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          Electronics and Software Patent Prosecution Agent - District of Columbia-Washington      Cache   Translate Page      
Washington, D.C. office of an AmLaw firm seeks electronics and software patent prosecution agent with preferably 2+ years of experience. The candidate should be experienced in preparing and prosecuting chip design and computer architecture-related applications. Must preferably have an aptitude for portfolio development and client counseling. Must have a USPTO Reg. No. and possess a degree in Computer Engineering, Computer Science, Electrical Engineering, or a related field. Must preferably have a background including technical work experience in a computer engineering field, an advanced Computer Engineering or Electrical Engineering degree, or significant prosecution experience in computer engineering fields, and experience or expertise in any one of network architecture, network hardware design, system-on-chip (SoC) design, neural networking, machine learning, or video codecs.must be detail oriented and have strong written and verbal skills.This Amlaw firm specializes in intellectual property and is committed to providing its associates with both a positive work environment and sophisticated work. Flexible scheduling and pro-bono work are aspects highly valued by the firm. This firm has also obtained its second perfect score on the Human Rights Campaign Foundation's Corporate Equality Index as "Best Place to Work" for LGBT equality.
          Comment on Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras by Jason Brownlee      Cache   Translate Page      
It can be, it depends on the specifics of the data.
          Success, citation of the article: On the Biotic Self-purification of Aquatic Ecosystems: Elements of the Theory. https://www.researchgate.net/publication/200567576; Dokl Biol Sci., 396: 206–211; Ostroumov S.A. (2004); November 2004, Doklady Biological Sciences, 396(1-6):206-211; DOI: 10.1023/B:DOBS.0000033278.12858.12; https://5bio5.blogspot.com/2019/02/succ.html ;      Cache   Translate Page      
Success, citation, of the article:
On the Biotic Self-purification of Aquatic Ecosystems: Elements of the Theory. https://www.researchgate.net/publication/200567576; Dokl Biol Sci. (Doklady Biological Sciences), 396: 206–211; Ostroumov S.A. (2004);
  • November 2004,
  • Doklady Biological Sciences, 396(1-6):206-211;
  • DOI: 
  • 10.1023/B:DOBS.0000033278.12858.12;
https://5bio5.blogspot.com/2019/02/succ.html ;
**

water, water quality, water purification, making water clean,
水,水质,净水,使水清洁,
Shuǐ, shuǐzhì, jìng shuǐ, shǐ shuǐ qīngjié,
الماء ، نوعية المياه ، تنقية المياه ، جعل المياه نظيفة ،
alma' , naweiat almiah , tanqiat almiah , jaeal almiah nazifatan ,
In this article, an innovative biological and ecological theory was formulated on how aquatic ecosystem functions towards improving water quality and water self-purification;
Stats on 9.02.2019:

35.9;
Sergei A. Ostroumov
Mohemid Al-Jebouri
David Philip Hamilton
33; according to ScholarGoogle 60+;
Yu 余 MingMiao 明妙
Mohammed. A. Hameed
Monica BUTNARIU
0 new
5;
·
Łukasz Paśko
Ali Bawasheakh Ahmad
Andrew Ako Ako
19 new
2,100;
**

This article is among top-cited, well-cited publications of this author from Lomonosov Moscow State University;
Citation of this article, selected examples :

Inhibitory analysis of top-down control: new keys to studying eutrophication, algal blooms, and water self-purification;
SA Ostroumov - Hydrobiologia, 2002 - Springer;
Top-down control is an important type of interspecies interactions in food webs. It is
especially important for aquatic ecosystems. Phytoplankton grazers contribute to the top-
down control of phytoplankton populations. The paper is focused on the role of benthic filter …;
Цитируется: 103 Похожие статьи Все версии статьи (18);
[PDF] springer.com

Inhibition of mussel suspension feeding by surfactants of three classes;
SA Ostroumov, J Widdows - Hydrobiologia, 2006 - Springer;
Abstract Effects of three surfactants on the filtration rates by marine mussels were studied.
The xenobiotics tested represented anionic, cationic and non-ionic surfactants (
tetradecyltrimethylammonium bromide, a representative of a class of cationic surfactants; …
Цитируется: 48 Похожие статьи Все версии статьи (24);

Estimation of the natural purification rate of a eutrophic lake after pollutant removal;
JG Jiang, YF Shen - Ecological Engineering, 2006 - Elsevier;
Pollution resulting from increased human activities is threatening Lake Donghu, its effects
being characterized by serious eutrophication. A steady increase of phosphorus loading is
the most important factor of the lake eutrophication. Pollution external control projects are …;
Цитируется: 42 Похожие статьи Все версии статьи (4);

Estimation of critical nutrient amounts based on input–output analysis in an agriculture watershed of eastern China;
DJ Chen, J Lu, YN Shen, RA Dahlgren,… - Agriculture, ecosystems & …, 2009 - Elsevier;
The concept of critical nutrient amounts (CNA) for a watershed was developed to address
eutrophication in surface waters from diffuse (non-point) source pollution. CNA is defined as
the maximum allowable applied or generated amount (AGA) of a nutrient from natural and …
Цитируется: 40 Похожие статьи Все версии статьи (7);
[PDF] researchgate.net

Suspension-feeders as factors influencing water quality in aquatic ecosystems;
SA Ostroumov - The comparative roles of suspension-feeders in …, 2005 - Springer;
Suspension-feeders are found in both pelagic and benthic systems. They function as an
important part of an ecosystem's biomachinery that maintains water quality in aquatic
systems. They remove suspended matter and excrete faeces, pseudofaeces and dissolved …;
Цитируется: 35 Похожие статьи Все версии статьи (10);
[PDF] springer.com

[PDF] Decreasing the measurable concentrations of Cu, Zn, Cd, and Pb in the water of the experimental systems containing Ceratophyllum demersum: The …;
SA Ostroumov, TV Shestakova - Doklady Biological Sciences, 2009 - Springer;
10 Distinct signs of worsening; the shoots are dead or dying The leaves have detached from
the stems. There is a mucous film on the wa ter surface. The phytomass has sunk to the
bottom part of the water column; the upper part of the water column, free of plants, is 1–2 cm …;
Цитируется: 34 Похожие статьи Все версии статьи (15);
[PDF] google.com

[PDF] О книге СА Остроумова «Гидробионты в самоочищении вод и биогенной миграции элементов»;
ВВ Ермаков - Вода: химия и экология, 2009 - sites.google.com;
Вопросы самоочищения вод, проанализи-рованные в книге [1], имеют большое
значение для экологической науки и практики, для познания миграции химических
элементов в гидросфере, что, в свою очередь, важно для разработки учения о …;
Цитируется: 12 Похожие статьи Все версии статьи (2)

Оценка допустимых нагрузок загрязняющих веществ на макрофиты в водной среде с использованием метода рекуррентных добавок;
ЕА Соломонова, СА Остроумов - Водное хозяйство России …, 2014 - elibrary.ru;
Исследовано влияние на водные растения синтетического поверхностно-активного
вещества и синтетического моющего средства (ПАВ додецилсульфат натрия,
синтетическое моющее средство «Аист-Универсал»). Получены количественные …;
Цитируется: 12 Похожие статьи;
[PDF] springer.com

[PDF] Accelerated decrease in surfactant concentration in the water of a microcosm in the presence of plants: innovations for phytotechnology;
EV Lazareva, SA Ostroumov - Doklady Biological Sciences, 2009 - Springer;
MATERIALS AND METHODS. We used the macrophytes that proved suitable in previous
experiments and displayed a high viability and resistance to surfactants (these plants will be
described in detail elsewhere). Plastic flasks 1.5 l in volume each containing 1 l of settled tap …;
Цитируется: 20 Похожие статьи Все версии статьи (13);
[PDF] googleapis.com

[PDF] Термофильные водоросли: взаимодействие с металлами как фактор воздействия на геохимическую среду;
И Тропин - BLACK SEA, 2015 - wzukusers.storage.googleapis.com;
РЕЗЮМЕ. Тяжелые металлы входят в число загрязняющих веществ, наиболее опасных
для окружающей среды, в том числе для водных экосистем. Взаимодействия металлов
с биомассой растительных организмов, в том числе водорослей, представляют …;
Цитируется: 8 Похожие статьи Все версии статьи (7) ;

**

[PDF] Biomachinery for maintaining water quality and natural water self-purification in marine and estuarine systems: elements of a qualitative theory;
SA Ostroumov - International Journal of Oceans and …, 2006 - researchgate.net;
Basic elements are formulated for a qualitative theory of the polyfunctional role of the biota in
maintaining self-purification and water quality in aquatic ecosystems. The elements of the
theory covers the following:(1) sources of energy for the mechanisms of selfpurification;(2) …;
Цитируется: 14 Похожие статьи Все версии статьи (5) ;

Artificial neural network modelling of concentrations of nitrogen, phosphorus and dissolved oxygen in a non‐point source polluted river in Zhejiang Province …;
D Chen, J Lu, Y Shen - Hydrological Processes: An …, 2010 - Wiley Online Library;
A back‐propagation algorithm neural network (BPNN) was developed to synchronously
simulate concentrations of total nitrogen (TN), total phosphorus (TP) and dissolved oxygen
(DO) in response to agricultural non‐point source pollution (AGNPS) for any month and …;
Цитируется: 16 Похожие статьи Все версии статьи (7);
[PDF] hjkx.ac.cn

[PDF] 南太湖地区小型浅水湖泊自净能力季节变化研究;
许磊, 李华, 陈英旭, 姚玉鑫, 梁新强, 周李, 章献忠 - 2010 - hjkx.ac.cn;
< N 占TN 的主要部分. 主成分分析结果表明, 影响南太湖地区小型浅水湖泊自净能力的3
个主成分分别为浮游植物因子(水温, pH, 高锰酸盐指数和Chl< a), 农田排水因子(pH, DO 和TN)
和营养因子(TN 和TP). 聚类分析结果表明, 3 个湖泊11 个采样点4 个季节的水质可聚为两大类 ;…
Цитируется: 20 Похожие статьи Все версии статьи (4) ;
[PDF] academia.edu;

[PDF] БИОСОРБЦИЯ МЕТАЛЛОВ ЭУКАРИОТНЫМИ МИКРООРГАНИЗМАМИ: АНАЛИЗ МЕТОДОМ ICP-MS;
ВВ Пухов, Т Лубкова - BLACK SEA, 2015 - academia.edu;
РЕЗЮМЕ В этой статье сообщается об изучении взаимодействия биомассы
эукариотного микроорганизма, а именно, одноклеточной экстремофильной
(термофильной, ацидофильной) микроводоросли Galdieria sulphuraria с металлами в …;
Цитируется: 6 Похожие статьи Все версии статьи (5) ;
[PDF] springer.com

[PDF] Self-Purification of Water Current and the Role of Microbiological Transformation of Organic Matter in the System of the Selenga River and Its Delta;
EO Makushkin, VM Korsunov - Doklady Biological Sciences, 2005 - Springer;
b from the river mouth (a) The amount of C. autumnalis eggs and (b) their loss in the lower
Selenga River in February and March 1980. Stations (distances from the river mouth):(1) 31
km,(2) 34 km,(3) 57 km,(4) 59 km (2.5 km downstream of the SIPPM sewage site),(5) 64 km …;
Цитируется: 9 Похожие статьи Все версии статьи (7);
[PDF] researchgate.net

On studying the hazards of pollution of the biosphere: effects of sodium dodecylsulfate (SDS) on planktonic filter-feeders;
IM Vorozhun, SA Ostroumov - Doklady Biological Sciences, 2009 - Springer;
VOROZHUN, OSTROUMOV 57.2% of the control). When SDS concentration was increased
to 0.5 mg/l, R decreased by more than 60% relative to the control and reached 26.7× 103
cells per one daphnia per 1 h (35.7%). Importantly, we did not observe any increase in the …
Цитируется: 9 Похожие статьи Все версии статьи (10)
[PDF] springer.com

Immobilization of scandium and other chemical elements in systems with aquatic macrophyte;
SA Ostroumov, ME Johnson, JF Tyson… - Russian Journal of General …, 2015 - Springer;
The possibility of immobilization of scandium and other chemical elements by biogenic
materials derived from an aquatic macrophyte was explored. The concentrations of
scandium and some other chemical elements were measured in the dried biomass …;
Цитируется: 9 Похожие статьи Все версии статьи (7);
[PDF] cje.net.cn

[PDF] 过水性湖泊自净能力的动态变化;
任瑞丽, 刘茂松, 章杰明, 张明, 许梅 - 生态学杂志, 2007 - cje.net.cn;
摘要通过对过水性湖泊骆马湖1991—2003 年出, 入湖口附近主要水质指标监测资料的分析,
研究了湖泊湿地自净能力的变化情况. 结果表明: 1991—2003 年, 各采样点水质指标无显著变化,
但出, 入湖口水质差异显著, 表明骆马湖目前尚有较强的自净能力; 各采样点间主要水质指标的 ;…
Цитируется: 13 Похожие статьи Все версии статьи (5) ;
[PDF] idsi.md

[PDF] Fundamental role of biological factors in aquatic ecosystem function: improving water quality;
SA Ostroumov, AA Miron, SV Kotelevtsev… - Bulletin of the Academy …, 2015 - ibn.idsi.md
Acest articol reia fundamentele teoriei rolului multifuncţional pe care comunitatea biologică
(biota) îl are în autopurificarea apei şi remedierea sistemelor ecologice acvatice, folosind
rezultatele analizelor anterioare. Următoarele probleme legate de rolul biotei în …;
Цитируется: 4 Похожие статьи Все версии статьи (2) ;

Изучение взаимодействия токсичных металлов с биомассой одноклеточных водорослей методом ICP-MS;
ТН Лубкова, ВВ Пухов, ТВ Шестакова,… - Toxicological …, 2015 - search.ebscohost.com;
Токсичные металлы входят в число загрязняющих веществ, наиболее опасных для
водных экосистем. Взаимодействия меди и других тяжелых металлов с биомассой
водорослей, представляют интерес для экологии и биотехнологии. В этой статье …;
Цитируется: 7 Похожие статьи Все версии статьи (2);

**

Quantification of the role of organisms in the geochemical migration of trace metals in the ocean;
LL Demina - Geochemistry International, 2015 - Springer;
The contribution of biological processes to the geochemical migration of trace metals (Fe,
Mn, Ni, Co, Cu, Zn, Cd, Pb, and As) was quantified for three geochemically distinctive areas
of the ocean: continent—ocean boundary (marginal filter), euphotic zone of the open ocean …;
Цитируется: 8 Похожие статьи Все версии статьи (4);

К разработке биотехнологии очищения воды c использованием ацидофильных водорослей: результаты анализа методом ICP-MS;
ВВ Пухов, ТН Лубкова, ТВ Шестакова,… - Экология …, 2015 - elibrary.ru;
Токсичные металлы входят в число загрязняющих веществ, наиболее опасных для
водных экосистем. Взаимодействие меди и других тяжелых металлов с биомассой
водорослей представляет интерес для экологии и биотехнологии. Ведутся разработки …;
Цитируется: 3 Похожие статьи;
[HTML] cyberleninka.ru;

[HTML] Изучение взаимодействия некоторых химических элементов с водорослями: проверка способности к биосорбции;
ТН Лубкова, ВВ Пухов, ТВ Шестакова,… - Самарская Лука …, 2015 - cyberleninka.ru;
Исследовали тяжелые металлы, которые входят в число наиболее опасных для
окружающей среды неорганических загрязняющих веществ, в том числе для водных
экосистем. В этой статье сообщается об изучении взаимодействия уникальной …;
Цитируется: 3 Похожие статьи Все версии статьи (2) ;
[PDF] researchgate.net;

Взаимодействие загрязняющих воду веществ с макрофитами: метод определения допустимых нагрузок;
СА Остроумов, ЕА Соломонова, - Вода: химия и экология, 2012 - elibrary.ru;
Использован новый метод рекуррентных добавок ксенобиотиков для изучения
диапазона устойчивости растений, потенциально перспективных для фиторемедиации
загрязненных водных систем. Метод апробирован на пяти видах водных макрофитов …;
Цитируется: 3 Похожие статьи Все версии статьи (4);
[PDF] researchgate.net;

[PDF] Элементы теории биоконтроля качества воды: фактор экологической безопасности источников водоснабжения;
СА Остроумов - Химическая и биологическая безопас ность, 2008 - researchgate.net;
Ключевые слова: качество воды, водные экосистемы, самоочищение воды,
загрязнение; загрязняющие вещества, поллютанты, ксенобиотики, синтетические химически
          U r a froshmin at .      Cache   Translate Page      
ART SQOOL [YouTube][Game Trailer] "Art Sqool is a game from Julian Glander, a 3D artist who has done illustration work for Wired, The New Yorker and Adult Swim. In it, you play a first-year student at an art school called Art Sqool, named Froshmin. You get assignments from your professor, a self-described neural network that judges you based on your technique. Between assignments, you explore your school's campus to find new swatches and brushes." [via: Kotaku]

• Art Sqool is a Game Where an AI Bot Critiques Your Work [Gamespew]
"You have a blank canvas to complete each assignment in your own time, in between exploring the weird and wonderful campus of Art Sqool. Once you're finished, it's back to the professor, who'll grade your assignment. And, providing you didn't fail (it can happen), you'll pick up your next task. The AI professor will grade you based on colour, composition, linework and approach. Exactly how it evaluates each of those is unclear. The horse I drew was absolutely abysmal, but the AI deemed it worthy of a "B". Perhaps it took pity on me. Other assignments, where I tried a little harder, ended up with a "D" – and a D is a Big Fat Fail. How seriously you take the assignments given to you in Art Sqool is entirely up to you. It's clearly not a game that's meant to be taken seriously – it's called Art Sqool after all! – but it still provides a fun outlet where you can let your creative juices shine. Sure, you could perhaps open up Microsoft Paint and end up with a similar result, but no AI is going to tell you how you're doing there."
• A game that's somehow less than the sum of its parts. [Rock Papers Shotgun]
"But the assessments are, in fact, just random. It's at the point that one realises this that the whole game feels like an empty, pointless experience. For the avoidance of doubt, you can test the randomness. Draw something that gets an F, get sent back in, then click the "undo" arrow and the previous drawing reappears with the last addition removed. Return with it unchanged and this time it might be a C. Further, tasks might ask you to draw "very, very slowly and deliberately", then not care a jot if you frantically scribble for three seconds. It might ask for a portrait of someone "not wearing their glasses" then of course not care when you draw a face wearing glasses. I was awarded an A for writing the word "penis" with the text tool when assigned, "Combine two shapes to make a new shape." The point is, it doesn't work, on any level – it's random. Which maybe isn't OK in a game that sells itself with the line, "An A.I. art professor grades your work and hands out assignments"?"
• 'Art Sqool' Is a Game About Following Your Passion in an Exploitative World [Waypoint]
"Another way of reading Art Sqool is that it truly is about adventure and betterment. You can half-ass the assignments, game the AI that evaluates them, and slide through the game to complete them all. You can find a couple skills, maybe one or two colors, and then make do with what you can. You rumble around every corner of the map, turning up new brushes all the time, and you fully exploit that free range to do whatever you want. In this reading, having to make your own way isn't a glitch; it's a feature. Froshmin's enthusiasm is not fuel for the eternal combustion of capital extraction from student bodies, it's the coal that keeps the train of life running. Beep beep. Whatever your chosen interpretation, Art Sqool manages deftly to present us with one of the problems of contemporary civil society: you're going to be eaten alive, and you need to recognize it. The whole world is Art Sqool, and we're all Froshmin."

          If you did not already know      Cache   Translate Page      
InterpNET Humans are able to explain their reasoning. On the contrary, deep neural networks are not. This paper attempts to …

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          Connections With Connections: Dopaminergic Correlates of Neural Network Properties.      Cache   Translate Page      
Related Articles

Connections With Connections: Dopaminergic Correlates of Neural Network Properties.

Biol Psychiatry. 2019 Mar 01;85(5):366-367

Authors: Eisenberg DP, Berman KF

PMID: 30732679 [PubMed - in process]


          We analyzed 16,625 papers to figure out where AI is headed next      Cache   Translate Page      
by Karen Hao, MIT Technology Review Our study of 25 years of artificial-intelligence research suggests the era of deep learning is coming to an end. Through our analysis, we found three major trends: a shift toward machine learning during the late 1990s and early 2000s, a rise in the popularity of neural networks beginning in the […]
          U r a froshmin at .      Cache   Translate Page      
ART SQOOL [YouTube][Game Trailer] "Art Sqool is a game from Julian Glander, a 3D artist who has done illustration work for Wired, The New Yorker and Adult Swim. In it, you play a first-year student at an art school called Art Sqool, named Froshmin. You get assignments from your professor, a self-described neural network that judges you based on your technique. Between assignments, you explore your school's campus to find new swatches and brushes." [via: Kotaku] • Art Sqool is a Game Where an AI Bot Critiques Your Work [Gamespew]
"You have a blank canvas to complete each assignment in your own time, in between exploring the weird and wonderful campus of Art Sqool. Once you're finished, it's back to the professor, who'll grade your assignment. And, providing you didn't fail (it can happen), you'll pick up your next task. The AI professor will grade you based on colour, composition, linework and approach. Exactly how it evaluates each of those is unclear. The horse I drew was absolutely abysmal, but the AI deemed it worthy of a "B". Perhaps it took pity on me. Other assignments, where I tried a little harder, ended up with a "D" – and a D is a Big Fat Fail. How seriously you take the assignments given to you in Art Sqool is entirely up to you. It's clearly not a game that's meant to be taken seriously – it's called Art Sqool after all! – but it still provides a fun outlet where you can let your creative juices shine. Sure, you could perhaps open up Microsoft Paint and end up with a similar result, but no AI is going to tell you how you're doing there."
• A game that's somehow less than the sum of its parts. [Rock Papers Shotgun]
"But the assessments are, in fact, just random. It's at the point that one realises this that the whole game feels like an empty, pointless experience. For the avoidance of doubt, you can test the randomness. Draw something that gets an F, get sent back in, then click the "undo" arrow and the previous drawing reappears with the last addition removed. Return with it unchanged and this time it might be a C. Further, tasks might ask you to draw "very, very slowly and deliberately", then not care a jot if you frantically scribble for three seconds. It might ask for a portrait of someone "not wearing their glasses" then of course not care when you draw a face wearing glasses. I was awarded an A for writing the word "penis" with the text tool when assigned, "Combine two shapes to make a new shape." The point is, it doesn't work, on any level – it's random. Which maybe isn't OK in a game that sells itself with the line, "An A.I. art professor grades your work and hands out assignments"?"
• 'Art Sqool' Is a Game About Following Your Passion in an Exploitative World [Waypoint]
"Another way of reading Art Sqool is that it truly is about adventure and betterment. You can half-ass the assignments, game the AI that evaluates them, and slide through the game to complete them all. You can find a couple skills, maybe one or two colors, and then make do with what you can. You rumble around every corner of the map, turning up new brushes all the time, and you fully exploit that free range to do whatever you want. In this reading, having to make your own way isn't a glitch; it's a feature. Froshmin's enthusiasm is not fuel for the eternal combustion of capital extraction from student bodies, it's the coal that keeps the train of life running. Beep beep. Whatever your chosen interpretation, Art Sqool manages deftly to present us with one of the problems of contemporary civil society: you're going to be eaten alive, and you need to recognize it. The whole world is Art Sqool, and we're all Froshmin."

          Comment on How to Choose Loss Functions When Training Deep Learning Neural Networks by sanjie      Cache   Translate Page      
hello Jason Brownlee, i really thanks for your blog to make me learn lots of AI . can you help me ? with binary cross_entropy task, can i make the output layer of Dense with 2 nodes not 1 like below ? model.add(Dense(2, activation='sigmoid'))
          We analyzed 16,625 papers to figure out where AI is headed next      Cache   Translate Page      
by Karen Hao, MIT Technology Review Our study of 25 years of artificial-intelligence research suggests the era of deep learning is coming to an end. Through our analysis, we found three major trends: a shift toward machine learning during the late 1990s and early 2000s, a rise in the popularity of neural networks beginning in the […]
          Data Analyst      Cache   Translate Page      
HI Tech Outsourcing Services - Kollam, Kerala - Job Description Responsible of performing all type of advance analytical analyses using Regression, Time series, Decision tree, Neural networks etc. Should be able to do the analysis on structured as well as unstructured data Managing assigned projects and program components ...
          (HRV-Ind - Gurgaon) Manager-Pricing Analytics      Cache   Translate Page      
Senior Pricing Analyst – Data scientist (India-Based) Job brief We are looking for a passionate Data scientist for our Senior Pricing Analyst – Data scientist position. The successful candidate will turn data into information, information into insight and insight into business decisions. Job Duties and responsibilities · The Senior Data analyst responsibilities include conducting full lifecycle analysis to understand product value proposition, current or proposed price points, data gathering and cleansing, deep dive advanced statistical analysis/modeling and recommendations to optimize performance of pricing strategies and tactics. The senior pricing analyst will also support our sales teams operationally through deal support, data gathering through custom dashboard/reports development and analysis. · The role primary goal will be to help establishing the newly introduced strategic pricing function within CVENT by interpreting complex data sets, build pricing/value models through advanced statistical techniques and provide recommendations and reporting. · Work with management to prioritize business and information needs · Support the development of advanced pricing tools and analytics Requirements · Proven working experience as a data scientist or models building, (including financial and pricing) · Strong knowledge of and experience with statistics and R, databases (SQL), pricing and value models, regressions, applied pricing and economics principles, yield management concepts and tools, reporting and BI solutions (Tableau, etc) Qualifications · BTech in Mathematics, Economics, Computer Science, Information Management or Statistics. MBA/PH.d. is strongly preferred · 4-6 years relevant working experience · Working knowledge of strategic pricing (ie: elasticity, response curves) and yield management (ie: profit maximization models, forecasting techniques), including tools development · Demonstrated strong working experience with Excel, SQL and BI tools reporting (ie: Tableau) · Writing code in R or Python; experience with additional languages used for analysis and model building is a plus · Solid background in the fundamentals of machine learning and statistics, with an emphasis on non-parametric and non-linear methods (e.g., Random Forests, Support Vector Machines, Neural Networks, etc.) · Ability to work under pressure and meeting tight deadlines · Excellent written / oral communication skills Primary Location Gurgaon - India Schedule Full-time – Evening Shift (until 11pm India Time)
          Audio recognition fingerpriting from live stream TV      Cache   Translate Page      
Hello, I need audio recognition similiar way like https://www.visioforge.com/media-monitoring-tool-sample - this is for VIDEO https://github.com/JiahuiYu/audio_recognition i need 100% accurancy on... (Budget: $250 - $750 USD, Jobs: Audio Processing, C Programming, C++ Programming, Neural Networks)
          Artificial Neural Networks and Machine Learning – ICANN 2018. Part I      Cache   Translate Page      
скачать Artificial Neural Networks and Machine Learning – ICANN 2018. Part I бесплатно
Название: Artificial Neural Networks and Machine Learning – ICANN 2018. Part I
Автор: Vera Kurkova, Yannis Manolopoulos, Barbara Hammer
Страниц: 854
Формат: PDF
Размер: 72.1 MB
Качество: Отличное
Язык: Английский
Год издания: 2018


 This is Part I from three-volume set LNCS 11139-11141 constitutes the refereed proceedings of the 27th International Conference on Artificial Neural Networks, ICANN 2018, held in Rhodes, Greece, in October 2018.
          Nonlinear System Identification From Classical Approaches to Neural Networks and Fuzzy Models      Cache   Translate Page      



Oliver Nelles, "Nonlinear System Identification: From Classical Approaches to Neural Networks and Fuzzy Models"
2000 | pages: 785 | ISBN: 3540673695 | PDF | 42,7 mb

Written from an...
          Optimising Convolutional Neural Networks Inference on Low-Powered GPUs      Cache   Translate Page      
In this paper we present effective optimisation techniques for accelerating convolutional neural networks inference on low-powered heterogeneous devices with OpenCL. Using LeNet and VGG-16 as test networks, we implement a custom neural network system in OpenCL and optimise it to minimise their inference times. Our baseline system shows a speedup of 17x for LeNet. We […]
          Framework for Better Deep Learning      Cache   Translate Page      

Modern deep learning libraries such as Keras allow you to define and start fitting a wide range of neural network models in minutes with just a few lines of code. Nevertheless, it is still challenging to configure a neural network to get good performance on a new predictive modeling problem. The challenge of getting good […]

The post Framework for Better Deep Learning appeared first on Machine Learning Mastery.


          Operative Neuromodulation Volume 2 Neural Networks Surgery      Cache   Translate Page      

Operative Neuromodulation Volume 2 Neural Networks Surgery

Operative Neuromodulation: Volume 2: Neural Networks Surgery By Damianos E. Sakas, I. G. Panourias, B. A. Simpson (auth.), Damianos E. Sakas, Brian A. Simpson (eds.)
2007 | 590 Pages | ISBN: 3211330801 | PDF | 11 MB




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