The document discusses using Elixir and various tools like Dialyzer and Concuerror for building machine learning systems. It covers topics like ensemble models, feature generation, applying models, and testing concurrency issues. Dialyzer is used to check for type errors and behaviors like functions with no local returns. Concuerror finds concurrency errors by exploring possible process interleavings and checks for issues like processes blocked on receives. The document also briefly mentions building a model registry and reactive machine learning.
This document contains an English lesson for grade 12 students on spoken narratives. It includes activities to practice listening to, summarizing, and discussing a fairy tale called "Snow White". The activities guide students to listen to and fill in blanks in the story, answer comprehension questions, identify vocabulary words, discuss story elements, and practice conversational expressions for giving suggestions and complaining.
Im Zusammenhang mit der kosmetischen Chirurgie wird unter anderem auch die Kinn OP angeboten. Die Form des Kinns beeinflusst das Profil des Gesichtes. Hier kann ein zu gering ausgeprägtes Kinn genauso
The video analyzes potential readings of the Yeah Yeah Yeahs music video "Sacrilege". The dominant reading is that the video criticizes the hypocrisy of a town condemning a woman for her sins while committing their own. A negotiated reading could involve being confused by the story or finding it unrealistic. An oppositional reading may reject the video for generalizing about women, showing a patriarchal society, depicting adultery punishment unrealistically, or being religiously or morally offensive due to explicit sexual content.
Change Round-Up is a for-profit company that provides a virtual "spare change" donation service at checkout to generate donations for charity while building customer loyalty and sales for merchants. The service asks customers if they want to round up their purchase total and donate the change to listed charities. Charities pay Change Round-Up 10-14% of donations as a fee for the service, which is free for merchants. Initial results show over 23% donation rates on average, with some women's sites seeing 65-70% of customers donating.
The document summarizes activities from the GEAR UP Summer Academy held at David Crockett High School in 2007. Students engaged in workshops on drama, art, and construction where they built castles and catapults. They also participated in games, a luau, toured the high school, and launched water balloons with catapults. Upcoming activities for this year include art, rock climbing, learning about geology, building rockets, and a field trip to a gem mine. Students are encouraged to sign up by March 30th to take part in this fun alternative to staying home over the summer.
The document discusses using Elixir and various tools like Dialyzer and Concuerror for building machine learning systems. It covers topics like ensemble models, feature generation, applying models, and testing concurrency issues. Dialyzer is used to check for type errors and behaviors like functions with no local returns. Concuerror finds concurrency errors by exploring possible process interleavings and checks for issues like processes blocked on receives. The document also briefly mentions building a model registry and reactive machine learning.
This document contains an English lesson for grade 12 students on spoken narratives. It includes activities to practice listening to, summarizing, and discussing a fairy tale called "Snow White". The activities guide students to listen to and fill in blanks in the story, answer comprehension questions, identify vocabulary words, discuss story elements, and practice conversational expressions for giving suggestions and complaining.
Im Zusammenhang mit der kosmetischen Chirurgie wird unter anderem auch die Kinn OP angeboten. Die Form des Kinns beeinflusst das Profil des Gesichtes. Hier kann ein zu gering ausgeprägtes Kinn genauso
The video analyzes potential readings of the Yeah Yeah Yeahs music video "Sacrilege". The dominant reading is that the video criticizes the hypocrisy of a town condemning a woman for her sins while committing their own. A negotiated reading could involve being confused by the story or finding it unrealistic. An oppositional reading may reject the video for generalizing about women, showing a patriarchal society, depicting adultery punishment unrealistically, or being religiously or morally offensive due to explicit sexual content.
Change Round-Up is a for-profit company that provides a virtual "spare change" donation service at checkout to generate donations for charity while building customer loyalty and sales for merchants. The service asks customers if they want to round up their purchase total and donate the change to listed charities. Charities pay Change Round-Up 10-14% of donations as a fee for the service, which is free for merchants. Initial results show over 23% donation rates on average, with some women's sites seeing 65-70% of customers donating.
The document summarizes activities from the GEAR UP Summer Academy held at David Crockett High School in 2007. Students engaged in workshops on drama, art, and construction where they built castles and catapults. They also participated in games, a luau, toured the high school, and launched water balloons with catapults. Upcoming activities for this year include art, rock climbing, learning about geology, building rockets, and a field trip to a gem mine. Students are encouraged to sign up by March 30th to take part in this fun alternative to staying home over the summer.
The document analyzes the theological and chemical connections that can be drawn from the Getty Center tram. Theologically, details of the tram like its colors and layout serve to guide passengers similarly to how the Bible guides Catholics. Chemically, the tram can represent the transfer of electrons between atoms like in ionic bonding, and the flow of artistic details into the tram through its windows mirrors the flow of solutions in chemistry. Overall, the tram serves to transform and prepare visitors for the Getty Center experience through its various subliminal references to religion and science.
This document analyzes music from the video game Final Fantasy VII and argues that it deserves more recognition as an art form. It summarizes three songs: 1) The "Main Theme" captures the mood of the story and goes through different emotions. 2) "Tifa's Theme" adds to her character and personality through its simplicity. 3) "World Crisis" combines themes to tell the conclusion of the story. The analysis shows how the music enhances the story and characters, making it a creative work of art like film music.
This document discusses Bayesian global optimization and its application to tuning machine learning models. It begins by outlining some of the challenges of tuning ML models, such as the non-intuitive nature of the task. It then introduces Bayesian global optimization as an approach to efficiently search the hyperparameter space to find optimal configurations. The key aspects of Bayesian global optimization are described, including using Gaussian processes to build models of the objective function from sampled points and finding the next best point to sample via expected improvement. Several examples are provided demonstrating how Bayesian global optimization outperforms standard tuning methods in optimizing real-world ML tasks.
Presented at the Google Developer Group NYC Meetup on 9/12/16 http://www.meetup.com/gdgnyc/events/231371634/
This talk is focused on the design of learning agents using the techniques of reactive machine learning. We explored the difference between software agents (bots), intelligent agents, and learning agents. As the most complex class of agent, a learning agent has a sophisticated internal architecture, which we broke down into different capabilities. Finally, we examined how the techniques from reactive machine learning can allow us to build learning capabilities into our agents.
This talk is not just be about AI concepts, though. It covers a range of pragmatic techniques to aid you in your efforts to implement learning agents. Throughout, we considered where and how we can use external resources like libraries, services, datasets, and even humans to solve sub-problems in the agent design process.
Dokumen ini memberikan penjelasan tentang cara menerjemahkan kata "of" dalam bahasa Inggris ke dalam bahasa Indonesia. Terdapat beberapa kasus penggunaan "of" seperti untuk menunjukkan bahan, kepemilikan, partisi, aposisi, dan deskripsi. Dokumen ini juga menjelaskan urutan penerjemahan tergantung struktur kalimat sebelum dan sesudah kata "of".
These 10 Life Lessons by Bill Gates have always inspired me in every aspect. Hence, designed this a few minutes back.
Rule # 4: If you think your teacher is tough, Wait until you get a boss is my personal favourite. Enjoy. :)
Ryan Grassel University of Illinois Nondegree Transcript-Calculus IIRyan Grassel
This document is Ryan Grassel's official academic transcript from the University of Illinois at Urbana-Champaign. It shows that he completed 3 credit hours in 2013-2014, earning an A- in Calculus II. His overall GPA for the 3 credit hours is 3.67. The transcript provides information about authentication, privacy policies, and explains the grading system and accreditation of the university.
The document discusses food adulteration in India. It defines adulteration as the addition of unwanted substances to food. The Prevention of Food Adulteration Act of 1954 aims to prevent this by establishing standards for foods. Foods can be adulterated intentionally or incidentally by adding things like chemicals, filth or inferior substances. Common adulterants found in India include metals in spices, artificial colors in dairy, and toxic chemicals in snacks. Widespread testing by authorities finds that many foods commonly fail quality standards. High levels of adulteration remain a major public health issue.
Jean-François Puget, Distinguished Engineer, Machine Learning and Optimizatio...MLconf
Why Machine Learning Algorithms Fall Short (And What You Can Do About It): Many think that machine learning is all about the algorithms. Want a self-learning system? Get your data, start coding or hire a PhD that will build you a model that will stand the test of time. Of course we know that this is not enough. Models degrade over time, algorithms that work great on yesterday’s data may not be the best option, new data sources and types are made available. In short, your self-learning system may not be learning anything at all. In this session, we will examine how to overcome challenges in creating self-learning systems that perform better and are built to stand the test of time. We will show how to apply mathematical optimization algorithms that often prove superior to local optimization methods favored by typical machine learning applications and discuss why these methods can crate better results. We will also examine the role of smart automation in the context of machine learning and how smart automation can create self-learning systems that are built to last.
IUT EEE Department in partnership with N2SYS Technology proudlyorganized the Business Case Study Competition in Esonance 2016 where 130+ teams participated and my team 'The Optimists' went to the finals. Enjoy
Este documento discute la importancia de los objetivos en el proceso pedagógico. Explica que los objetivos son un componente fundamental que establece las intenciones de profesores y estudiantes y orienta el desarrollo integral de los estudiantes. También describe las funciones clave de los objetivos como guiar el proceso educativo, darle un carácter sistemático y motivador, y facilitar la evaluación de resultados.
The document analyzes the theological and chemical connections that can be drawn from the Getty Center tram. Theologically, details of the tram like its colors and layout serve to guide passengers similarly to how the Bible guides Catholics. Chemically, the tram can represent the transfer of electrons between atoms like in ionic bonding, and the flow of artistic details into the tram through its windows mirrors the flow of solutions in chemistry. Overall, the tram serves to transform and prepare visitors for the Getty Center experience through its various subliminal references to religion and science.
This document analyzes music from the video game Final Fantasy VII and argues that it deserves more recognition as an art form. It summarizes three songs: 1) The "Main Theme" captures the mood of the story and goes through different emotions. 2) "Tifa's Theme" adds to her character and personality through its simplicity. 3) "World Crisis" combines themes to tell the conclusion of the story. The analysis shows how the music enhances the story and characters, making it a creative work of art like film music.
This document discusses Bayesian global optimization and its application to tuning machine learning models. It begins by outlining some of the challenges of tuning ML models, such as the non-intuitive nature of the task. It then introduces Bayesian global optimization as an approach to efficiently search the hyperparameter space to find optimal configurations. The key aspects of Bayesian global optimization are described, including using Gaussian processes to build models of the objective function from sampled points and finding the next best point to sample via expected improvement. Several examples are provided demonstrating how Bayesian global optimization outperforms standard tuning methods in optimizing real-world ML tasks.
Presented at the Google Developer Group NYC Meetup on 9/12/16 http://www.meetup.com/gdgnyc/events/231371634/
This talk is focused on the design of learning agents using the techniques of reactive machine learning. We explored the difference between software agents (bots), intelligent agents, and learning agents. As the most complex class of agent, a learning agent has a sophisticated internal architecture, which we broke down into different capabilities. Finally, we examined how the techniques from reactive machine learning can allow us to build learning capabilities into our agents.
This talk is not just be about AI concepts, though. It covers a range of pragmatic techniques to aid you in your efforts to implement learning agents. Throughout, we considered where and how we can use external resources like libraries, services, datasets, and even humans to solve sub-problems in the agent design process.
Dokumen ini memberikan penjelasan tentang cara menerjemahkan kata "of" dalam bahasa Inggris ke dalam bahasa Indonesia. Terdapat beberapa kasus penggunaan "of" seperti untuk menunjukkan bahan, kepemilikan, partisi, aposisi, dan deskripsi. Dokumen ini juga menjelaskan urutan penerjemahan tergantung struktur kalimat sebelum dan sesudah kata "of".
These 10 Life Lessons by Bill Gates have always inspired me in every aspect. Hence, designed this a few minutes back.
Rule # 4: If you think your teacher is tough, Wait until you get a boss is my personal favourite. Enjoy. :)
Ryan Grassel University of Illinois Nondegree Transcript-Calculus IIRyan Grassel
This document is Ryan Grassel's official academic transcript from the University of Illinois at Urbana-Champaign. It shows that he completed 3 credit hours in 2013-2014, earning an A- in Calculus II. His overall GPA for the 3 credit hours is 3.67. The transcript provides information about authentication, privacy policies, and explains the grading system and accreditation of the university.
The document discusses food adulteration in India. It defines adulteration as the addition of unwanted substances to food. The Prevention of Food Adulteration Act of 1954 aims to prevent this by establishing standards for foods. Foods can be adulterated intentionally or incidentally by adding things like chemicals, filth or inferior substances. Common adulterants found in India include metals in spices, artificial colors in dairy, and toxic chemicals in snacks. Widespread testing by authorities finds that many foods commonly fail quality standards. High levels of adulteration remain a major public health issue.
Jean-François Puget, Distinguished Engineer, Machine Learning and Optimizatio...MLconf
Why Machine Learning Algorithms Fall Short (And What You Can Do About It): Many think that machine learning is all about the algorithms. Want a self-learning system? Get your data, start coding or hire a PhD that will build you a model that will stand the test of time. Of course we know that this is not enough. Models degrade over time, algorithms that work great on yesterday’s data may not be the best option, new data sources and types are made available. In short, your self-learning system may not be learning anything at all. In this session, we will examine how to overcome challenges in creating self-learning systems that perform better and are built to stand the test of time. We will show how to apply mathematical optimization algorithms that often prove superior to local optimization methods favored by typical machine learning applications and discuss why these methods can crate better results. We will also examine the role of smart automation in the context of machine learning and how smart automation can create self-learning systems that are built to last.
IUT EEE Department in partnership with N2SYS Technology proudlyorganized the Business Case Study Competition in Esonance 2016 where 130+ teams participated and my team 'The Optimists' went to the finals. Enjoy
Este documento discute la importancia de los objetivos en el proceso pedagógico. Explica que los objetivos son un componente fundamental que establece las intenciones de profesores y estudiantes y orienta el desarrollo integral de los estudiantes. También describe las funciones clave de los objetivos como guiar el proceso educativo, darle un carácter sistemático y motivador, y facilitar la evaluación de resultados.