application of machine learning in python finance at northeastern
Machine learning has various applications in the field of finance, including Python. At Northeastern University, machine learning is employed in finance to analyze and model financial data, make predictions, and support decision-making processes.
This application of machine learning enables the extraction of valuable insights, risk assessment, portfolio optimization, fraud detection, and more. In the context of finance at Northeastern University, machine learning in Python can be leveraged for a wide range of tasks. One significant application is the analysis and modeling of financial data.
By utilizing machine learning algorithms, patterns and trends can be identified in historical data, enabling the development of predictive models. These models can then be used to forecast future market trends, stock prices, and other financial indicators. Machine learning in finance also plays a crucial role in risk assessment. By analyzing large datasets, machine learning algorithms can identify potential risks, assess creditworthiness, and predict defaults. This enables financial institutions to make informed decisions when approving loans or managing investments.
Another valuable application of machine learning in finance is portfolio optimization. Machine learning algorithms can analyze historical performance data, market trends, and risk factors to optimize investment portfolios. This helps in achieving a balance between risk and return, maximizing portfolio performance.
Additionally, machine learning techniques are utilized for fraud detection in financial transactions. By training models on historical data and monitoring real-time transactions, machine learning algorithms can identify anomalous patterns and flag potentially fraudulent activities, providing an additional layer of security. Overall, the application of machine learning in finance at Northeastern University in Python enables advanced data analysis, prediction, risk assessment, portfolio optimization, and fraud detection, contributing to more informed decision-making and improved financial outcomes.
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Drag each label to the correct location on the image. Match the components of the ER diagram to the diagram.
Note that the above words will be arranged in an ER Diagram as follows:
Entity Name --> Relationship --> Cardinality --> Entity
An ER (Entity-Relationship) diagram is a visual representation used to model entities, their attributes, and their relationships.
What is the rationale for the above response?This is the standard order used in ER diagrams, where the entity names are first identified, followed by the relationship between entities, the cardinality of the relationship, and finally the related entity.
For example, consider the entities "Customers" and "Orders" which have a one-to-many relationship (one customer can have many orders). In the ER diagram, it would be arranged as follows:
Customers --> Has --> One-to-Many --> Orders
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what size is an internet protocol (ip) v6 payload field?
The Internet Protocol (IP) v6 payload field size is 16 bits.
In IPv6, the payload field is used to carry the actual data of a packet, such as the contents of an application or a higher-layer protocol. The payload field follows the IPv6 header and is used to transport information from the source to the destination. The payload field size in IPv6 is 16 bits, allowing for a maximum payload size of 65,535 octets. This larger payload field size in IPv6 compared to IPv4 (which has a 32-bit payload field) allows for more efficient transmission of data and supports the requirements of modern applications and protocols.
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Hello,
I need help with (MATLAB) programs because I want to create a task to simulate the probability of getting the following hands on a given:
•Couple
•Two pairs
•Triss
•Quad number
•Cook
•Ladder
Note that if the deal contains four identical cards, it only counts as a four and not also a pair or three.
The statistics should be plotted as a bar chart where the height of the bars indicates
the probability in percent. The program that simulates the statistics must receive
one argument, the number of rolls to base the statistics on.
To simulate the probability of getting specific hands in a card game using MATLAB, you can create a program that takes the number of rolls as an input and generates statistics. The statistics can be plotted as a bar chart, where the height of the bars represents the probability in percentage.
To create the MATLAB program, you would start by defining the rules of the card game and the conditions for each hand (e.g., couple, two pairs, triss, quad number, cook, ladder). Then, you can implement a loop that performs the desired number of rolls, randomly generating card combinations and keeping track of the occurrence of each hand.
Within the loop, you would check if the current combination matches any of the defined hands. If a match is found, you increment the corresponding counter. After the loop completes, you calculate the probabilities by dividing the frequency of each hand by the total number of rolls and multiplying by 100 to get the percentage.
Finally, you can use the bar chart function in MATLAB to plot the statistics, where each hand corresponds to a bar, and the height of the bar represents the probability of obtaining that hand.
By executing this program with different numbers of rolls, you can observe how the probabilities of getting specific hands vary and gain insights into the dynamics of the card game.
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Once a business determines that change needs to occur, what ahould the
business create?
A. Business operation
B. Business analysis
C. Business model
D. Business strategy
Answer:
D. Business strategy
Explanation:
Kono Dio Da!!
true or false A software license is a legal agreement but it does not control the use and distribution of software.
A software license is a legal agreement but it does not control the use and distribution of software is True.
They are some of the exclusive rights that the copyright owner has, or the rights that come with copyright ownership. A permission is granted by a license.
What is licensed software?On the other hand, licensed software is exclusive software that is only made available to authorized users through a licensing agreement. As the source code is not intended to be shared with the public for anyone to view or alter, it is the exact opposite of open source.Shareware software is offered for free or at a cheap cost, but in order to use it fully legally, it usually needs to be purchased and registered.Free software that has minimal license and copyright restrictions is known as proprietary software. The distribution disc's most popular apps and files are copied to your computer's hard drive during a custom installation.To learn more about licensed software refer to:
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error handling python
You can check for mistakes in a block of code using the try block. You may deal with the error in Python using the except block.
How do you deal with Python's many errors?Capturing every exception using a try-and-except statement
Python uses the try and except statements to catch and manage errors. The statements that manage the exception are written inside the except clause, but the sentences that potentially raise exceptions are retained inside the try clause.
What is Python's approach to value errors?A try-except block can be used to fix the ValueError in Python programs. Try blocks should contain any lines of code that could potentially throw a ValueError, and except blocks can catch and handle errors.
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Question:
What is error handling in Python?
Which of the following is constantly changing and advancing?
Innovation
Cell phones
Technology
Computers
Answer:
Technology
Explanation:
This is because Cell phones ,Innovation ,and Computers ARE changing although they are in the same group of "Technology" so it would be technology.
Any questions?
In class discussions we learned that the principle of holding employees accountable for internal control responsibilities is most closely associated with which of the COSO component
The principle of holding employees accountable for internal control responsibilities is most closely associated with the Control Activities component of the COSO framework.
Control activities are the policies and procedures implemented by management to ensure that internal controls are functioning as intended.
Holding employees accountable for their responsibilities within these control activities is essential to maintaining effective internal control.
This principle emphasizes the importance of assigning clear roles and responsibilities to employees, monitoring their performance, and taking corrective action when necessary.
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Yesterday, you created a new swap area for your system. Today, after rebooting the system, you find that the swap area is not mounted. What should you
Answer:
You should recreate your swap mount and save it so it does'int go anywhere and u can have it for another day
Explanation:
A search expression entered in one search engine will yield the same results when entered in a different search engine.
A. True
B. False
Answer:
false
Explanation:
For your biology class, you have taken a number of measurements for a plant growth experiment. You wish to create a chart that shows what the progress looks like over time. Which application is best suited for this effort?
Notepad or Paint
Impress or PowerPoint
Writer or Word
Calc or Excel
Q1 – A python script is attached below. Please choose the correct approach to update it so that it will draw a square instead of a line.
import turtle
t1 = turtle.Turtle()
for m in range(4):
t1.forward(50)
turtle.done()
A. Add “t1.right(90)” in the for loop, after the forward(50) statement.
B. Add “t1.right(90)” before the for loop.
C. Replace “t1.forward(50)” with “t1.square()” statement.
D. Replace “t1.forward(50)” with “t1.left(90)” statement.
Q2 – Try the following script, what will you get?
G1 = turtle.Turtle()
for i in range(50):
G1.forward(50)
G1.right(144)
turtle.done()
A. A star
B. A circle
C. A square
D. A curve
Answer:
A and A
Explanation:
Q1 – The correct approach to update the script so that it will draw a square instead of a line is:
A. Add “t1.right(90)” in the for loop, after the forward(50) statement.
This will make the turtle turn right by 90 degrees after each forward movement, creating a square.
Q2 – The script will draw:
A. A star
The script moves the turtle forward by 50 units, then turns it right by 144 degrees. This process is repeated 50 times, creating a star pattern. The angle of 144 degrees is chosen because it is a divisor of 360, which ensures that the turtle returns to its starting position after completing the loop.
どういたしまして
Which security principle states that if you have not specifically been allowed access, then it should be denied
The security principle that states that if you have not specifically been allowed access, then it should be denied is known as the principle of least privilege (POLP).
POLP is a fundamental security concept that suggests that a user or process should be granted only the privileges or access necessary to perform their tasks and nothing more.POLP reduces the risk of unintended access, misuse, and data breaches that could result from unnecessary access by limiting access rights to the minimum level required to complete a job. For instance, a user account may be granted access to a specific folder, but the permissions could be read-only, preventing the user from making modifications.
This principle can help reduce the risk of a user unintentionally or deliberately accessing files or applications that they should not have access to.POLP is critical for data security in networks, especially in cloud environments. The principle is commonly used in computer networks and is widely recognized as a key aspect of data security. POLP limits access rights to only the most fundamental needs, and it ensures that network users can access only what is necessary to do their work while still safeguarding valuable data assets.
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7. in a binary search, first, the search item is compared with the last element of the list. a. true b. false
The statement "In a binary search, first, the search item is compared with the last element of the list" is false (b).
If the search item is less than the middle element, the search continues in the lower half of the list. If it is greater than the middle element, the search continues in the upper half of the list. This process of dividing the list in half and comparing the search item to the middle element is repeated until the item is found or it is determined that the item is not in the list.
In a binary search, the search item is initially compared with the middle element of a sorted list. If it matches, the search is successful. If not, the process is repeated with the appropriate half of the list, depending on whether the search item is greater or smaller than the middle element.
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How would someone know if their were communication devices placed in their homes illegally. Cameras and USB controlling devices?
Explanation:
Among the recommended options often suggested by IT experts includes:
In the case of cameras, using a cell phone around the home switch results in unusual signal interference possibly indicates a special radio frequency coming from the illegally implanted device.The use of a mobile app designed for detecting hidden cameras. For example, the ”detect hidden cameras” app available on iPhone or Android mobile devices is a good tool. This app automatically senses the radio frequencies of any hardware within the device range.Write a function that takes in a parameter, squares it, and then prints the results. Squaring a number means multiplying it by itself. Then make several calls to that function in your start function to test it out. Does it
work for all arguments?
this is what i have so far but when i check the code it says “you should call your function square with some parameters. call your function at least twice” what am i doing wrong?
Answer:
are you looking answer like this?
def square(x):
return x * x
def start():
print(square(2))
print(square(3))
print(square(4))
print(square(5))
start()
Katie is a professional photographer. For a wedding season shoot, she chose an outdoor location to shoot her models wearing different kinds of
wedding gowns. She used natural lighting, and she kept the focus on the models with a blurry background. Which kind of focusing technique did
Katie use?
A- rack focus
B- silhouette focus
C- follow focus
D- selective focus
Answer:
D- selective focus
Explanation:
In photography the phrase 'selective focus' introduces a procedure where the photographer selectively concentrates on the subject of an illustration, basically neglecting all other characters of the scene. The contrast of the intense subject toward the delicate image background formulates powerful, meditative images.
Answer:
Selective focus
Explanation:
can direct the viewers' attention to a subjectt by focusing on the subject and burring the background
which of the following describes an ec2 dedicated instance? group of answer choices an ec2 instance running on a physical host reserved for the exclusive use of a single aws account an ec2 instance running on a physical host reserved for and controlled by a single aws account an ec2 ami that can be launched only on an instance within a single aws account an ec2 instance optimized for a particular compute role
Dedicated instance are EC2 is running on a physical host reserved for the exclusive use of a single AWS account. run in a VPC on hardware that's dedicated to a single customer. Dedicated instance are EC2 is used to run in a VPC on hardware that's desired to a single customer.
Dedicated Instances are Amazon EC2 instances that is running on a physical host reserved for the exclusive use of a single AWS account. Your Dedicated instances are physically isolated at the host hardware level from instances that belong to other AWS accounts. Dedicated Instances belonging to different AWS accounts are physically isolated at the hardware level, even if those accounts are linked to a single payer account. Dedicated Instances is that a Dedicated Host gives you additional visibility and control over how instances are deployed on a physical server, and you can consistently deploy your instances to the same physical server over time.
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A Class or ID can be declared in the opening or closing tag
psing tag
O True
O False
Answer
True.
Explanation:
In HTML, you can declare a class or ID for an element in the opening tag or closing tag of the element.
Electronic Computers could not understand our language of the alphabet and our number system. so what do you think had to be done to assist Computers to understand our Language and how we express our language.
Answer: All data in a computer system consists of binary information. 'Binary' means there are only 2 possible values: 0 and 1. Computer software translates between binary information and the information you actually work with on a computer such as decimal numbers, text, photos, sound, and video. Binary information is sometimes also referred to as machine language since it represents the most fundamental level of information stored in a computer system.
Explanation:
Answer:
I think a better way is to develop higher technology. Something like 5G will allow Electronic Computers to turn faster and understand our language.
Perform binary calculation: 110111 +101011) X 11
Answer:
10000110110
Explanation:
\(110111 +\\101011\)
______
1100010
1100010 × 2 is the same as \(1100010+\\1100010\) = 11000100
11000100 × 2 is the same as \(11000100+\\11000100\) = 110001000
110001000 × 2 is the same as \(110001000+\\110001000\\\) = 1100010000
\(1100010000\\11000100\\1100010+\\\)
_______
10000110110
Decrypt a message that was encrypted using the following logic: • First the words in the sentence are reversed. For example, "welcome to hackerrank" becomes "hackerrank to welcome". • For each word, adjacent repeated letters are compressed in the format
To decrypt a message that was encrypted using the logic you described, you can use the following steps:
Reverse the order of the words in the message: This will restore the original word order of the sentence.
For each word, find any compressed letters and expand them: For example, if a word contains the letter pair "aa", you can replace it with "a".
Concatenate the words to form the original message: This will give you the decrypted message.
Here is an example of how you can use these steps to decrypt a message:
Message: "kcabtoohsrewolfnwodgnikooL"
Step 1: "kcabtoohsrewolfnwodgnikooL" becomes "Look good going down now wolf welcome short so hot back"
Step 2: "Look good going down now wolf welcome short so hot back" becomes "Look good going down now wolf welcome short so hot back"
Step 3: Concatenate the words to form the original message: "Look good going down now wolf welcome short so hot back"
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suppose you are working with the tiny clothes database. write one sql query to find the name and address of everyone who bought pants.
SELECT Name, AddressFROM Customers
JOIN Orders ON Customers.CustomerID = Orders.CustomerIDJOIN OrderItems ON Orders.OrderID = OrderItems.OrderID
JOIN Products ON OrderItems.ProductID = Products.ProductIDWHERE Products.ProductType = 'pants';
The SQL query above retrieves the Name and Address of customers who bought pants from the Tiny Clothes database.
by joining multiple tables: Customers, Orders, OrderItems, and Products. The query links the CustomerID in the Customers table to the CustomerID in the Orders table, then joins the OrderID in Orders with the OrderID in OrderItems, and finally links the ProductID in OrderItems with the ProductID in Products. The WHERE clause filters the results to only include products with the ProductType of 'pants'. This query provides the desired information about customers who pants.
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select the true statement about html html is a network protocol
The statement "HTML is a network protocol" is false.
HTML (Hypertext Markup Language) is not a network protocol but a markup language used for structuring content on the web. It provides a way to define the structure and presentation of web pages. HTML is responsible for specifying the elements, tags, and attributes that define the content and layout of a webpage. On the other hand, network protocols, such as HTTP (Hypertext Transfer Protocol), are responsible for the communication between web servers and clients over the internet.
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Write a method that will print out a schedule from a network, where the network is the parameter to the method. The schedule should print out 2~3 show titles. The program exits when the user types in “quit”
public static void tvGuide(String network)
JAVA ONLY!!! CHECK YOUR CODE IF IT CORRECT!!!!!
Here's an implementation of the tvGuide method in Java:
The Programimport java.util.Scanner;
public class TVGuide {
public static void tvGuide(String network) {
Scanner sc = new Scanner(System.in);
String input;
while (true) {
System.out.println("Welcome to " + network + " TV Guide!");
System.out.println("Today's top shows:");
System.out.println("1. Show 1");
System.out.println("2. Show 2");
System.out.println("3. Show 3");
System.out.println("Type 'quit' to exit");
input = sc.nextLine();
if (input.equals("quit")) {
break;
}
}
sc.close();
}
}
This method takes a network string as a parameter, which is used to print out the TV guide for the given network. The method uses a Scanner object to get user input and a while loop to continually display the TV guide until the user types in "quit".
The break statement is used to exit the loop and the Scanner object is closed at the end of the method.
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Please give answers between 500 words.
What have been the major issues and benefits in
Electronic Data Interchanges (EDI) and Web-Based/Internet
Tools?
The major issues and benefits of electronic data interchange (EDI) and web-based/Internet tools, such as compatibility and standardization, privacy, cost, dependence on internet connectivity, etc.,
One of the challenges of EDI is that it is ensuring compatibility between different systems and also establishing standardized formats for data exchange. It requires agreement and coordination among trading partners in order to ensure the seamless communication, while there are many benefits that include EDI and web-based tools that enable faster and more efficient exchange of information, eliminating manual processes, paperwork, and potential errors. Real-time data exchange improves operational efficiency and enables faster decision-making. Apart from this, there are many other benefits to these.
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Assume that c is a variable that has assigned a string value. Write an expression whose value istrue if and only if c is a newline character.
Only if the character c is a newline. isQuadrilateral=numberOfSides in clause A
c == '\n'
What does the programming statement "c == '\n'" mean, and what exactly is a newline character?
The comparison operator "c == '\n'" determines whether the value of the variable "c" equals the newline character "n."
A newline character, which is a control character in programming languages, signifies the end of one line of text and the start of a new one. The ASCII character code 10 or the escape sequence "n" serves as its representation.
Create a formula whose value is true if and only if c is the character for a new line.
The evaluation of the comparison "c == '\n'" is as follows:
The variable "c value "'s is obtained.
A constant is established for the character "\n."
We compare the values of "c" and "\n."
The comparison's outcome is true if they are equal; if not, it is false.
Because of this, the statement "c == '\n'" can only be true if the value of "c" is a newline character. The formula evaluates to false if the character "c" is any other character.
In conclusion, this phrase can be used to programmatically determine whether a variable has a newline character, which is helpful for text manipulation and parsing.
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You defined a class and saved it as shoe.py.
Which line of code will allow you to use the class in another program?
from shoeClass import *
O import shoe from
O from shoe import
O import shoeClass from
Please hurry
Answer:
Import shoeClass from
Explanation:
You defined a class and saved it as a shoe. The line of code that allows you to see the class in another program is import shoeClass from. The correct option is d.
What is programming?A form of computer programming language known as procedural programming describes a number of well-planned actions and processes during the course of its development.
It includes statements, functions, and commands that are organized systematically to finish a computing task or program. Its main focus is on developing procedures.
While object-oriented programming is a type of programming where the emphasis is on creating objects as opposed to actions and data or logic. Its four guiding principles are encapsulation, abstraction, polymorphism, and inheritance.
Therefore, the correct option is d. import shoeClass from.
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who invented the computer?
Answer:
Charles Babbage invented computer