algebra ii for dummies

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Equivalence relation and research object of abstract algebra

1. Abstract algebra is more abstract than that. Of course, as engineering students, our specialty is to use the more tangible things to help understand.First, the object of abstract algebra is primarily a collection, and this set defines some operations (subtraction and the like).2. Then talk about relationships. You see here, you think, relationship? So EZ. Because we are all intelligent, so the relationsh

"Linear algebra" essay: applying to the knowledge

To pick up the flowers Don't forget beginner's mind Apply 've seen Bit by bit Linear algebra is the combination of a group of numbers by linear combinations to get another set of numbers. The so-called linear combination, like the purchase of vegetables, I can buy half a catty of vegetables, two carrots and a broccoli-all the vegetables by a constant last added up to calculate a general ledger. I would never say I want to buy vege

"Abstract algebra" 09-Galois theory

has not found the first 6\ of the prime number of horses.\[f_n=2^{2^n}+1\quad (f_0=3,\,f_1=5,\,f_2=17,\,f_3=257,\,f_4=65537,\,\cdots) \tag{12}\]\[m=2^sp_1p_2\cdots p_n,\:(n\geqslant 0) \tag{13}\]3.2 Seeking root of polynomialThe polynomial seeking root is an important content of ancient algebra, as early as the ancient Babylon in BC, people have mastered the root of the equation two times. The Italians in the Renaissance gave the general method and f

Learning error-Correcting codes and related computational algebra systems

The past year has been dedicated to the IEEE 802.3BJ Forward Error Correction coding Module (FEC), and found that my dual synthesis work can be extended to FEC, including the formal validation and dual synthesis of FEC.This led me to the need to learn the error-correcting code, and the related polynomial ring and finite field operations need to operate on the computational algebra system, which led me to learn computational

Problems and attempts of relational algebra (4) Hierarchical data and interaction

limit is 1 million lines, but flexible analysis when users often do not have that large amount of data.The OLAP system, which is traditionally modeled, is like a cumbersome train model that runs much faster, but is too rigid. and users need more flexible car mode, I do not need to pull so much to run so fast, I need to go where I want to go.We look at Excel, I don't care about its formatting ability, is not able to make a good-looking report out, I only care about its ability to calculate the d

Machine learning-1, linear algebra

Linear algebra is the basis of machine learning, as early as six months ago we have developed linear algebra learning, of course, for machine learning, linear algebra is not to achieve the degree of mastery can be, more of the concept of understanding and cognition. So it's easy to learn. Today again made a brief summary, the first time the thinking guide drawin

Learning notes TF062: TensorFlow linear algebra compiling framework XLA, tf062tensorflow

Learning notes TF062: TensorFlow linear algebra compiling framework XLA, tf062tensorflow XLA (Accelerated Linear Algebra), a specialized Linear Algebra compiler (demain-specific compiler), optimizes TensorFlow computing. Real-time (just-in-time, JIT) compilation or advance (ahead-of-time, AOT) compilation to implement XLA, which facilitates hardware acceleration.

Minimum variance interpretation (linear algebra see PCA)

PCA Dimension Reduction-- Minimum Variance interpretation (linear algebra see PCA) Note: According to the online data collation, welcome to discussThe complexity of the machine learning algorithm is closely related to the dimensionality of the data, even with the dimension number of the exponential association. So we have to dimensionality the data.dimensionality, of course, means the loss of information, but given the relevance of the actual data it

"Abstract algebra" 05-Rings and Fields

Abstract algebra is not abstract, but the algebraic system studied has a wide range of example prototypes. In the study of group theory, we have seen that many systems have two operations at the same time, and they are interrelated, which forces us to study the structure and characteristics of this algebraic system. On the other hand, the interaction between operations can also lead to the special nature of a single operation, which you will see later

Relational algebra operations

Algebraic operations of five basic relationshipsCollection : Some specified sets of objects together become a collection in which each object is called an element.The three characteristics of a set: certainty, reciprocity, and disorder.(1) Certainty: Refers to a clear concept, the object description is clear, can not be vague, not ambiguous.(2) Cross-anisotropy: for a given set, any two of its elements are different.(3) Disorder: Given a set, the relationship between the elements in the set can

Linear Algebra: Chapter 2 determining factor 1

Chapter 2 determining factors § 1 Introduction Solving equations is a basic problem in algebra. Especially in the algebra learned by Middle School, solving equations plays an important role. This chapter and the next chapter mainly discuss the General Multivariate equations, that is, linear equations. The theory of linear equations is basic and important in mathematics. For Binary Linear Equations At that

1.5 Knots Karnaugh Map and Boolean algebra (Sop,pos) part1

In the previous chapters, we have done a lot of exercises. Now the algebra tools in our hands are only the Demorgen theorem and the push bubble theorem. Then in the design of the logic gate, there are many times more than one method of implementation, each with different advantages. So how to design the logic gate circuit of the arbitrary. The answer is to use mathematical tools. Mathematical.. Headache. It doesn't matter, just do it, you can learn it

"Linear algebra" essay: Picking up flowers at dusk

To pick up the flowers Don't forget beginner's mind Apply 've seen Bit by bit Linear algebra is a compulsory course in the University of Science, I am ashamed to say that I have not learned, throughout the semester all the classes I was thinking about one thing: this thing is very complex, what can be used to do? Think back to the math lesson I had since I was a kid:Primary school is subtraction, solves the problem of number, and

"Mathematics in machine learning" from sigma algebra, measure space to random variables

Σ algebraSo that X is a subset of the set of all subsets (subsets) of a sample space, the set X is called the Σ Algebra (Σ-algebra) and is called the σ domain (Σ-field).It has the following properties: (1) φ∈x; (Φ is an empty set)(2) If a∈x, then A's complement set a^c∈x;(3) If ai∈x (i=1,2,... ) is ∪ai∈x; Measurable spaceΩ is an arbitrary set, and X is a set of a subset of Ω that is stripped o

Problems and attempts of relational algebra (5) Cloud data organization

era is not easy to deal with. You're faced with a plethora of users who want to provide continuous service to a wide range of users in the cloud.Second, the separation of . Data in different times and places is separate, and data management requires federalism, not unitary. For example, Beijing's data, below the Haidian, Chaoyang these, but you want to replace Hebei province, the middle of a layer of Shijiazhuang, Baoding these cities, the level is not the same, not to make them into the same d

Machine learning--Linear Algebra Basics _ Machine Learning

Original address Mathematics is the foundation of computer technology, linear algebra is the basis of machine learning and deep learning, the best way to understand the knowledge of the data I think is to understand the concept, mathematics is not only used for exams in school, but also the essential basic knowledge of the work, in fact, there are many interesting math classes in the school There are many expanding class of data can let us divergent t

Machine learning-1, linear algebra

Linear algebra is the basis of machine learning, as early as six months ago we carried out linear algebra learning, of course, for machine learning, linear algebra is not the degree of mastery can be, more of the concept of understanding and cognition. So it's easy to learn. Today did a brief summary, the first time the Mind Guide picture here, the follow-up wil

Parallel Computing of relational algebra

The parallel execution of SQL queries has been extended from the learning of Dremel and Impala, so I took this opportunity to learn more about the parallel computing of relational databases and relational algebra. Speedup and ScaleupSpeedup are two times the hardware for half the execution time. Scaleup refers to two times of hardware in exchange for two times of tasks within the same period of time. But often things are not so simple The parallel exe

"Directory Navigation" linear Algebra Series blog post

Directory Navigation1.1 Matrix and its operations ( i ): Creating a Matrix Class1.2 Matrix and its operations ( two ): operation of matrices1.3 Matrix and its operations ( three ): Transpose of matrices2.1 determinant ( i ): Create a determinant class2.2 determinant ( two ): full permutation and reverse order number2.3 determinant ( three ):n -Step determinant2.4 determinant ( four ): Upper triangular determinant3.1 matrix inversion ( i ): adjoint matrix3.2 matrix inversion ( two ): inverse of m

Introduction to Linear Algebra (Chapter2)

Chapter 2 Solving Linear equations2.1 Vectors and Linear equationsthe core problem of linear algebra : Solving the equation system. ------------"but slope are important in calculus and this islinear algebra".a*x=b two kinds of viewpoints: The line space of a and the inner product of x, or a linear combination of the column spaces of a. -------key IssueCommon matrix decomposition : LU, QR, SVD (most commonly

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