The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive function. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise causes chemical changes in the brain that may help boost feelings of calmness and well-being.
Crowdsourcing is used at eBay to evaluate search relevance through crowdsourced judgments. Workers provide relevance judgments on a 4-point scale for queries and results. Quality is ensured through testing workers, redundancy in judgments, and tracking agreement. Standard metrics like cumulative gain are used to measure performance on a non-binary scale adjusted for result position. Uniformly distributing training questions improves individual and aggregate judgment quality.
11 964 181 System And Method For ProvidiBrian Johnson
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive function. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive function. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive function. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive function. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise causes chemical changes in the brain that may help boost feelings of calmness and well-being.
Crowdsourcing is used at eBay to evaluate search relevance through crowdsourced judgments. Workers provide relevance judgments on a 4-point scale for queries and results. Quality is ensured through testing workers, redundancy in judgments, and tracking agreement. Standard metrics like cumulative gain are used to measure performance on a non-binary scale adjusted for result position. Uniformly distributing training questions improves individual and aggregate judgment quality.
11 964 181 System And Method For ProvidiBrian Johnson
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive function. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive function. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive function. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
The document provides an agenda for a CloudCon conference taking place on Tuesday, October 2nd at 11am. It discusses how every second generates thousands of categories of data with increasing value compared to cost. It notes that most of the analytical workload will be new and unknown, so exploration and testing are important. It also discusses structured, semi-structured, and unstructured data and different approaches for analyzing each type including SQL, SQL++, Java/C++/Pig/Hive, and Hadoop. Storage and data growth are increasing faster than companies can structure the data.
Treemaps: Visualizing Hierarchical and Categorical DataBrian Johnson
Treemaps are a graphical method for visualizing hierarchical and categorical data sets. They partition display space based on weighted hierarchical data to simultaneously present thousands of data records and facilitate semantic information presentation. Two controlled experiments showed that treemaps significantly reduced user task completion times compared to traditional methods for exploring and analyzing large data sets.
The New Alchemy: Turning Data into Gold
Developers are leading the charge to turn consumer behavior into profitable solutions. By accessing and analyzing the explosion of data from consumer activities, any developer can create the personalized, relevant products and services that customers demand and merchants urgently need. We will discuss how to acquire, store, and mine information, and how to design analytics-focused software and build data-driven software engines.
2011 Search Query Rewrites - Synonyms & AcronymsBrian Johnson
July 27, 2011 Bay Area Search Presentation
Brian Johnson, Engineering Director, Query Services @ eBay
Query expansion is an important part of of the search recall for all search engines. In this talk I'll discuss some of the general trend driving Hadoop adoption within the Search Query Services team at eBay, and the types of algorithms/techniques we've moved to Hadoop at eBay. Over time we've moved from smaller, editorial data sets to large machine generated data sets mined from behavior log data, items/listings, catalogs, etc. One common workflow is to mine large candidate rewrites/expansions data sets from multiple data sources, use crowd sourced human judgment to classify a subset of the candidates (true positive, false positive), use machine learning techniques discard false positives, run automated validation on the final data set, and automatically push to production.
Ravi Jammalakadaka, Senior Applied Researcher, Query Services @ eBay
Ravi is a real engineer. Not a pointy haired manager like the previous speaker. Expect some real engineering:-) He'll be doing a literature review for acronym mining and discussing a real world implementation.
Title: Mining Acronyms From Raw Text
Abstract: Significant number of eBay products are known by their acronyms. eBay query expansion service expands user queries by their acronym equivalents to increase recall. The challenge is to mine acronyms from either seller ( ex. item descriptions, titles) or buyer ( ex. queries) data.
Ravi will present the state of the art algorithms from recent conferences that mine acronyms from raw text and present their limitations. He will present a new acronym mining algorithm that seeks to address the limitations identified with previous algorithms. He will present a machine learning classifier that seeks to remove the false positives generated from the acronym mining algorithm.
11 869 290 Electronic Publication SystemBrian Johnson
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive function. Exercise causes chemical changes in the brain that may help protect against developing mental illness and improve symptoms for those who already suffer from conditions like anxiety and depression.
Fd Unlimited Finance For Non Finance Directors Fbt Live 20100908 Linked Infdu group
This document provides an overview of key financial concepts for non-finance directors, including the basics of balance sheets, profit and loss statements, and cash flow statements. It also discusses financial reporting, taxes, forecasting best practices and common mistakes to avoid. The document recommends hiring a part-time finance director to help with financial modeling, management accounts, budgeting, and cash flow forecasting.
KALYAN MATKA | MATKA RESULT | KALYAN MATKA TIPS | SATTA MATKA | MATKA.COM | MATKA PANA JODI TODAY | BATTA SATKA | MATKA PATTI JODI NUMBER | MATKA RESULTS | MATKA CHART | MATKA JODI | SATTA COM | FULL RATE GAME | MATKA GAME | MATKA WAPKA | ALL MATKA RESULT LIVE ONLINE | MATKA RESULT | KALYAN MATKA RESULT | DPBOSS MATKA 143 | MAIN MATKA
❼❷⓿❺❻❷❽❷❼❽ Dpboss Matka ! Fix Satta Matka ! Matka Result ! Matka Guessing ! Final Matka ! Matka Result ! Dpboss Matka ! Matka Guessing ! Satta Matta Matka 143 ! Kalyan Matka ! Satta Matka Fast Result ! Kalyan Matka Guessing ! Dpboss Matka Guessing ! Satta 143 ! Kalyan Chart ! Kalyan final ! Satta guessing ! Matka tips ! Matka 143 ! India Matka ! Matka 420 ! matka Mumbai ! Satta chart ! Indian Satta ! Satta King ! Satta 143 ! Satta batta ! Satta मटका ! Satta chart ! Matka 143 ! Matka Satta ! India Matka ! Indian Satta Matka ! Final ank
❼❷⓿❺❻❷❽❷❼❽ Dpboss Kalyan Satta Matka Guessing Matka Result Main Bazar chart Final Matka Satta Matta Matka 143 Kalyan Chart Satta fix Jodi Kalyan Final ank Matka Boss Satta 143 Matka 420 Golden Matka Final Satta Kalyan Penal Chart Dpboss 143 Guessing Kalyan Night Chart
This tutorial offers a step-by-step guide on how to effectively use Pinterest. It covers the basics such as account creation and navigation, as well as advanced techniques including creating eye-catching pins and optimizing your profile. The tutorial also explores collaboration and networking on the platform. With visual illustrations and clear instructions, this tutorial will equip you with the skills to navigate Pinterest confidently and achieve your goals.
The document provides an agenda for a CloudCon conference taking place on Tuesday, October 2nd at 11am. It discusses how every second generates thousands of categories of data with increasing value compared to cost. It notes that most of the analytical workload will be new and unknown, so exploration and testing are important. It also discusses structured, semi-structured, and unstructured data and different approaches for analyzing each type including SQL, SQL++, Java/C++/Pig/Hive, and Hadoop. Storage and data growth are increasing faster than companies can structure the data.
Treemaps: Visualizing Hierarchical and Categorical DataBrian Johnson
Treemaps are a graphical method for visualizing hierarchical and categorical data sets. They partition display space based on weighted hierarchical data to simultaneously present thousands of data records and facilitate semantic information presentation. Two controlled experiments showed that treemaps significantly reduced user task completion times compared to traditional methods for exploring and analyzing large data sets.
The New Alchemy: Turning Data into Gold
Developers are leading the charge to turn consumer behavior into profitable solutions. By accessing and analyzing the explosion of data from consumer activities, any developer can create the personalized, relevant products and services that customers demand and merchants urgently need. We will discuss how to acquire, store, and mine information, and how to design analytics-focused software and build data-driven software engines.
2011 Search Query Rewrites - Synonyms & AcronymsBrian Johnson
July 27, 2011 Bay Area Search Presentation
Brian Johnson, Engineering Director, Query Services @ eBay
Query expansion is an important part of of the search recall for all search engines. In this talk I'll discuss some of the general trend driving Hadoop adoption within the Search Query Services team at eBay, and the types of algorithms/techniques we've moved to Hadoop at eBay. Over time we've moved from smaller, editorial data sets to large machine generated data sets mined from behavior log data, items/listings, catalogs, etc. One common workflow is to mine large candidate rewrites/expansions data sets from multiple data sources, use crowd sourced human judgment to classify a subset of the candidates (true positive, false positive), use machine learning techniques discard false positives, run automated validation on the final data set, and automatically push to production.
Ravi Jammalakadaka, Senior Applied Researcher, Query Services @ eBay
Ravi is a real engineer. Not a pointy haired manager like the previous speaker. Expect some real engineering:-) He'll be doing a literature review for acronym mining and discussing a real world implementation.
Title: Mining Acronyms From Raw Text
Abstract: Significant number of eBay products are known by their acronyms. eBay query expansion service expands user queries by their acronym equivalents to increase recall. The challenge is to mine acronyms from either seller ( ex. item descriptions, titles) or buyer ( ex. queries) data.
Ravi will present the state of the art algorithms from recent conferences that mine acronyms from raw text and present their limitations. He will present a new acronym mining algorithm that seeks to address the limitations identified with previous algorithms. He will present a machine learning classifier that seeks to remove the false positives generated from the acronym mining algorithm.
11 869 290 Electronic Publication SystemBrian Johnson
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive function. Exercise causes chemical changes in the brain that may help protect against developing mental illness and improve symptoms for those who already suffer from conditions like anxiety and depression.
Fd Unlimited Finance For Non Finance Directors Fbt Live 20100908 Linked Infdu group
This document provides an overview of key financial concepts for non-finance directors, including the basics of balance sheets, profit and loss statements, and cash flow statements. It also discusses financial reporting, taxes, forecasting best practices and common mistakes to avoid. The document recommends hiring a part-time finance director to help with financial modeling, management accounts, budgeting, and cash flow forecasting.
KALYAN MATKA | MATKA RESULT | KALYAN MATKA TIPS | SATTA MATKA | MATKA.COM | MATKA PANA JODI TODAY | BATTA SATKA | MATKA PATTI JODI NUMBER | MATKA RESULTS | MATKA CHART | MATKA JODI | SATTA COM | FULL RATE GAME | MATKA GAME | MATKA WAPKA | ALL MATKA RESULT LIVE ONLINE | MATKA RESULT | KALYAN MATKA RESULT | DPBOSS MATKA 143 | MAIN MATKA
❼❷⓿❺❻❷❽❷❼❽ Dpboss Matka ! Fix Satta Matka ! Matka Result ! Matka Guessing ! Final Matka ! Matka Result ! Dpboss Matka ! Matka Guessing ! Satta Matta Matka 143 ! Kalyan Matka ! Satta Matka Fast Result ! Kalyan Matka Guessing ! Dpboss Matka Guessing ! Satta 143 ! Kalyan Chart ! Kalyan final ! Satta guessing ! Matka tips ! Matka 143 ! India Matka ! Matka 420 ! matka Mumbai ! Satta chart ! Indian Satta ! Satta King ! Satta 143 ! Satta batta ! Satta मटका ! Satta chart ! Matka 143 ! Matka Satta ! India Matka ! Indian Satta Matka ! Final ank
❼❷⓿❺❻❷❽❷❼❽ Dpboss Kalyan Satta Matka Guessing Matka Result Main Bazar chart Final Matka Satta Matta Matka 143 Kalyan Chart Satta fix Jodi Kalyan Final ank Matka Boss Satta 143 Matka 420 Golden Matka Final Satta Kalyan Penal Chart Dpboss 143 Guessing Kalyan Night Chart
This tutorial offers a step-by-step guide on how to effectively use Pinterest. It covers the basics such as account creation and navigation, as well as advanced techniques including creating eye-catching pins and optimizing your profile. The tutorial also explores collaboration and networking on the platform. With visual illustrations and clear instructions, this tutorial will equip you with the skills to navigate Pinterest confidently and achieve your goals.
This document announces the winners of the 2024 Youth Poster Contest organized by MATFORCE. It lists the grand prize and age category winners for grades K-6, 7-12, and individual age groups from 5 years old to 18 years old.
The cherry: beauty, softness, its heart-shaped plastic has inspired artists since Antiquity. Cherries and strawberries were considered the fruits of paradise and thus represented the souls of men.
Boudoir photography, a genre that captures intimate and sensual images of individuals, has experienced significant transformation over the years, particularly in New York City (NYC). Known for its diversity and vibrant arts scene, NYC has been a hub for the evolution of various art forms, including boudoir photography. This article delves into the historical background, cultural significance, technological advancements, and the contemporary landscape of boudoir photography in NYC.