### 计算机代写|机器学习代写machine learning代考|COMP3670

statistics-lab™ 为您的留学生涯保驾护航 在代写机器学习 machine learning方面已经树立了自己的口碑, 保证靠谱, 高质且原创的统计Statistics代写服务。我们的专家在代写机器学习 machine learning代写方面经验极为丰富，各种代写机器学习 machine learning相关的作业也就用不着说。

• Statistical Inference 统计推断
• Statistical Computing 统计计算
• (Generalized) Linear Models 广义线性模型
• Statistical Machine Learning 统计机器学习
• Longitudinal Data Analysis 纵向数据分析
• Foundations of Data Science 数据科学基础

## 计算机代写|机器学习代写machine learning代考|Us and the City

From the moment we wake up in the morning to the time we go to bed at night, and even when we sleep, there so many little things that take place. We wake up, switch on the bathroom light, have a shower, wash our teeth. We then switch on the coffee maker, have a cup of coffee, wear our clothes, and get out of the building. We get into our vehicle, drive to work, wait at the traffic lights, get into elevators, make phone calls, use a computer maybe, submit an application to a municipal or governmental service … and the list goes on and on.

All these actions, whether you realize it or not, at their core need two things to take place either implicitly or explicitly. You and a rule-based agreement. In other words, your personal identity and a set of rules that make sure, whatever you do can be attested somehow. Your national identity (national ID) is typically needed for the contract with the utilities which give you electricity, gas, water, phoneline. It is necessary when you go to the bank to transact, when you interact with governmental services. Aspects of it are needed to enter a place at work with a code, to log into your computer or a web service. Similarly, predefined rules dictate your benefits and obligations, your utilities will continue to serve you if you exchange your money for the equivalent value of the electricity you consumed, the value of which is set based on market rules, time of day, contractual agreement. Your application will be processed if you can prove your identity, your car will be filled up at a gas station if you pay for it and depending on your bank card or loyalty agreement you will probably get some loyalty points.

Breaking it down to bare essentials, who you are dictates what or how rules apply to you, be it written or otherwise. Rules still apply to you, even if your identity is not explicitly required for an action. For instance, in the case of traffic lights, who you are will be punished if you do not respect the rules. Generally, we exist and interact peacefully within our cities because they are governed by rules, customs, codes of conduct, which we must abide by. These are necessary building blocks of our cities, in order to function efficiently, interact productively, and ensure the stability required moving towards our future.

## 计算机代写|机器学习代写machine learning代考|Identity in the Foreground

When we talk about identity we must tread lightly. A regulated identity, typically a national ID and/or passport, is the one that identifies us and allows us to sign contracts with others and interact with governmental and other services. But a person is not defined unidimensionally. Consider personal data like age, gender, religion, sexual orientation, ethnicity, personal health data, and others. Let us not forget social roles like motherhood, teacher, nurse, and others, or social group participation. Sociologists distinguish between personal and social identity and while it is our regulated identity that is officially used on paper, it is with these two that we interact at every other level. Add our digital self and the myriads of interactions that can be attested to it in the digital realm, be it using social networks or digital services, and one can see how identity can be powerful, yet fragile.

In a city environment, individuals’ identities must be placed front and centre as misuse can cause ripples in the social fabric. It can traumatize the relationship between individuals and the city, affect the ties of social groups, give rise to animosity and resentment. Conversely, if treated with trust and respect, they can be a city’s greatest springboard for urban catalyzation as suggested by Dr. Ali Cheshmehzangi $(2020)$ in his book Identity of Cities and City of Identities. A city’s identity is but the sum of its citizens’ identities, thus the manner in which it incorporates them into its processes can make all the difference.

## 计算机代写|机器学习代写machine learning代考|Rules of Engagement

At the base of every interaction there are rules dictating how outputs are defined by inputs, and even if these rules are not predefined, there are other rules that dictate how the outcome must be treated. Let us illustrate this with two simple examples, one evident and another less so. When you visit the bank to open an account the bank asks for your national ID and other details that (a) identify you as an entity and (b) allow the bank to run a check on you called Know Your Customer (KYC) check. When everything checks out, the bank gives you a contract, which you are expected

to read carefully and then if you agree to the terms, sign it. The terms are the rules which dictate your relationship with the bank, your signature means that you have agreed and thus take full responsibility under the law to face the consequences if terms are not met. This relationship is transactional in nature, meaning that every time you transact with the bank or use your debit card, the transaction is logged and can be audited at any time. This is a purely rule-based relationship with predefined rules which most of the times will stop you from doing something outside its confines, e.g., overdraft, and in case this is not possible to audit you in the future.
The next example, however, is not that straight forward. You move to a nice neighbourhood with your family. Six months later a vibrant bar opens its doors, right next to your house. It respects quiet hours as dictated by law, but the rest of the day it is so loud and crowded that your family is affected, you cannot find a parking spot near your house and you start to feel resentful. To make matters worse, because of all the people coming in, the neighbourhood becomes a magnet for other similar businesses. Suddenly your choice to move there with your family becomes a nightmare and you are living in it. What rules govern this case? If the law is the only defining agent, then who serves the citizen’s social identity?

Rules as previously stated can be explicit or implicit. With all aspects of identity being of equal importance, a city must uphold the rule of law but also address its citizen’s needs. Rules are important not only at a daily transactional level, where it is easy to foresee and define, as well as at a forward-thinking level where a city can run simulations of itself growing, changing, and hopefully adapting.

## 有限元方法代写

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## MATLAB代写

MATLAB 是一种用于技术计算的高性能语言。它将计算、可视化和编程集成在一个易于使用的环境中，其中问题和解决方案以熟悉的数学符号表示。典型用途包括：数学和计算算法开发建模、仿真和原型制作数据分析、探索和可视化科学和工程图形应用程序开发，包括图形用户界面构建MATLAB 是一个交互式系统，其基本数据元素是一个不需要维度的数组。这使您可以解决许多技术计算问题，尤其是那些具有矩阵和向量公式的问题，而只需用 C 或 Fortran 等标量非交互式语言编写程序所需的时间的一小部分。MATLAB 名称代表矩阵实验室。MATLAB 最初的编写目的是提供对由 LINPACK 和 EISPACK 项目开发的矩阵软件的轻松访问，这两个项目共同代表了矩阵计算软件的最新技术。MATLAB 经过多年的发展，得到了许多用户的投入。在大学环境中，它是数学、工程和科学入门和高级课程的标准教学工具。在工业领域，MATLAB 是高效研究、开发和分析的首选工具。MATLAB 具有一系列称为工具箱的特定于应用程序的解决方案。对于大多数 MATLAB 用户来说非常重要，工具箱允许您学习应用专业技术。工具箱是 MATLAB 函数（M 文件）的综合集合，可扩展 MATLAB 环境以解决特定类别的问题。可用工具箱的领域包括信号处理、控制系统、神经网络、模糊逻辑、小波、仿真等。