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Data Scientist's Diary

Thursday, July 16, 2015. ICML 2015 Word Cloud. Nice visualisation from Andrew Collier. It is word cloud of 300 most popular words from accepted ICML2015 papers. Methodology of this word cloud generation: http:/ www.exegetic.biz/blog/2015/07/constructing-word-cloud-for-icml-2015/. List of presented papers can be found here: http:/ icml.cc/2015/? Tuesday, July 14, 2015. Recommendation papers from ArXiv. Sometimes you found some idea and wondering, why you are not implemented it earlier. Monday, May 11, 2015.

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Data Scientist's Diary | datascientistdiary.blogspot.com Reviews
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Thursday, July 16, 2015. ICML 2015 Word Cloud. Nice visualisation from Andrew Collier. It is word cloud of 300 most popular words from accepted ICML2015 papers. Methodology of this word cloud generation: http:/ www.exegetic.biz/blog/2015/07/constructing-word-cloud-for-icml-2015/. List of presented papers can be found here: http:/ icml.cc/2015/? Tuesday, July 14, 2015. Recommendation papers from ArXiv. Sometimes you found some idea and wondering, why you are not implemented it earlier. Monday, May 11, 2015.
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Data Scientist's Diary | datascientistdiary.blogspot.com Reviews

https://datascientistdiary.blogspot.com

Thursday, July 16, 2015. ICML 2015 Word Cloud. Nice visualisation from Andrew Collier. It is word cloud of 300 most popular words from accepted ICML2015 papers. Methodology of this word cloud generation: http:/ www.exegetic.biz/blog/2015/07/constructing-word-cloud-for-icml-2015/. List of presented papers can be found here: http:/ icml.cc/2015/? Tuesday, July 14, 2015. Recommendation papers from ArXiv. Sometimes you found some idea and wondering, why you are not implemented it earlier. Monday, May 11, 2015.

INTERNAL PAGES

datascientistdiary.blogspot.com datascientistdiary.blogspot.com
1

Data Scientist's Diary: October 2014

http://www.datascientistdiary.blogspot.com/2014_10_01_archive.html

Friday, October 17, 2014. Updating R on Ubuntu. Tested on Ubuntu 14.04 and R 3.1.1, old R version 3.0.2]. Sudo add-apt-repository ppa:marutter/rrutter sudo apt-get update sudo apt-get upgrade sudo apt-get install r-base r-base-dev. Thursday, October 16, 2014. How to became a data scientists? Coursera offers two specialization, which can help you:. Data science by Johns Hopkins University. Data mining by University of Illinois. Subscribe to: Posts (Atom). Updating R on Ubuntu.

2

Data Scientist's Diary: Words similarity

http://www.datascientistdiary.blogspot.com/2015/04/words-similarity.html

Friday, April 17, 2015. Finding words (sentences, documents) with the same meaning is general problem for NLP (Natural Language Processing). Deep learning helps improve this field of science. For example, word2vec approach helps you derive from text corpus some things with relationship like "man to king" as "women to? Should be replaced by "queen". It's amazing stuff. In addition, you can train not just similarity word-to-word but also word-to-sequence of words. Https:/ code.google.com/p/word2vec/.

3

Data Scientist's Diary: May 2015

http://www.datascientistdiary.blogspot.com/2015_05_01_archive.html

Monday, May 11, 2015. Emoji natural language processing. In Instagram Engineering Blog. You can read about NLP techniques for discovering "context" of emoji. Like this one on the picture. For mapping every emoji to metric space and t-SNE as visualisation tool. Full texts of articles:. Emojineering Part 1: Machine Learning for Emoji Trends. Emojineering Part 2: Implementing Hashtag Emoji. Subscribe to: Posts (Atom). Emoji natural language processing. Simple template. Powered by Blogger.

4

Data Scientist's Diary: November 2014

http://www.datascientistdiary.blogspot.com/2014_11_01_archive.html

Friday, November 28, 2014. Helping Santa's Helpers Kaggle Competition. You can help elves in Santa Workshop pack toys in most efficient way and win $20,000. Only 40 days left! More about compettition: http:/ www.kaggle.com/c/helping-santas-helpers. Friday, November 21, 2014. You can read a bit old, but great article from IBM Developers. Wednesday, November 12, 2014. Plotting multiple graphs on one page. R ggplot2 is my favourite tools for building plots. Today I need to have few graphs on one page.

5

Data Scientist's Diary: Emoji natural language processing

http://www.datascientistdiary.blogspot.com/2015/05/emoji-natural-language-processing.html

Monday, May 11, 2015. Emoji natural language processing. In Instagram Engineering Blog. You can read about NLP techniques for discovering "context" of emoji. Like this one on the picture. For mapping every emoji to metric space and t-SNE as visualisation tool. Full texts of articles:. Emojineering Part 1: Machine Learning for Emoji Trends. Emojineering Part 2: Implementing Hashtag Emoji. December 3, 2015 at 9:45 AM. Mobile Health Apps and Solutions Market Report. Password Management Market Report.

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Energy Blog: ICML 2015

http://energyfirefox.blogspot.com/2015/07/icml-2015.html

Analysis, data mining and visualization. Понеділок, 27 липня 2015 р. ICML (International Conference of Machine Learning) - друга по значущості в світі в галузі машинного навчання ( link. Цьогорічна конференція складалась з трьох частин:. Туторіали, 1день. Цікавими були:. Natural Language Understanding: Foundations and State-of-the-Art ( slides. Policy Search: Methods and Applications ( slides. Advances in Structured Prediction ( slides. Власне конференція, 3 дні. 6 потоків презентацій статей одночасно&#4...

energyfirefox.blogspot.com energyfirefox.blogspot.com

Energy Blog: Скільки коштує квартира у Львові?

http://energyfirefox.blogspot.com/2012/12/blog-post.html

Analysis, data mining and visualization. Вівторок, 11 грудня 2012 р. Скільки коштує квартира у Львові? Яка адекватна ціна квартири? Сьогодні спробуємо це визначити для Львова з допомогою методів лінійної регресії. Дані взято з сайту dom.ria.ua. Після очищення даних маємо дані про 776 об'єктів. 1st Qu.: 35000. 1st Qu.: 51250. 1st Qu.: 65000. 3rd Qu.: 48000. 3rd Qu.: 77012. Min : 33.00. Min : 48.00. 1st Qu.:30.00. 1st Qu.: 46.00. 1st Qu.: 64.40. Median : 53.00. Median : 70.00. Mean : 56.08. Mean : 77.32.

energyfirefox.blogspot.com energyfirefox.blogspot.com

Energy Blog: TED Talk згенерований нейронною мережею

http://energyfirefox.blogspot.com/2015/07/ted-talk.html

Analysis, data mining and visualization. Пʼятниця, 31 липня 2015 р. TED Talk згенерований нейронною мережею. Реккурентна нейронна мережа тренувалась на записах текстів TED talks. На відео Juergen Shmidhuber. Підписатися на: Дописати коментарі (Atom). About Data Science in English:. Скільки коштує квартира у Львові? Типи діаграм та їх використання. Денежная и не денежная мотивация: компенсации и поощрения. Рекомендаційні системи. Огляд. Morning@Lohika: Introduction to Data Science. Data mining with Ubuntu.

energyfirefox.blogspot.com energyfirefox.blogspot.com

Energy Blog: Process Mining: Data Science in Action від Coursera

http://energyfirefox.blogspot.com/2015/01/process-mining-data-science-in-action.html

Analysis, data mining and visualization. Понеділок, 19 січня 2015 р. Process Mining: Data Science in Action від Coursera. Назва курсу досить інтригуюча, насправді все достатньо просто:. Є лог подій - з нього будуємо модель поведінки (враховуючи overfitting. Тобто модель повинна пояснювати більшість кейсів, які відбулись але й бути достатньо гнучкою, щоб майбутні кейси теж нею описувались). В залежності від мети, дослідження процесів може включати:. Типову поведінка (користувачів, працівників, .);. Денежн...

energyfirefox.blogspot.com energyfirefox.blogspot.com

Energy Blog: edX Apache Spark course certificate

http://energyfirefox.blogspot.com/2015/07/edx-apache-spark-course-certificate.html

Analysis, data mining and visualization. Вівторок, 14 липня 2015 р. EdX Apache Spark course certificate. Підписатися на: Дописати коментарі (Atom). About Data Science in English:. Скільки коштує квартира у Львові? Типи діаграм та їх використання. Денежная и не денежная мотивация: компенсации и поощрения. Рекомендаційні системи. Огляд. Morning@Lohika: Introduction to Data Science. Data mining with Ubuntu. Data Manipulation at Scale: Systems and Algorithms. Аналізуємо статті з NIPS 2015.

energyfirefox.blogspot.com energyfirefox.blogspot.com

Energy Blog: AI meetup у Львові

http://energyfirefox.blogspot.com/2015/04/ai-meetup.html

Analysis, data mining and visualization. Четвер, 16 квітня 2015 р. AI meetup у Львові. Презентація про часові ряди та визначення цін з SlideShare автора:. Підписатися на: Дописати коментарі (Atom). About Data Science in English:. Скільки коштує квартира у Львові? Типи діаграм та їх використання. Денежная и не денежная мотивация: компенсации и поощрения. Рекомендаційні системи. Огляд. Morning@Lohika: Introduction to Data Science. Data mining with Ubuntu. Data Manipulation at Scale: Systems and Algorithms.

energyfirefox.blogspot.com energyfirefox.blogspot.com

Energy Blog: Scalable Machine Learning Certificate

http://energyfirefox.blogspot.com/2015/08/scalable-machine-learning-certificate.html

Analysis, data mining and visualization. Пʼятниця, 7 серпня 2015 р. Scalable Machine Learning Certificate. Підписатися на: Дописати коментарі (Atom). About Data Science in English:. Скільки коштує квартира у Львові? Типи діаграм та їх використання. Денежная и не денежная мотивация: компенсации и поощрения. Рекомендаційні системи. Огляд. Morning@Lohika: Introduction to Data Science. Data mining with Ubuntu. Data Manipulation at Scale: Systems and Algorithms. Аналізуємо статті з NIPS 2015.

energyfirefox.blogspot.com energyfirefox.blogspot.com

Energy Blog: Mining Massive Datasets

http://energyfirefox.blogspot.com/2014/12/mining-massive-datasets.html

Analysis, data mining and visualization. Пʼятниця, 12 грудня 2014 р. Закінчився курс Mining Massive Datasets. Він був тяжчим, ніж зазвичай курси від Coursera. Якщо вам потрібно застосовувати data mining техніки на великих даних - це саме те, що ви шукали. До того ж тут. Можна завантажити безкоштовну книгу. Трохи статистики по сертифікатах: 2454 сертифікати про закінчення, з них 936 "з відзнакою". 12 грудня 2014 р. о 14:46. Найтяжче було слухати монотоний голос лектора = ). About Data Science in English:.

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Energy Blog: Як я провела літо і трохи осені)

http://energyfirefox.blogspot.com/2014/10/blog-post.html

Analysis, data mining and visualization. Четвер, 16 жовтня 2014 р. Як я провела літо і трохи осені). Це літо виявилось настільки багатим на події, що пишу про це аж в жовтні : ). Тепер займаюсь data science для healthcare. 2 Виступила на Lviv IT Arena. З розповіддю про Kaggle. Kaggle - global Data Science community. 3 Пройшла кілька курсів на Coursera:. Два з data science спеціалізації. І три більш загальних:. Як розробляти прототипи хорошого продукту). 4 Пройшла навчання в автошколі і отримала права.

energyfirefox.blogspot.com energyfirefox.blogspot.com

Energy Blog: Data mining with Ubuntu.

http://energyfirefox.blogspot.com/2010/12/data-mining-with-ubuntu.html

Analysis, data mining and visualization. Середа, 22 грудня 2010 р. Data mining with Ubuntu. There are many cool tools for data mining in Ubuntu. Below you can see the list of them and the short description of each tool. The module's features include:. Computing distance matrices from observation vectors. Generating hierarchical clusters from distance matrices. Computing statistics on clusters. Cutting linkages to generate flat clusters. Visualizing clusters with dendrograms. Python data processing framew...

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Data Scientist's Diary

Thursday, July 16, 2015. ICML 2015 Word Cloud. Nice visualisation from Andrew Collier. It is word cloud of 300 most popular words from accepted ICML2015 papers. Methodology of this word cloud generation: http:/ www.exegetic.biz/blog/2015/07/constructing-word-cloud-for-icml-2015/. List of presented papers can be found here: http:/ icml.cc/2015/? Tuesday, July 14, 2015. Recommendation papers from ArXiv. Sometimes you found some idea and wondering, why you are not implemented it earlier. Monday, May 11, 2015.

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Data Scientist Insights – Using Data Sciences and Artificial Intelligence to Explore the Darkest Places on Earth

Using Data Sciences and Artificial Intelligence to Explore the Darkest Places on Earth. Using Economic Value to Reduce Artificial Intelligence Development Risks. March 9, 2018. Bull; ( 0. Most enterprise artificial intelligence projects fail. They suffer from a fundamental flaw that prevents them from achieving their stated business goals. The flaw is so deep and so embedded that it can’t be engineered away or risk managed out. The… Read More ›. March 3, 2018. Bull; ( 0. February 18, 2018. Bull; ( 0.

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