Loading...

Messages

Proposals

Stuck in your homework and missing deadline? Get urgent help in $10/Page with 24 hours deadline

Get Urgent Writing Help In Your Essays, Assignments, Homeworks, Dissertation, Thesis Or Coursework & Achieve A+ Grades.

Privacy Guaranteed - 100% Plagiarism Free Writing - Free Turnitin Report - Professional And Experienced Writers - 24/7 Online Support

1928 dartmore street pittsburgh pa

26/10/2021 Client: muhammad11 Deadline: 2 Day

IT 110 Project Description

Choose one (1) of the two tasks below for your final project

Jack Bauer family is going to move to Pittsburgh. The family is recruiting a butler to help them make decisions. The tasks are:

1. A house. Jack Bauer family wants to buy a house. The requirements are:

a) The price is less than 500,000 USD.

b) It has investment potential.

c) Close to medical centers/hospitals, universities and supermarkets/malls (Target, Walmart, Whole Food, Costco, etc.).

d) Excellent traffic in surrounding areas.

2. Technology setup. Jack Bauer can’t live without Internet and asks for your decision support on Wifi router. He has narrowed down the selection to three comparable models: NETGEAR Nighthawk AC1900, ASUS AC1900, Linksys AC1750. He asked opinions from his friends and collected some reviews for these routers.

You are required to give a presentation to Jack Bauer family to help them make the above decision.

· For Task 1, you are suggested to use (but not limited to) Decision Tree and search for some more data from web to prepare a rich and exciting presentation.

· For Task 2, you are suggested to apply sentiment analysis and search for more data from web to help them make the decision.

· Data: Pittsburgh property price data, products review data.

* You are encouraged to additionally collect your own data to conduct more solid analysis.

· A visualization system to help:

https://vietexob.shinyapps.io/real_estate_app

https://vietexob.shinyapps.io/traffic_real_estate

This is an open project, please feel free to use your resources and power!

Jack Bauer family is looking forward to your presentation!

Task 1 Guide:

1. Whether a house should be recommended is a multi-factor decision, including its price, investment potential, traffic, proximity to public services, crime rate, neighborhood etc. Try to manually rate several (say, 20~) housing options by discussing among group members. Determine an overall rating of each housing option based on the multiple factors your group chose to judge upon.

1.1 This rating can be somewhat subjective, but the more options you rate, the more objective your analysis becomes in the later training step.

1.2 Suggested scale is 1~10, but the actual rating scale is up to you.

1.3 Theoretically, if you manually rate all the 3318 options in csv data, your job is done because you can recommend the houses with highest ratings to Jack family. However, do you have time for that?

2. The subset of data you manually rated (i.e., labeled) is your training data + test data. Again, the more data you label, the more time you need, but the more useful your trained model will be. You need to find a balance by yourselves.

Select 90% of labeled data as training data, the rest 10% as test data to optimize your decision tree parameters. You want to train a decision tree model with good performance on your test data.

Things to think about:

2.1 How do you sample the training data and test data?

2.2 Do you need to use all the attributes provided in csv? Any preprocessing of the raw data?

3. When you trained a satisfactory decision tree model, apply the model to unlabeled data to automatically label them (make rating prediction).

Finally, provide suggestion to the family with good reasons.

Task 2 Guide:

1. Determine whether to perform a sentence-level or review-level sentiment analysis (what is your document 'unit' in training and testing data)? You can choose either, but you need to make it consistent between training and testing data.

2. Prepare training data from Amazon (or equivalent websites). You can do manual copy & paste to create separate training files. You can also automate this by writing codes if you have good programmers in your group.

2.1 How many sentences/reviews need to be in training data? Of course the more the better.

2.2 Proportion of reviews/sentences for each camera type; proportions of positive and negative reviews used as training set also need to be carefully considered

2.3. Other miscellaneous stuff like preprocessing, capitalization, word stemming etc.

3. Prepare your testing data based on the txt files given on Blackboard. These files contain sentences/reviews without labels. You need to use your sentiment analysis model to automatically label them.

3.1 You can manually convert the four files into separate testing files (either sentence level or review level). If you have a programmer in your group, automating this process is encouraged.

4. Train your model, and apply it to your test data. Finally determine which router is best based on your analysis.

IT 110 Final Project Grading Rubric

Rubric Item

Points

Submission of presentation slides

5

Introduction

2

Method and Model

3

Results

2

Interpretation/Limitation

3

Presentation Quality

5

Total

20

Suggestions for Presentation

You are to develop a 10-20 professional Power Point slide presentation.

This assignment stresses organizing thoughts in the appropriate hierarchy and sequence, selecting words for their power and expressiveness, using technical terms in appropriate contexts, and representing complex data and symbols precisely in prose. This assignment requires the use of appropriate business language--do not use slang, unprofessional language, colloquialisms, etc.

Quality of Final Project:

1. Presentation is logically organized.

1. Presentation is readable and flows with continuity

1. Rules of grammar, punctuation, spelling, sentence construction, upper case letters, paragraph construction, etc. --- are followed.

1. Do the slides support, amplify, and clarify your work?

1. Do the slides represent correct information?

1. Is the presentation visually attractive?

1. Do the slides use a common font, theme, etc.?

1. The data analysis must support your work

1. Data analysis must be thorough, accurate, and complete

1. Data visualization must be accurate, useful, and visually appealing

Formatting:

1. Utilize graphics to help emphasize a particular concept or answer to a question

2. One of the early slides should include an agenda slide or objective slide and a summary slide

3. Slides should have references at the end (does not need to be included in your slide count).

Overall Presentation Impact!

IT 110 Final Project

(Please attach this page to your final report)

I affirm that I have neither given, received, nor witnessed unauthorized aid on this deliverable and have completed this work honestly and according to the professor’s guidelines. Please PRINT and sign below.

Group Member _______________________________________

Group Member _______________________________________

Group Member _______________________________________

Group Member _______________________________________

Group Member _______________________________________

Homework is Completed By:

Writer Writer Name Amount Client Comments & Rating
Instant Homework Helper

ONLINE

Instant Homework Helper

$36

She helped me in last minute in a very reasonable price. She is a lifesaver, I got A+ grade in my homework, I will surely hire her again for my next assignments, Thumbs Up!

Order & Get This Solution Within 3 Hours in $25/Page

Custom Original Solution And Get A+ Grades

  • 100% Plagiarism Free
  • Proper APA/MLA/Harvard Referencing
  • Delivery in 3 Hours After Placing Order
  • Free Turnitin Report
  • Unlimited Revisions
  • Privacy Guaranteed

Order & Get This Solution Within 6 Hours in $20/Page

Custom Original Solution And Get A+ Grades

  • 100% Plagiarism Free
  • Proper APA/MLA/Harvard Referencing
  • Delivery in 6 Hours After Placing Order
  • Free Turnitin Report
  • Unlimited Revisions
  • Privacy Guaranteed

Order & Get This Solution Within 12 Hours in $15/Page

Custom Original Solution And Get A+ Grades

  • 100% Plagiarism Free
  • Proper APA/MLA/Harvard Referencing
  • Delivery in 12 Hours After Placing Order
  • Free Turnitin Report
  • Unlimited Revisions
  • Privacy Guaranteed

6 writers have sent their proposals to do this homework:

Finance Master
Smart Homework Helper
Maths Master
Supreme Essay Writer
Financial Assignments
Top Grade Essay
Writer Writer Name Offer Chat
Finance Master

ONLINE

Finance Master

I am an elite class writer with more than 6 years of experience as an academic writer. I will provide you the 100 percent original and plagiarism-free content.

$25 Chat With Writer
Smart Homework Helper

ONLINE

Smart Homework Helper

I have read your project details and I can provide you QUALITY WORK within your given timeline and budget.

$38 Chat With Writer
Maths Master

ONLINE

Maths Master

I have read your project description carefully and you will get plagiarism free writing according to your requirements. Thank You

$21 Chat With Writer
Supreme Essay Writer

ONLINE

Supreme Essay Writer

I have read your project description carefully and you will get plagiarism free writing according to your requirements. Thank You

$45 Chat With Writer
Financial Assignments

ONLINE

Financial Assignments

I have written research reports, assignments, thesis, research proposals, and dissertations for different level students and on different subjects.

$30 Chat With Writer
Top Grade Essay

ONLINE

Top Grade Essay

This project is my strength and I can fulfill your requirements properly within your given deadline. I always give plagiarism-free work to my clients at very competitive prices.

$35 Chat With Writer

Let our expert academic writers to help you in achieving a+ grades in your homework, assignment, quiz or exam.

Similar Homework Questions

Environmental determinism and possibilism - How many ml in 2 litres - Research methodology question bank pdf - 400 word blog project soc350 - Need Essay paper done - What are some ways the christian gospel is perceived in our culture - Bsbcmm401 make a presentation assessment answers - Order # 9692 - Discuss Question - Henri nestle net worth - Public Policy Chart - University of hertfordshire code - 2018 acc aha hypertension guidelines - Rondell data corporation case study pdf - Parts of an informal report - World War 2 - Child care business plan - Discussion - What makes a story a folktale - Essay questions about power - How to answer business law questions for exam - How to overcome cell phone addiction - True love by william shakespeare - Domtar hiring test - Change management audit controls - Tp castt poetry analysis answers - Saint jonathan patron saint of friendship - Orientation to the counseling profession 3rd edition - 77 annie street auchenflower - Fact finding techniques in database - Apa compare and contrast essay - Https www mindtools com pages article newldr_74 htm - Cloud computing assignment questions pdf - Ray tracing vs rasterization - Essay(Interview a Muslim) - Essay - In the last line of "god's grandeur," we see an unusual and complicated use of - Ormandy rycroft buffer vessel - Beach a river of sand - Oahu kiki tracks the number of units purchased and sold - Which of the following statements regarding gantt charts is true - Maladaptive responses to immune disorders - Out of the easy quotes - Capstone Research Companion - Chapter 7 statistics solutions - The world in six glasses sparknotes - How to find vce in a transistor - What does the fitt formula stand for - ITM- Graded assignment 2 - Properties of quadrilaterals answer key - 4th generation language example - Liverpool council nsw contact - An opportunity has four essential qualities - Http jko jten mil courses atl1 launch html - Basic computer skill questions - Natisco ice cream scoop - Advantage energy technology data center migration case study - Article Review and discussion about lean six sigma of a company - She's a smart enough broad summary - How have economic forecasts for this country evolved - Acara year 2 maths - Gold coast council number - Scope of practice for enrolled nurse - Symmetric to x axis y axis and origin - Need someone to do my accounting homework - How to use mapquest api - In the sanctuary of outcasts sparknotes - Erik erikson psychosocial theory - Economic Approaches in the Age of Industrialization - Are you sexist quiz pbs - How is ecological efficiency calculated - Suffering in crime and punishment - Discussion post - Crowned and uncrowned gear teeth - Resistor color code quiz 1 answers - Financial Acuity - General and special senses - Sample size calculator graphpad - Kayo dugan on the waterfront - Hands on networking fundamentals 2nd edition answers - Free homework help and answers - Northern counties dachshund association - Save sam lab answer key - Ups competes globally with information technology case study answers - Manor house lane surgery - Characterisation in the giver - Fdle special agent training academy - Kaiser aluminum richland wa - Strike pad lightning protection - Harrow lbc v shah - 500 words - compare and contrast methods for evaluating evidence - Heinrich domino - Business is a poker game and we are all bluffing - The magnitude of the electric current is directly proportional to the _____ of the electric field. - Aspen efd1000 installation manual - Diverse - Discussion: story of an hour - System positioning device nessus - How were the new england textile mills planned and built