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

Exploratory Analysis with What-If Tool

25/10/2020 Client: happyw Deadline: 10 Days

In this individual assignment, you will perform an exploratory analysis with What-If Tool, to better understand the structure of datasets, investigate initial questions, and develop preliminary insights and hypotheses. Your final submission will take the form of a report consisting of key insights gained during your analysis.


Step 1: Dataset Selection and Initial Questions


Pick two datasets. These can be ones that are available for demo at https://pair-code.github.io/what-if-tool/explore/ (Links to an external site.). But we'll give you additional points if you choose to use datasets that are not available there.  


After selecting datasets – but prior to analysis – write down an initial set of three questions you'd like to investigate about the datasets and prediction results from ML models.


Part 2: Exploratory Visual Analysis


Next, you will perform an exploratory analysis of your dataset and results from ML models using What-If Tool. You can either use their web demo if you use their provided datasets. You can also use notebooks and revise them with your datasets and models.


You should consider two different phases of exploration.


In the first phase, you should seek to gain an overview of the structure of your datasets and results from their models. What is the structure of datasets? Which features are used? Are there any notable issues with the distributions of datasets? What is the model performance? What features contributed the most? Are there any surprising relationships among subsets of data and model results? Are there any fairness issues?


In the second phase, you should investigate your initial questions, as well as any new questions that arise during your exploration. For each question, playing with the visualizations in What-If Tool, that might provide a useful answer. Interact with their functionalities (e.g., datapoint editors, dropdown menus, fairness analysis) to develop better perspectives, explore unexpected observations, or sanity check your assumptions. You should repeat this process for each of your questions, and also feel free to revise your questions or branch off to explore new questions.


What to submit?


You'll submit a single PDF as a form of a report. For each dataset, you will provide 10 most interesting or surprising findings (or "insights") with details and screenshots. Your "insights" can include important surprises or issues (such as skewed data distributions, critical fairness issues) as well as responses to your analysis questions. Each finding will consist of a title and 2-4 sentence descriptions, and screenshots. Provide sufficient detail so that anyone could read through your report and understand what you've learned. You are free, but not required, to annotate your images to draw attention to specific features of the data. 


Do not submit a report cluttered with everything little thing you tried. Submit a clean, succinct report that highlights the most interesting, insightful observations. You don't need to tell us how the tool works -- we already know that. Think of this like a report to your manager who wants to know what the datasets look like and how the model worked. 


The structure of the report will be:



  • Dataset 1

    • Which dataset?

    • Three initial questions

    • 10 most interesting findings



  • Dataset 2

    • Which dataset?

    • Three initial questions

    • 10 most interesting findings




Grading



  • Clear questions applicable to the chosen datasets

  • Clearly written, understandable descriptions that communicate primary insights

  • Sufficient breadth of analysis, exploring multiple questions

  • Sufficient depth of analysis, with appropriate follow-up questions

  • Interesting insights that are worth reporting

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:

Instant Assignments
Financial Hub
Peter O.
Writer Writer Name Offer Chat
Instant Assignments

ONLINE

Instant Assignments

Good day dear client, I am a full-time freelance writer with years of experience. My strongest strengths are strong dedication to duty, reliability, quality and excellence. I am going to do an outstanding job for you, kindly PM me and let us commence. Thank you so much in anticipation of your positive response. Thank you very much.

$30 Chat With Writer
Financial Hub

ONLINE

Financial Hub

Hey, I have gone through your job posting and become very much interested in working with you.I can deliver professional content as per your requirements. I am a multi-skilled person with sound proficiency in the English language for being a native writer who worked on several similar projects of content writing and can deliver quality content to tight deadlines. I am available for both online and offline writing jobs with the promise of offering an incredibly responsive and supreme level of customer service. Thanks!

$30 Chat With Writer
Peter O.

ONLINE

Peter O.

Hello, I can assist you in writing attractive and compelling content on ganja and its movement globally. I will provide with valuable, informative content that you will appreciate. The content will surely hit your target audience. I will provide you with the work that will be according to the needs of the targeted audience and Google’s requirement.

$30 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

My mistress eyes questions and answers - Morality and moral controversies 9th edition ebook - University of southampton website - Prepare an incremental analysis for the special order - Policy/Regulation Fact Sheet - Unidrive m200 user guide - Ben and aris groupon - Mh rise striped hide - Organizational behavior a critical thinking approach pdf - Manova analysis spss - Outline - Quotes about john proctor - 2 7 8 as a improper fraction - System analysis - Macroeconomics - Alfred adler individual psychology - Rowing the bus reading comprehension questions - Michael mullen bridgewater security - Offspring theme song open your hips lyrics - Discussion responses x 10 - Avon products inc 2009 case analysis - Norton continuity subscription merchants - Barbara kruger essay - Analyze the successes and failures of the Arab Spring uprisings of 2010-2011. - Non elastic impression materials - Lululemon athletica inc case study - Examples of running records - Art quiz for students - Wk8 - The wooing of ariadne full story - Presentation in japanese language - Caps floors and collars - ARR HIST 2 - When was vedas written - What is the poem comin thro the rye about - 4.4 5 exploring physical connectivity - Allen bradley relay wiring diagram - Employee personal information form doc - Manicure aftercare leaflet example - Qls default interest rate - East los angeles riots - Amp flexible super - super account - Civil engineering co op - Cost of capital for swan motors - Apprehend harley quinn electric water - Essentialfunctions xlsx at www seletraining com - Silhouette studio failed to locate framework dll - Riverview community hospital case study answers - FOUNDATION OF PUBLIC HEALTH NURSING 2 - E commerce at yunnan lucky air case study - Module 8 - Final Term Paper - British army loa rates - Netiq identity governance documentation - Scientific method game walk the plank - Kenya airways travel agents - Final Research paper - Mh marketing simulation - Hamas Case Study - Binary to gray code table - Case Study Due Tomorrow Midnight - Unwieldy inheritance - Linear alkyl benzene process flow diagram - Flood management hard engineering - Http psych hanover edu research exponnet html - Upright vacuum cleaners have either a hard body type - What are four bases for dna - Aspen efd1000 installation manual - Confidence Interval for Population Mean Using Excel - Health Statistics and Populations - Abou ben adhem poem wikipedia - Relative rate of change problems - Mistaken identity a ten minute play - Bigger biceps athlean x - Positive impact of reality shows on society - Medical appointment reminder text message sample - A cross flow heat exchanger used in a cardiopulmonary - Jeep key programming pin code - Psychsim 5 signs of aging answers - Assignment 1 - One page critical reflection, watch video - DISC 7 415 - Routledge book proposal form - Discussion - Mickleover primary learning platform - Plural nouns spelling rules - Bbc bitesize balancing equations - Harvard project management simulation answers - Theory and practice of counseling and psychotherapy student manual pdf - Cryptography and network security assignments - Assignment 3 - Nursing teaching plan for teenage pregnancy - Pivot table data crunching microsoft excel 2010 pdf - Youtube beauty and the beast part 7 - Origin of life worksheet - The law firm of furlan and benson accumulates costs - A project may have multiple irrs when - What is ucount rewards - Aiaa aerospace sciences meeting - Keller williams lead generation pdf - Books to use for inferencing