## [Notes] Cracking the GRE Mathematics Subject Test – Steve Leduc

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## [Notes] Cracking the GRE Mathematics Subject Test – Steve Leduc

## [Notes] Learning From Data – A Short Course: e-Chapter 8

## [Notes] Learning From Data – A Short Course: e-Chapter 7

## [Book Note] Computer Vision: A Modern Approach (2nd Edition)

## Setting up VPS as a web server notes

## Backward Chaining implementation as State Space Search problem

## Linear vs Non-linear

## [Book Note] Learning From Data – A Short Course

## Sticky Note of Questions

## Thuật giải A*

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12 Entries in: **Short Notes**

Page 172: http://farside.ph.utexas.edu/teaching/sm1/lectures/node36.html#e4.32

Page 29 “Then, at least one of the will be strictly positive.”. Please refer to the constraint .

Page 18: Need an explanation for . Page 20: : is number of node in the first layer, is number of node in the input layer. Here is my guess: Each input node must connect to at least one node in the first layer (that is ). So the first input node can choose one in [...]

Page 458: I’m not sure if I interpret the statement right but here is my guess: One of the risk function in the example should look like this: . Page 459: The cost when an is refused to decide is: . The following arguments are applied for the Algorithm 15.1: If then we will rather to fail [...]

Setting up a secure Ubuntu LAMP server has an amazing article. However, it is a little outdated: UFW: In case VPS kicks you out even though you have allowed SSH port: [How to] Configures Iptables with INPUT rules (with dynamic NBD). Apache2: You should find 000-default site instead of default. All the site configuration should be ended by [...]

To me, Backward Chaining implementation can be viewed as a state space search problem. In this problem, a state consists two components: (Path, Goals) Path is the list of ordered rules that are used. Goals is the set of facts that currently need to be deduced. An available action at a state is a applicable [...]

I had been searching for the answer to what is linear and what is non-linear, and the article on The Minitab Blog is the best in my opinion: It gives the exact definition what is a linear model / equation / function. However, I believe that the official definition of linear should be found in some [...]

This book should be read along with watching its corresponding online course. However, you should not watch the online course alone. The Bin Model PAGE NOTE Page 19: Reference: Malik Magdon-Ismail. Page 31: y here is a random variable. Reference: Malik Magdon-Ismail, The Elements of Statistical Learning page 28. Page 32: “we will assume the target to be a [...]

KNOWLEDGE REPRESENTATION http://groups.csail.mit.edu/medg/ftp/psz/k-rep.html MACHINE LEARNING Có vấn đề nào có thể giải quyết bằng Supervised Learning mà không thể giải quyết bằng Unsupervised Learning không? ANSWER. In Bias-Variance Decomposition, what if the hypothesis set is more complex than the hypothesis and the average final hypothesis is far from target function than ? It looks like [...]

Dưới đây là trích một phần bài tập thực hành Trí tuệ nhân tạo. Lưu đồ và mã giả của thuật giải A* Close hay Examined? Tập hợp Close là tập hợp những đỉnh đã từng có tổng chi phí nhỏ nhất tập hợp Open. Tập hợp Examined là tập hợp những đỉnh đã được [...]