Assignment

Please work through the following tutorials located at the following locations:

Python is a great language for doing data analysis, primarily because of the fantastic ecosystem of data-centric Python packages. Pandas is one of those packages, and makes importing and analyzing data much easier. Pandas builds on packages like NumPy and matplotlib to give you a single, convenient, place to do most of your data analysis and visualization work. In this python data science tutorial, you’ll use Pandas to analyze data on video game reviews from IGN, a popular video game review site. The data was scraped by Eric Grinstein, and can be found here. As you analyze the video game reviews, you’ll learn key Pandas concepts like indexing.

Exercise 1 Link: https://www.dataquest.io/blog/pandas-python-tutorial/

You need basic Python knowledge for this tutorial. If you understand if-else statements, while and for loops, lists, and dictionaries, you’re set to make the most out of this tutorial. You also need a code editor like Visual Code Studio, PyCharm, or Atom. In addition, while we walk through every line of code so you never feel lost, knowing basic pandas would help. Check out our pandas tutorial if you need a refresher.

Exercise 2 Link: https://www.dataquest.io/blog/regular-expressions-data-scientists/

Please screenshot your results and upload them to this Assignment Link.

Clash of titan methodologies

  1. Select one of the three scenarios studied for assignment 7.1. 
  2. How would the situation and conclusions change if that scenario were approach from one of the two other methodological approaches than it was.

450 words with intext references and 3 main references

Situation: participating honestly in a conversation in a difficult art succeeding is the sign of a skilful creator of actors knowledge

Methodology approach: Actor’s or System’s approach

3-5 Page in APA 6th standard Organ Leadership and Decision Making

3-5 Page in APA 6th standard, NO PLAGIARISM, a minimum of five peer-reviewed journal articles.

This week’s journal article was focused on how information and communication innovation drives change in educational settings. The key focus of the article was how technology-based leadership has driven the digital age.  Also, that the role of technology leadership incorporates with the Technology Acceptance Model (TAM).

In this paper, address the following key concepts:

  1. Define TAM and the components.
  2. Note how TAM is impacting educational settings.
  3. Give an overview of the case study presented and the findings.

The paper should meet the following requirements:

  • 3-5 pages in length (not including title page or references)
  • APA guidelines must be followed.  The paper must include a cover page, an introduction, a body with fully developed content, and a conclusion.
  • A minimum of five peer-reviewed journal articles.

Research Paper – Organization leader and Decision making

 Please write research paper APA 7 format:

This week’s journal article was focused on the Complexity of Information Systems Research in the Digital World.  Complexity is increasing as new technologies are emerging every day.  This complexity impacts human experiences.  Organizations are turning to digitally enabled solutions to assist with the emergence of digitalization. 

Please review the article and define the various technologies that are emerging as noted in the article.  Note how these emerging technologies are impacting organizations and what organizations can to do to reduce the burden of digitalization.

Be sure to use the UC Library for scholarly research. Google Scholar is also a great source for research.  Please be sure that journal articles are peer-reviewed and are published within the last five years.

The paper should meet the following requirements:

  • 3-5 pages in length (not including title page or references)
  • APA guidelines must be followed.  The paper must include a cover page, an introduction, a body with fully developed content, and a conclusion.
  • A minimum of five peer-reviewed journal articles.

The writing should be clear and concise.  Headings should be used to transition thoughts.  Don’t forget that the grade also includes the quality of writing.

Articles for references :

 

 

Chapter 1 Journal articles

main discussion

 

Discuss the differences as well as the advantages and disadvantages of IaaS, SaaS, and PaaS. Otherwise, you may include an implementation of each such as Salesforce or AWS with details on their services. 
You must post at least twice during the week on at least  two different days to get full credit. Your posts should add to the conversation with relevant information. Just agreeing with you classmates or similar responses will not receive any credit. 
I am not looking for long posts. Eight or so sentences for each post of  ORIGNAL writing will suffice. I do not want see paragraph after paragraph of copied material. Your post will be checked by SafAssign for similarity. 
If you use references they  MUST include in text citations where the information is used. If the information is a direct quote from a source it  MUST be in parentheses. Otherwise you are at risk of plagiarism. However, you do not have to use the APA Edition 6 format (template with fonts, heading, etc.) in the discussions.
Ignorance of APA Edition 6 citing and referencing is not acceptable in graduate level work. If you do not use it you may be accused of plagiarism. If you have not done so please familiarize yourself with it now. There are numerous sources under the “Start Here” tab.
Please DO NOT submit your posts as attachments in the discussion area. All writing need to be in the discussion area.

python programing

Assignment 5

Submit Assignment

  • Due Dec 11 by 11:59pm
  • Points 110
  • Submitting a file upload
  • File Types py
  • Available Nov 21 at 12am – Dec 11 at 11:59pm 21 days

Programming Assignment #5: Graph Solution to the Water Container Problem

What is the assignment?

What to hand in?

  • One (and only one) *.py file should be handed in. All your checks, unit tests should be inside of this file.
  • The name of the function in your program should be findWaterContainerPath, and it should except three integer arguments. 
  • Note that your program should be able to run at the console/terminal (e.g. $ python your_file.py). If it does not, then the execution portion of the assignment will be 0. 

What needs to be done?

  • Ultimately, all that needs to be done is to have a function, named findWaterContainerPath, return a list of states that represents a solution to the water container problem. 
  • Note that each state can be thought of a vertex on a graph, and the transitions between the states can be thought of as the edges. 
  • To successfully implement the function you will need to figure out what all of the possible state transitions (i.e. edges). You’ll then perform a BFS across all of these states; adding a state to your final solution path when it is used (and being sure to not add, or to remove, states that are not on the solution path).

Be careful… 

  • As with all assignments, do not copy code from the internet, and do not share/copy code directly from others. There are lots of poor implementations of this problem online, so even if you look at some to better understand the problem, be sure that you implement your own so that you can be confident that you understand what each step is doing. 
  • Remember, copying/sharing code is a violation of the Student Code of Conduct. If you are found to have been doing this, then the grade for this assignment may be a zero, and a report with the Dean of Students may be filed. 

Getting Started

  • Use the following code to get started if you like. If, however, you decide not to, be sure that you still name your function “findWaterContainerPath”, and that it accepts the three given arguments. 
import math

import unittest



def findWaterContainerPath(a, b, c):

    """ DOCUMENTATION FOR THIS FUNCTION """

    starting_state = (0, 0)

    final_path = list()

    final_path.append(starting_state)



    """ THIS IS WHERE THE REAL WORK FOR THIS ASSIGNMENT WILL BE """



    return final_path



""" ADD ANY OTHER (HELPER) FUNCTIONS THAT ARE NEEDED HERE """





class TestWaterContainerGraphSearch(unittest.TestCase):



    def testFindWaterContainerPath(self):

        """ INSERT DESCRIPTION OF WHAT THIS TEST IS CHECKING """

        """ IMPLEMENT YOUR FIRST TEST HERE """

        pass



    """ ADD MORE TESTS TO CHECK YOUR FUNCTIONS WORKS FOR OTHER VALUES """





def main():

    capacity_a = input("Enter the capacity of container A: ")

    capacity_b = input("Enter the capacity of container B: ")

    goal_amount = input("Enter the goal quantity: ")



    # ADD SOME TYPE/VALUE CHECKING FOR THE INPUTS (OR INSIDE YOUR FUNCTION)



    if int(goal_amount) % math.gcd(int(capacity_a), int(capacity_b)) == 0:

        path = findWaterContainerPath(int(capacity_a), int(capacity_b), int(goal_amount))

    else:

        print("No solution for containers with these sizes and with this final goal amount")



    print(path)





# unittest_main() - run all of TestWaterContainerGraphSearch's methods (i.e. test cases)

def unittest_main():

    unittest.main()



# evaluates to true if run as standalone program

if __name__ == '__main__':

    main()

    unittest_main()

Good luck!

Rubric

Assignment 5 RubricAssignment 5 RubricCriteriaRatingsPtsThis criterion is linked to a Learning OutcomeProgram Execution and Output30.0 to >25.0 ptsGoodProgram executes with no syntax or runtime errors and produces nearly all of the appropriate output when run through the test script (26pts – 30pts).25.0 to >10.0 ptsFairProgram executes with via the test script but does not produce all of the desired/correct output (11pts – 25pts).10.0 to >0 ptsPoorProgram does not execute via the test script without some modification and/or produces none or very little of the desired output in the test script (0pts – 10 pts).30.0 pts
This criterion is linked to a Learning OutcomeCode Logic and Design40.0 to >30.0 ptsGoodProgram has all required classes, variables, and methods defined (31pts – 40pts).30.0 to >10.0 ptsFairProgram has at least some but not all requisite classes, methods, or variables (11pts – 30pts).10.0 to >0 ptsPoorProgram has few or none of the classes, variables, or methods that were required (0pts – 10pts).40.0 pts
This criterion is linked to a Learning OutcomeCoding Standards and Documentation30.0 to >20.0 ptsGoodProgram has documentation for each class, method, function and this is displayed when using Python’s help function, “help()”. Documentation should clearly explain how and why methods are implemented as is (e.g. when and how does HashTable choose to resize itself). In addition to this, for full points the code should be consistently formatted, with consistency in how methods and variables are named (21pts – 30pts).20.0 to >10.0 ptsFairProgram has some documentation and is somewhat consistent in formatting, variable/method naming, etc. However, at least one of those is missing/incorrect (11pts – 20pts).10.0 to >0 ptsPoorProgram has little to no documentation, is not structured/formatted well, and does follow a consistent approach towards naming variables/method (0pts – 5pts).30.0 pts
This criterion is linked to a Learning OutcomeTesting10.0 to >5.0 ptsGoodProgram tests edge cases, or scenarios that would produce unexpected results using Python’s unittest (4pts – 5pts).5.0 to >2.0 ptsFairProgram tests for some edge cases but is missing important/obvious edge cases and may not be using unittest (3pts – 4pts).2.0 to >0 ptsPoorProgram has very few or no checks for edge cases, and does not make use of unittest (0pts – 2pts).10.0 pts
Total Points: 110.0PreviousNext

Question

Discussion Question #1: How do you describe the importance of data in analytics? Can we think about analytics without data? Explain.

Discussion Question #2: Considering the new and broad definition of business analytics, what are the main inputs and outputs to analytics continuum?

Discussion Question #3: Where do the data for business analytics come from? What are the sources and nature of those incoming data?

Discussion Question #4: What are the most common metrics that make for analytics-ready data?

Exercise #12:

Go to data.gov – a US government-sponsored data portal that has a very large number of data sets on a wide variety of topics ranging from healthcare to education, climate to public safety. Pick a topic that you are most passionate about. Go through the topic-specific information and explanation provided on the site. Explore the possibilities of downloading the data and use your favorite data visualization tool to create your own meaningful information and visualization. Show your visualization on your assignment submission

bi5

1. What is an artificial neural network and for what types

of problems can it be used?

2. Compare artificial and biological neural networks. What

aspects of biological networks are not mimicked by artificial

ones? What aspects are similar?

3. What are the most common ANN architectures? For

what types of problems can they be used?

4. ANN can be used for both supervised and unsupervised

learning. Explain how they learn in a supervised mode

and in an unsupervised mode.
5. Go to Google Scholar (scholar.google.com). Conduct

a search to find two papers written in the last five years

that compare and contrast multiple machine-learning

methods for a given problem domain. Observe commonalities

and differences among their findings and

prepare a report to summarize your understanding.
6.Go to neuroshell.com. Look at Gee Whiz examples.

Comment on the feasibility of achieving the results

claimed by the developers of this neural network model.

Need APA format.,with min 2 pages