
[11] 5 Trends That Will Drive Big Data in 2016: http://hpc-asia.com/5-trends-that-will-drive-big-data-in-2016/
[12] 10 Big Data predictions for 2016: http://bigdataanalyticsnews.com/10-big-data-predictions-for-2016/
[13] Network charts of commuting in New Zealand with R and D3: http://ellisp.github.io/blog/2015/12/26/commuting-network/
[14] 25 Java Machine Learning Tools & Libraries: http://bigdataanalyticsnews.com/25-java-machine-learning-tools-libraries/
[15] R and Python: Gradient Descent: http://alstatr.blogspot.com/2015/12/r-and-python-gradient-descent.html
[16] 12 Amazing Big Data Success Stories for 2016: https://datafloq.com/read/12-amazing-big-data-success-stories-for-2016/1770
[17] 6 MACHINE LEARNING VISUALIZATIONS MADE IN PYTHON AND R: http://moderndata.plot.ly/machine-learning-visualizations-made-in-python-and-r/
[18] The future of analytics – top 5 predictions for 2016: http://www.kdnuggets.com/2015/12/future-analytics-top-5-predictions-2016.html
[19] Big Data in 2016: Cloudy, with a Chance of Disappointment, Disillusionment, and Disruption: http://insidebigdata.com/2015/12/24/big-data-in-2016-cloudy-with-a-chance-of-disappointment-disillusionment-and-disruption/
[20] HERE'S WHAT WE CAN EXPECT FROM DEEP LEARNING IN 2016 AND BEYOND: https://re-work.co/blog/deep-learning-experts-discuss-the-next-5-years
[21] Google rejects military funding for its advanced humanoid robot: http://www.theverge.com/2014/3/21/5534090/google-rejects-darpa-funding-for-one-of-its-new-robotics-companies
[22] Analyzing networks of characters in 'Love Actually': http://varianceexplained.org/r/love-actually-network/
[23] 50 Deep Learning Software Tools and Platforms, Updated: http://www.kdnuggets.com/2015/12/deep-learning-tools.html
[24] Investing In Artificial Intelligence: http://techcrunch.com/2015/12/25/investing-in-artificial-intelligence/
[25] Cheat Sheet: Data Visualization with R: http://www.datasciencecentral.com/group/tutorials/forum/topics/cheat-sheet-data-visualization-with-r
[26] The current state of machine intelligence 2.0: https://www.oreilly.com/ideas/the-current-state-of-machine-intelligence-2-0
[27] Top 10 Machine Learning Algorithms: http://www.datasciencecentral.com/profiles/blogs/top-10-machine-learning-algorithms
[28] Profiling at Scale: https://www.youtube.com/watch?v=WklGmskNDWM
[29] Blazegraph Accelerates Graph Computing with GPUs: http://insidehpc.com/2015/12/blazegraph/
[30] SC15 Video: Mellanox’s Gilad Shainer on Co-design, Exascale, UCX, and More: http://www.hpcwire.com/2015/12/21/23644/
[31] Design Thinking for Data Science: http://youtu.be/LQ9HWNtlggU
[32] Using OpenMP at NERSC: http://insidehpc.com/2015/12/57165/
[33] How Much Does it Cost to Run an HPC Server in the Cloud?: http://insidehpc.com/2015/12/hpccloudcost/
[34] 32nd International Conference on Machine Learning (ICML), Lille 2015: http://videolectures.net/icml2015_lille/
[35] Beating Python's GIL to Max Out Your CPUs: https://youtu.be/gVBLF0ohcrE
[36] EMiT 2016 Emerging Technologies Conference, June 2-3, Barcelona: http://emit.tech/
[37] DeepHack.Q&A, January 31 — February 6, Moscow: http://qa.deephack.me/
[38] International HPC Summer School 2016, June 26 – July 1, Ljubljana: http://ihpcss2016.hpc.fs.uni-lj.si/
[39] HPCS 2016, July 18 – 22, Innsbruck : http://hpcs2016.cisedu.info/home
[40] Data Elixir: ISSUE 67: http://dataelixir.com/issues/67
[41] AI Weekly: ISSUE 28: http://aiweekly.co/issues/28
[42] 10 Bits: the Data News Hotlist ISSUE 52: https://www.datainnovation.org/2015/12/10-bits-the-data-news-hotlist-52/
[43] KDnuggets ISSUE 42: http://www.kdnuggets.com/2015/n42.html
[44] BEST OF THE VISUALISATION WEB… NOVEMBER 2015: http://www.visualisingdata.com/2015/12/best-of-the-visualisation-web-november-2015/
[45] ← Прошлый: http://habrahabr.ru/company/flyelephant/blog/268327/
[46] Источник: http://habrahabr.ru/post/274335/
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