How to get to the Civic Center at Gushu subway station

1. Bus route: Line 1, 27.2km in length
Gushu
take Line 1, after 20 stops, to the Convention and Exhibition Center Station
walk about 380m, to Shenzhen Convention and Exhibition Center
Shenzhen Convention and Exhibition Center

2.

If the developer agrees to handle and the real estate purchase contract is not registered in the Land Bureau, then it can handle the change of name, which is the so-called "change the bottom sheet". Fees are not fixed, some developers charge 2% of the price, some higher

"real estate invoice" can be divided into "sales real estate invoice (self issued)" (hereinafter referred to as "real estate self issued invoice") and "sales real estate invoice (issued on behalf of)" (hereinafter referred to as "real estate issued on behalf of invoice"). The self issued invoice of real estate shall be purchased and issued by taxpayers who meet the conditions for purchasing the invoice; The invoice for real estate shall be issued by the tax authorities, and no other unit other than the tax authorities shall issue the invoice for real estate

< H2 > extended data

1. The "machine code" should be consistent with the "invoice code", the "machine number" should be consistent with the "invoice number", and the "password area" generates the printed password according to the relevant parameters of the invoice (it is not necessary to fill in before tax control)

2, ID card number, organization code and taxpayer identification number collect the ID number of the payer. p>

3. "Real estate project name" and "project number" refer to the project name and number registered in accordance with the notice of the State Administration of Taxation on printing and distributing the Interim Measures for business tax project management and invoice use management of real estate and construction instry (Guo Shui Fa [2006] No. 128)

3.

Add directly

adding spouse's name ring marriage can be added directly. If the real estate belongs to the joint property of husband and wife ring the marriage, even if only one person's name is written on the real estate certificate, it is also the joint property of two people. Therefore, ring the marriage period, if you need to go through the name adding proceres of the real estate certificate, you only need to bring the marriage certificate, two house certificates, the original and of the ID card to the "change registration" window of the real estate trading center

ration of non marriage: ring the period of non marriage, the name of the real estate certificate can not be added directly, but can only be changed by donation

donation

the scope of donation includes non marriage period, relatives and friends. That is, the house property certificate plus children, parents and other relatives or friends can be donated. There are houses and loans

There are two ways to change the name:

one is to pay off the loan in advance, and then change the name

The second is to apply to the bank to change the borrower and mortgagor in the loan contract, and then go through the relevant renaming proceres in the Housing Authority after obtaining the approval of the bank. If there is a house but no loan, it will be regarded as a gift. Both parties need to sign a donation contract, and the donation contract must go through notarization proceres. The notarization fee is generally 1% of the value of the donated house. In addition, certain personal income tax, deed tax and other fees need to be paid (the donated house between immediate family members is exempt from business tax)

the donated house needs to submit the house ownership certificate, gift letter and deed, and go through the formal registration proceres for the change of house ownership in the relevant departments before it has legal effect. The specific steps are as follows:

the donator and the donee conclude a written contract about the house donation, namely the donation letter

the donee shall pay the deed tax and collect the deed certificate with the original house ownership certificate and gift certificate

notarization

go through the registration proceres of house ownership transfer

the donee shall apply for change registration in the real estate management department and submit the following certificates:

(1) application form (provided by the window)

(2) original real estate ownership certificate

(3) ID card and household register of relevant parties

(4) gift certificate and notarial certificate

(5) deed tax receipt

the donor delivers the house to the donee. Here "delivery" shall be subject to the registration of house property right transfer

extended information:

if it is the first time to buy a brand new commercial housing, there is no problem of changing the name of the real estate certificate, because the developer will directly register the name of the buyer when handling the real estate certificate. Generally speaking, the need to change the name of real estate certificate occurs in three cases: the sale of second-hand housing; gift; Succession

First, when buying and selling second-hand houses: how to change the name of the house property certificate? The following materials are needed to change the name of the house property certificate:

in practice, it is the most common case that the house property certificate needs to be changed because of the house sales. In today's era of high housing prices, many families are unable to bear the huge price of first-hand commercial housing, so they can only buy second-hand housing, which leads to the problem of property certificate renaming. When buying and selling a second-hand house, the proceres for changing the name of the house property certificate are as follows:

1

2

3. The buyer and the seller should bring the original and of their ID cards, household register, marriage certificate, tax payment certificate, house sales contract and house property certificate to the house registration department for transfer

If the buyer and the seller can not go to the notary office in person, they need to go to the notary office to handle the entrustment proceres

Second, when donating a house: how to change the name of the house property certificate? The following materials are needed to change the name of the house property certificate:

many families will donate houses between their families, for example, parents will donate houses to young children, or elderly parents will donate houses to their children to avoid inheritance disputes. Generally speaking, in the case of house donation, the name change of house property certificate should be handled according to the following proceres:

1

2. The parties to the house donation shall pay the relevant deed tax according to the provisions with the original house ownership certificate and donation contract

3. Notarization (there are differences in notarization in different places)

4. Register the transfer of house ownership, that is, change the name of house property certificate. When a party to a house donation goes to the real estate administrative department to change the name of the house property certificate, he shall submit an application, an ID card, the original real estate property right certificate, and a notary certificate of the donation secretary

Third, when inheriting the house: how to change the name of the house property certificate? The following materials are needed to change the name of the house property certificate:

after the death of the owner of the house, the problem of house inheritance will inevitably occur. At this time, the name change of the house property certificate is involved. According to the law, succession can be divided into testamentary succession and statutory succession

in the case of legal inheritance, that is, the property owner does not leave a will when he dies, then the legal heirs (parents, spouses and children) can go to the notary department to notarize the property inheritance with the property owner's death certificate, household register and house ownership certificate. The heir can go through the procere of changing the name of the property right, that is, the procere of changing the name of the house property certificate

in the case of testamentary succession, that is, when the property owner dies, he leaves a will. After the property owner dies, the heir specified in the will will will go to the notary department to notarize the will, and then go to the real estate department to go through the proceres of renaming the real estate certificate

the above is the answer to "how to change the name of house property certificate" and "what materials are needed to change the name of house property certificate". The result of changing the name of the house property certificate is to change the ownership of the house. Before changing the name of house property certificate, we should make sufficient preparations, including the cost, materials and proceres of changing the name of house property certificate. Of course, in order to make the name change of real estate certificate more smooth and safe, you can also consult a lawyer directly or ask a lawyer to accompany you. After all, there are millions of houses in a house, so the name change of real estate certificate can't be treated carelessly

4. Not only the top ten algorithms selected, but also the 18 algorithms selected, in fact, any one of them can be called a classic algorithm. They have had a profound impact in the field of data mining< C4.5
C4.5 algorithm is a decision tree algorithm in machine learning, and its core algorithm is ID3 algorithm. C4.5 algorithm inherits the advantages of ID3 algorithm, and improves ID3 algorithm in the following aspects:
1) using information gain rate to select attributes overcomes the disadvantage of using information gain to select attributes with more values
2) pruning ring tree construction
3) it can discretize continuous attributes
4) it can process incomplete data
C4.5 algorithm has the following advantages: the generated classification rules are easy to understand and the accuracy is high. Its disadvantage is: in the process of tree construction, it needs to scan and sort the data sets in order for many times, which leads to the low efficiency of the algorithm
2. The k-means algorithm is k-means algorithm
k-means algorithm is a clustering algorithm, which divides n objects into k segments according to their attributes, K 3. Support vector machines
support vector machine, which is called support vector machine for short (SVM). It is a supervised learning method, which is widely used in statistical classification and regression analysis. Support vector machine maps the vector to a higher dimensional space, in which there is a maximum interval hyperplane. Two parallel hyperplanes are built on both sides of the hyperplane separating data. Separating hyperplanes maximizes the distance between two parallel hyperplanes. It is assumed that the larger the distance or gap between the parallel hyperplanes, the smaller the total error of the classifier. An excellent guide is the pattern recognition support vector machine guide by c.j.cburges. Van der Walt and Barnard compare SVM with other classifiers< The Apriori algorithm is one of the most influential algorithms for mining frequent itemsets of Boolean association rules. Its core is a recursive algorithm based on the idea of two-stage frequency set. The association rules belong to single dimension, single layer and Boolean association rules. Here, all itemsets whose support degree is greater than the minimum support degree are called frequent itemsets
5. Maximum expectation (EM) algorithm
in statistical calculation, EM (expectation – maximization) algorithm is an algorithm to find the maximum likelihood estimation of parameters in probabilistic model, in which the probabilistic model depends on unobservable hidden variables. Maximum expectation is often used in the field of data clustering in machine learning and computer vision
6. PageRank
PageRank is an important part of Google algorithm. In September 2001, it was granted a US patent by Larry Page, one of the founders of Google. Therefore, page in PageRank does not refer to a web page, but page, that is, page is the name of this hierarchical method
PageRank measures the value of a website according to the quantity and quality of external links and internal links. The concept behind PageRank is that every link to a page is a vote on that page. The more links you get, the more votes you get from other websites. This is called "link popularity" - a measure of how many people are willing to link their website to yours. The concept of PageRank is quoted from the frequency of a paper in academic circles. That is to say, the more times it is quoted by others, the more authoritative it is generally judged
7. AdaBoost
AdaBoost is an iterative algorithm. Its core idea is to train different classifiers (weak classifiers) for the same training set, and then combine these weak classifiers to form a stronger final classifier (strong classifier). The algorithm itself is realized by changing the data distribution. It determines the weight of each sample according to whether the classification of each sample in each training set is correct and the accuracy of the last overall classification. The new data set with modified weights is sent to the lower classifier for training, and finally the classifier obtained from each training is fused as the final decision classifier
8. KNN: k-nearest neighbor classification
k-nearest neighbor (KNN) classification algorithm is a mature method in theory and one of the simplest machine learning algorithms. The idea of this method is: if most of the k most similar samples in the feature space belong to a certain category, then the sample also belongs to this category
9. Naive Bayes
among many classification models, decision tree model and naive Bayesian model (NBC) are the two most widely used classification models. Naive Bayesian model originated from classical mathematical theory, has a solid mathematical foundation, and stable classification efficiency. At the same time, the NBC model needs few parameters to estimate, which is not sensitive to missing data, and the algorithm is relatively simple. In theory, NBC model has the smallest error rate compared with other classification methods. But in fact, it is not always the case. This is because the attributes of NBC model are independent of each other. This assumption is often not tenable in practical application, which has a certain impact on the correct classification of NBC model. When the number of attributes is large or the correlation between attributes is large, the classification efficiency of NBC model is lower than that of decision tree model. When the correlation of attributes is small, NBC model has the best performance
10. Cart: classification and regression tree
cart,. There are two key ideas under the classification tree. The first is the idea of recursively dividing the space of independent variables; The second idea is to prune with validation data.

5. Before the emergence of big data, computer science relied heavily on models and algorithms. If people want to get accurate conclusions, they need to build a model to describe the problem. At the same time, they need to straighten out the logic, understand the cause and effect, and design delicate algorithms to get close to the reality. Therefore, the best solution to a problem depends on whether the modeling is reasonable, and the competition of various algorithms becomes the key to success. However, the emergence of big data has completely changed people's dependence on Modeling and algorithms. For example, suppose there are algorithms a and B to solve a problem. When running in a small amount of data, the result of algorithm a is obviously better than that of algorithm B.

6. made it," out

7.

Because data is the foundation, small data is naturally easy to over fit. The most useful way to solve over fit is to rely on data. The more complex algorithm is used, the easier it is to over fit

before the emergence of big data, computer science relied heavily on models and algorithms. If you want to get an accurate conclusion, you need to build a model to describe the problem. At the same time, you need to straighten out the logic, understand the cause and effect, and design a subtle algorithm to get a conclusion close to reality

therefore, the best solution to a problem depends on whether the modeling is reasonable, and the competition of various algorithms becomes the key to success. However, the emergence of big data has completely changed people's dependence on Modeling and algorithms

extended data:

big data analysis aims at it management. Enterprises can combine real-time data flow analysis with historical related data, and then analyze big data and find their required models. In turn, it helps predict and prevent future outages and performance problems. Furthermore, they can use big data to understand usage models and geographical trends, so as to deepen the insight of big data to important users

can also track and record network behavior, big data can easily identify business impact; With the deep understanding of service utilization, the profit growth will be accelerated; At the same time, collect data across multiple systems to develop it service catalog

8. It belongs to natural science. Big data algorithm is related to computer science and statistics, but in the final analysis, it belongs to mathematics, and mathematics is a natural science, so the relevant knowledge points of big data belong to natural science.

9. Unknown_Error

10. There are a lot of things that should be done directly, some can be calculated with data proof, so this arrangement has a few parts.