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(> > ), MMM IN ON OO INIT, , me and money for the),, , fl ols),, s (people and tools) gald to be project,, , nected requirements are, rg about what 16 to be done to, , © Such tasks, which need planning of resource, successful completion in conformance to the ex], , © A problem scope is mutual understanding of all stakeholde, solve that problem,, , © Al project stages include problem scoping, data acquisition, d, , data, evaluation., ? ae 5, , Scoping: Defining what to do to solve a problem., Acquisition: Collection, compilation., , ata exploration, modelling, , Exploration: Go through, observe, analyse., Model: Present or arrange in a particular order or format., , 2222, , Evaluation: To compare and assess for selection., , Md nNiTROoUCT! ON, , in ROW Cie Qe emma! i, CONCEPTUAL SKILLS ASSESSMENT, , A. Choose the correct answer., il, For successful completion, a project needs better lone,, , a Imagination b. People, VE Plan d. Organisation, 2s The purpose of the projectis translated into achievable Gtools, a. Heights b. Output, c. Plan A. Goals, 3) Project _Sco be enables us tosee whatis tobe done ina project., a Detail -b- = Scope, c Plan d. Activities, 4. Existing businesses are suitable for Alimplementationdueto bulkorimmense daly ., a Scope “br s«éData, (a, Revenue , d. Information, 5. Dataexplorationis followed py modelling daly, ws Modelling data b. Data acquisition, ch Problem scoping d. Evaluation, , -—_—_s-—___.
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Fillin the blank,, Project, Every problem drives us to find_Saluttan, A_ Protect isapiece ofplanned work., , x are defined out ofthe purpose ofa project., Project Scope. helps create an efficient project plan., Newer systems are not suitable for Al implementation because they do not have enough, , a aed, , State whether True or False., , Asolution cannot be defined without understanding the problem., For day-to-day difficulties, a detailed project plan is necessary., Project goals together map with the purpose of the project., Anexisting, old business is suitable toimplement Al., , An Al project cannot be executed in stages., , Cae ace), , D. Matchthe Al Project Cycle Stages with their purpose., , Al Project Cycle Stages Purpose, , 1. Problem scoping a. Using data to train Alsystems., Dataacquisition b. Define the goals of Al system., Data exploration c, Collect and'compile relevant data., Modelling data d. Analyse and select suitable Al system., Evaluation > e. Well-organised andlaid out data., , , , , , , , vee, , LIFE SKILLS ASSESSMENT, Information Highway - Self-paced Learning, thinking skills, creativity, , © https://www.trustinsights.ai/blog/2019/07/5-ways-your-ai-projects-fail-part-1-introduction, -and-the-ai-machine-learning-project-lifecycle/ |, , © https://www.devteam.space/blog/ai-development-life-cycle-explained/, , Experiential Learning - Teamwork, communication, presentation, critical thinking, decision making,, problem solving, leadership, Prepare a 1000 words write-up ora 5 slide presentation on Building a Machine Learning System, , after reading the article at https://towardsdatascience.com/6-important-steps-to-build-a-machinelearning-system-d75e3b83686. aa pooigite es
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A., ls, , , , AT Projact Cycle? Problem peoping, KEVYW: RDS g, , ~) Abstract: Having no definite shape or definition, brief and unclear., ~) Scope: Working boundary of a problem area, premise of proposed solution., , , , , , ak, , ~ Resource: Person, tools and infrastructure required to work on a project., , “ Budget: Projection of expected expenses and allocation of finances to different parts of an, organisation or project., , “ Threat: Any challenge that may delay the solution delivery or affect its quality., , “§ Context: Problem area that needs the solution., , “6 Problem statement: A short, concise description of the problem along with the proposed solution., , “© Goal: A piece of problem-solving purpose to be achieved., , CONCEPTUAL SKILLS ASSESSMENT, Choose the correct answer, , Problem scopingis the {i rest stage of Al project cycle., , a Last be First, , & Optional d. Random, Problem scoping gives a clear vision of otherwise problem., a. Distinct b. Specific, , e Large 4 —_— Undefined, Manpower refers to the required for developing solution., , a. Infrastructure be Resource, , @ Liability d. Input, , Defining how to integrate the solution with the business activity is the of the, solution designed., , ae Outcome b. Vision, c Context d. Need, Problem statement includes, a The problem description, , 2 Botha) andb), , Fillin the blank., , , , Proposed solution, , ee, , Problem details, , , , , , , , , , The purhose ofthe problem is defined when the problemis understood., Goals should be set to coverentire Scope ofthe problem-scoping exercise,, , Yon b OWT is oneimportantrequirement of developingasolution., , , , 2
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4. Machine malfnctoningisanexampleofa_ Chai, 5. Time is one ofthe main factors of problem scoping., , G State whether True or False., , ; opinga solution. F, Problem scopingcan be done atany point of time while develo} 6 ped, , Smaller projects do notneed problem scoping., , rent. ane, , 1, , 2), , 3: Problemis identified in problemscoping. pamed, 4 Vision and outcome ofa problem-solving exercise are diffe’ U, iS), , Aproblemstatementneeds to be in fine details., , D. Match the following problem scoping activities with their examples., , Activity Example, , Software is not upgraded and needs new version., Prepare a data-set of 3 variables in 1 week with, 1000 records., , How to increase sale by developing a visitor, support system?, , d, Abudgetof 10 crores to develop the solution., , 1. Problem identification, 2. Goalidentification, , , , , , 3. Requirement, , 4. Challenge identification, , LIFE SKILLS ASSESSMENT, Information Highway - Self-paced Learning, thinking skills, creativity, © https://www.workfront.com/blog/how-to-write-a-project-scope, © https://www.lynda.com/Leadership-Management-tutorials/Defining-scope-problem/, 191343/443166-4.html, © https://dzone.com/articles/twelve-types-of-artificial-intelligence-ai-problem, , Experiential Learning - Teamwork, communication, presentation, critical thinking, decision making,, problem solving, leadership, , Fill the problem statement template for the following scenario:, , Edusoft Academy wants to enhance the learning experience of their students. For this purpose, they, conceived ofalearningassistant-EduPal.EduPalisa mobile app which students can use to ask, questions regarding any topic in their course they are pursuing. It should also be able to learn from, the questions asked by the students to relate the topics in the course in sucha Way thatifstudentasks, for one topic, it displays the links to other related topics also and lists the questions that have been, asked on that topic in past years. This will help students quickly revise the topics and learn on the, move anytime and anywhere. This willalso reduce load on the teachers in helping students revise the, lessons.
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@600000', , , , Data isa piece of fact that alone does not make sense., , Logical relationship between data values generates meaningful information., Data can be presented in various formats., , Data used to train the machine is called training data., , Data predicted by machineis called testing data., , Data quality refers to the accuracy and relevance of data., , Data acquisition has 2 aspects - data source and data acquisition process., , Asystem map is a tool to show the relationship among various elements ofa problem area ina, graphical form., , Al Poject Cycle Date Acquisition, 2 Ta &, , Data feature: Data type such as number, text, date, image etc., Training Data: Data used to train the machine., Testing data: Data predicted by machine., , CONCEPTUAL SKILLS ASSESSMENT, , Choose the correct answer, , “Ravi”, “@” and “10-Jun-2022” are examples of. ;, , as Data feature bs Data format, c Complex data-type d. Testing data
