Brand recognition in real-life photos using deep learning - Lukasz Czarnecki ...Łukasz Czarnecki
Project was created during a 3-months full-time data science program called Data Science Retreat. I’ve developed a brand recognition system that detects logos in real-life photos. It uses Deep Learning and SVM on Instagram images uploaded by users. It allows for better brand monitoring in social media independently from text descriptions and hashtags. I’ve used state-of-the-art Deep Learning tools (Theano, Lasagne, Caffe).
A2 Edexcel Government & Politics Unit 4 examples and case studiesitskit
This document provides information on checks and balances between the three branches of government in the US (executive, legislative, judicial) and discusses key concepts in federalism. It outlines powers and examples of interactions between Congress, the President, and Supreme Court, such as Obama's nominations, Congressional overrides of vetoes, and landmark Supreme Court cases. Trends during Obama's presidency emphasized increased funding to states but maintained federal policy influence. The document also examines the "imperial presidency" concept and approaches to constitutional interpretation.
Este documento presenta datos sobre cuotas de audiencia y publicidad en televisión en España durante la semana 33 del 2016. Los principales canales fueron La 1, Antena 3 y Telecinco. Los programas más vistos incluyeron partidos de baloncesto y badminton de los Juegos Olímpicos de Río. La publicidad se concentró en grandes cadenas, con Telefónica y Mediaset recibiendo la mayor parte de los ingresos publicitarios.
Este documento presenta datos sobre cuotas de audiencia y publicidad en televisión en España durante la semana 34 de 2016. Los canales más vistos fueron La 1, Antena 3 y Telecinco. Los programas con mayor audiencia fueron reality shows, informativos y películas. Los anunciantes con mayor inversión publicitaria fueron empresas de telecomunicaciones, bancos, automóviles y cadenas minoristas. El documento también incluye datos sobre consumo de televisión y notoriedad de marcas según diferentes medios.
Brand recognition in real-life photos using deep learning - Lukasz Czarnecki ...Łukasz Czarnecki
Project was created during a 3-months full-time data science program called Data Science Retreat. I’ve developed a brand recognition system that detects logos in real-life photos. It uses Deep Learning and SVM on Instagram images uploaded by users. It allows for better brand monitoring in social media independently from text descriptions and hashtags. I’ve used state-of-the-art Deep Learning tools (Theano, Lasagne, Caffe).
A2 Edexcel Government & Politics Unit 4 examples and case studiesitskit
This document provides information on checks and balances between the three branches of government in the US (executive, legislative, judicial) and discusses key concepts in federalism. It outlines powers and examples of interactions between Congress, the President, and Supreme Court, such as Obama's nominations, Congressional overrides of vetoes, and landmark Supreme Court cases. Trends during Obama's presidency emphasized increased funding to states but maintained federal policy influence. The document also examines the "imperial presidency" concept and approaches to constitutional interpretation.
Este documento presenta datos sobre cuotas de audiencia y publicidad en televisión en España durante la semana 33 del 2016. Los principales canales fueron La 1, Antena 3 y Telecinco. Los programas más vistos incluyeron partidos de baloncesto y badminton de los Juegos Olímpicos de Río. La publicidad se concentró en grandes cadenas, con Telefónica y Mediaset recibiendo la mayor parte de los ingresos publicitarios.
Este documento presenta datos sobre cuotas de audiencia y publicidad en televisión en España durante la semana 34 de 2016. Los canales más vistos fueron La 1, Antena 3 y Telecinco. Los programas con mayor audiencia fueron reality shows, informativos y películas. Los anunciantes con mayor inversión publicitaria fueron empresas de telecomunicaciones, bancos, automóviles y cadenas minoristas. El documento también incluye datos sobre consumo de televisión y notoriedad de marcas según diferentes medios.
Analysis on Ford’s social media strategyarun_getapp
Ford has become a pioneer in integrating social media into its marketing strategy. It aims to be present across all major social media platforms to remain top of mind for customers. Ford engages customers at each stage of the purchase funnel using tactics like events for new models and a dedicated social media staff. The document outlines Ford's strategy, metrics, timeline and estimated $100-125M annual budget. It recommends Ford improve awareness of its FordSocial site and consider potential conflicts from its social media leader's personal views.
Freud's theory of psychosexual development proposed that personality develops through a series of stages focused on different erogenous zones. At each stage, the id seeks gratification in different ways. Fixation at a stage due to too little or too much gratification can result in adult behaviors associated with that stage. The stages include oral, anal, phallic, latency, and genital. Successful resolution of conflicts at each stage, especially the Oedipus complex, allows progression to the next stage and full psychosexual maturity.
Python Data Ecosystem: Thoughts on Building for the FutureWes McKinney
Wes McKinney gives a presentation on the Python data ecosystem and building open source communities. He discusses his background working on Python data tools like pandas and Apache projects. McKinney emphasizes the importance of transparency, consensus building, and valuing all contributions when developing open source software. He also examines challenges in Python packaging and sees opportunities in building bridges between data science languages and tools for analyzing new data types and storage technologies.
Impacting Business Performance with AnalyticsPeter O'Neill
Presentation from iLive, Riga on how to use the intelligence from Digital Analytics to improve the business performance of your organisation. Full of practical tips and tricks on setting up your analytics tool, extracting the insights and transitioning your company to being data informed.
The document provides an overview of the government of the United States, including its Constitution, branches of government, and concepts of federalism. It discusses the origins of the US beginning with the Declaration of Independence in 1776 and the problems with the Articles of Confederation. It then summarizes the Philadelphia Convention of 1787 and the creation of the US Constitution, as well as subsequent amendments like the Bill of Rights. The summary also outlines the three branches of government established by the Constitution - the legislative, executive, and judicial branches - and how they check and balance each other's powers. It also examines the concept of federalism and how it has evolved over time in the US system of government.
Presentation from eMetrics London on how publishers can use Digital Analytics to inform their actions and improve their bottom line. Covers the detail on the information to capture through to how the information should be used based on practical experiences.
This document provides information about expository writing, including its definition, structure, and common organizational patterns. Expository writing explains, describes, gives information, or informs the reader about a topic. It uses a clear thesis statement, evidence, and logical structure and transitions between paragraphs. Common organizational patterns for expository writing include description, sequence, comparison/contrast, cause and effect, and problem and solution.
Informational text provides factual information about a specific topic or event to educate readers. It aims to explain, argue, or describe rather than entertain. The main goal of informational text is to present the reader with theories, facts, conclusions and other information to expand their knowledge and understanding of the world. It uses various organizational structures like sequence of events, categories, processes, comparisons, problems and solutions, and cause and effect. Informational text gives necessary details and explanations, identifies important versus unimportant information, and sometimes incorporates narrative elements to engage readers.
Sigmund Freud proposed that personality develops through five psychosexual stages - oral, anal, phallic, latent, and genital. Each stage is focused on a different erogenous zone and the child's libido develops as they resolve conflicts related to that zone. Fixation at a stage can result from unsuccessful resolution of the associated psychosexual conflict and influence personality traits. Freud believed his psychosexual theory explained how early childhood experiences shape adult personality. However, the theory is difficult to scientifically test and future predictions are vague.
This document provides guidance on how to become a better reader of expository texts. It explains that expository texts make up most of what adults read and include textbooks, manuals, newspapers, and more. There are specific elements in expository texts, such as description, sequence, comparison, and cause and effect, that readers need to understand. The document then outlines 10 steps for reading expository texts successfully, such as identifying the text structure, learning key terms, focusing on main ideas, and using graphic organizers. Mastering these strategies will help students comprehend expository material.
The document provides instructions for structuring an expository essay. It explains that an expository essay presents information objectively without arguing a position. The introduction should use a technique like a quotation, definition, or fact to grab the reader's attention and end with a thesis statement. The body paragraphs each require a topic sentence supported by evidence like statistics, expert opinions, or examples. The conclusion restates the thesis and main arguments.
Freud's psychosexual stages of development include the oral, anal, phallic, latency, and genital stages. The oral stage focuses on sucking and nursing. The anal stage involves toilet training and the retention or expulsion of waste. In the phallic stage, the Oedipus complex arises as children develop sexual desires for the opposite-sex parent. The latency stage is a period of sexual dormancy before puberty brings the genital stage and interest in heterosexual relationships. Unresolved conflicts from earlier stages can impact development and relationships.
This document discusses political participation and voting behavior in the UK. It provides an overview of key concepts like democracy, political power vs authority, and different theories that seek to explain voting behavior such as party identification theory, sociological theory, and rational choice theory. It also examines factors that influence voting like social class, partisanship, and more recent short-term influences. Participation in politics has declined over time with fewer people joining political parties or contacting politicians.
There are five main types of expository texts: sequence or time order, listing, compare and contrast, cause and effect, and problem-solution. Sequence or time order presents events in chronological order. Listing explains features of an object or event. Compare and contrast discusses similarities and differences. Cause and effect outlines reasons for events and their effects. Problem-solution discusses a problem and suggests possible solutions.
Freud believed that personality develops through five psychosexual stages - oral, anal, phallic, latency, and genital. At each stage, the libido or pleasure focus is in a different erogenous zone. Fixation can occur if needs are under- or over-gratified at a stage, resulting in unresolved conflicts. The phallic stage involves the Oedipus complex where children desire the opposite-sex parent. Resolving this helps one identify with the same-sex parent and progress to the latency stage of subdued sexuality and developing other skills. The genital stage begins puberty where sexual pleasure comes from outside the family.
The world is moving towards a crucial climate change meeting in Paris in December 2015 (COP21). The negotiations there will be based on national pledges, formally known as Intended Nationally Determined Contributions, with the goal of setting the world on a sustainable path. As energy production and use is responsible for two-thirds of greenhouse-gas emissions, the IEA feels an obligation to make a contribution to COP21 – a contribution which reconciles climate and energy needs.
The document summarizes Freud's psychosexual stages of development and other theories of human development. It discusses Freud's theory that personality develops through oral, anal, phallic, latent, and genital stages, where the libido or pleasure principle is focused on different erogenous zones. It also briefly mentions Erikson's psychosocial theory, learning theories, Piaget's cognitive development theory, Jung, and Maslow among the major theories of human development.
The document summarizes key findings from the World Energy Outlook 2013 report by the International Energy Agency. It finds that while countries are changing roles as both energy importers and exporters, long-term solutions to issues like rising CO2 emissions and energy access remain limited. Energy demand growth is shifting to Asia, particularly India, but fossil fuels still dominate the energy mix. Emissions continue rising and are not on track for the goal of limiting global temperature increase. Both conventional and unconventional oil sources will be needed to meet demand, with the Middle East playing a central role long-term. Renewables are expanding significantly worldwide but still require substantial subsidies. Regional differences in energy prices persist despite trends toward more interconnected global markets.
Analysis on Ford’s social media strategyarun_getapp
Ford has become a pioneer in integrating social media into its marketing strategy. It aims to be present across all major social media platforms to remain top of mind for customers. Ford engages customers at each stage of the purchase funnel using tactics like events for new models and a dedicated social media staff. The document outlines Ford's strategy, metrics, timeline and estimated $100-125M annual budget. It recommends Ford improve awareness of its FordSocial site and consider potential conflicts from its social media leader's personal views.
Freud's theory of psychosexual development proposed that personality develops through a series of stages focused on different erogenous zones. At each stage, the id seeks gratification in different ways. Fixation at a stage due to too little or too much gratification can result in adult behaviors associated with that stage. The stages include oral, anal, phallic, latency, and genital. Successful resolution of conflicts at each stage, especially the Oedipus complex, allows progression to the next stage and full psychosexual maturity.
Python Data Ecosystem: Thoughts on Building for the FutureWes McKinney
Wes McKinney gives a presentation on the Python data ecosystem and building open source communities. He discusses his background working on Python data tools like pandas and Apache projects. McKinney emphasizes the importance of transparency, consensus building, and valuing all contributions when developing open source software. He also examines challenges in Python packaging and sees opportunities in building bridges between data science languages and tools for analyzing new data types and storage technologies.
Impacting Business Performance with AnalyticsPeter O'Neill
Presentation from iLive, Riga on how to use the intelligence from Digital Analytics to improve the business performance of your organisation. Full of practical tips and tricks on setting up your analytics tool, extracting the insights and transitioning your company to being data informed.
The document provides an overview of the government of the United States, including its Constitution, branches of government, and concepts of federalism. It discusses the origins of the US beginning with the Declaration of Independence in 1776 and the problems with the Articles of Confederation. It then summarizes the Philadelphia Convention of 1787 and the creation of the US Constitution, as well as subsequent amendments like the Bill of Rights. The summary also outlines the three branches of government established by the Constitution - the legislative, executive, and judicial branches - and how they check and balance each other's powers. It also examines the concept of federalism and how it has evolved over time in the US system of government.
Presentation from eMetrics London on how publishers can use Digital Analytics to inform their actions and improve their bottom line. Covers the detail on the information to capture through to how the information should be used based on practical experiences.
This document provides information about expository writing, including its definition, structure, and common organizational patterns. Expository writing explains, describes, gives information, or informs the reader about a topic. It uses a clear thesis statement, evidence, and logical structure and transitions between paragraphs. Common organizational patterns for expository writing include description, sequence, comparison/contrast, cause and effect, and problem and solution.
Informational text provides factual information about a specific topic or event to educate readers. It aims to explain, argue, or describe rather than entertain. The main goal of informational text is to present the reader with theories, facts, conclusions and other information to expand their knowledge and understanding of the world. It uses various organizational structures like sequence of events, categories, processes, comparisons, problems and solutions, and cause and effect. Informational text gives necessary details and explanations, identifies important versus unimportant information, and sometimes incorporates narrative elements to engage readers.
Sigmund Freud proposed that personality develops through five psychosexual stages - oral, anal, phallic, latent, and genital. Each stage is focused on a different erogenous zone and the child's libido develops as they resolve conflicts related to that zone. Fixation at a stage can result from unsuccessful resolution of the associated psychosexual conflict and influence personality traits. Freud believed his psychosexual theory explained how early childhood experiences shape adult personality. However, the theory is difficult to scientifically test and future predictions are vague.
This document provides guidance on how to become a better reader of expository texts. It explains that expository texts make up most of what adults read and include textbooks, manuals, newspapers, and more. There are specific elements in expository texts, such as description, sequence, comparison, and cause and effect, that readers need to understand. The document then outlines 10 steps for reading expository texts successfully, such as identifying the text structure, learning key terms, focusing on main ideas, and using graphic organizers. Mastering these strategies will help students comprehend expository material.
The document provides instructions for structuring an expository essay. It explains that an expository essay presents information objectively without arguing a position. The introduction should use a technique like a quotation, definition, or fact to grab the reader's attention and end with a thesis statement. The body paragraphs each require a topic sentence supported by evidence like statistics, expert opinions, or examples. The conclusion restates the thesis and main arguments.
Freud's psychosexual stages of development include the oral, anal, phallic, latency, and genital stages. The oral stage focuses on sucking and nursing. The anal stage involves toilet training and the retention or expulsion of waste. In the phallic stage, the Oedipus complex arises as children develop sexual desires for the opposite-sex parent. The latency stage is a period of sexual dormancy before puberty brings the genital stage and interest in heterosexual relationships. Unresolved conflicts from earlier stages can impact development and relationships.
This document discusses political participation and voting behavior in the UK. It provides an overview of key concepts like democracy, political power vs authority, and different theories that seek to explain voting behavior such as party identification theory, sociological theory, and rational choice theory. It also examines factors that influence voting like social class, partisanship, and more recent short-term influences. Participation in politics has declined over time with fewer people joining political parties or contacting politicians.
There are five main types of expository texts: sequence or time order, listing, compare and contrast, cause and effect, and problem-solution. Sequence or time order presents events in chronological order. Listing explains features of an object or event. Compare and contrast discusses similarities and differences. Cause and effect outlines reasons for events and their effects. Problem-solution discusses a problem and suggests possible solutions.
Freud believed that personality develops through five psychosexual stages - oral, anal, phallic, latency, and genital. At each stage, the libido or pleasure focus is in a different erogenous zone. Fixation can occur if needs are under- or over-gratified at a stage, resulting in unresolved conflicts. The phallic stage involves the Oedipus complex where children desire the opposite-sex parent. Resolving this helps one identify with the same-sex parent and progress to the latency stage of subdued sexuality and developing other skills. The genital stage begins puberty where sexual pleasure comes from outside the family.
The world is moving towards a crucial climate change meeting in Paris in December 2015 (COP21). The negotiations there will be based on national pledges, formally known as Intended Nationally Determined Contributions, with the goal of setting the world on a sustainable path. As energy production and use is responsible for two-thirds of greenhouse-gas emissions, the IEA feels an obligation to make a contribution to COP21 – a contribution which reconciles climate and energy needs.
The document summarizes Freud's psychosexual stages of development and other theories of human development. It discusses Freud's theory that personality develops through oral, anal, phallic, latent, and genital stages, where the libido or pleasure principle is focused on different erogenous zones. It also briefly mentions Erikson's psychosocial theory, learning theories, Piaget's cognitive development theory, Jung, and Maslow among the major theories of human development.
The document summarizes key findings from the World Energy Outlook 2013 report by the International Energy Agency. It finds that while countries are changing roles as both energy importers and exporters, long-term solutions to issues like rising CO2 emissions and energy access remain limited. Energy demand growth is shifting to Asia, particularly India, but fossil fuels still dominate the energy mix. Emissions continue rising and are not on track for the goal of limiting global temperature increase. Both conventional and unconventional oil sources will be needed to meet demand, with the Middle East playing a central role long-term. Renewables are expanding significantly worldwide but still require substantial subsidies. Regional differences in energy prices persist despite trends toward more interconnected global markets.