This project aims to explore the concept of Artificial Intelligence and its applications in various fields. The project will involve conducting research, analyzing data, and presenting findings in a clear and concise manner.
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VACCARO VASILE STELIAN-MANAGING A SUCCESSFUL COMPUTING PROJECT STUDENT NAME- STUDENT ID-
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Table of Contents LO1.Establish project aims, objectives and timeframes based on the chosen theme................5 P1.Devise project aims and objectives for a chosen scenario............................................................5 P2 Produce a project management plan that covers aspects of cost, scope, time, quality, communication, risk and resources...................................................................................................7 P3 Produce a work breakdown structure and a Gantt Chart to provide timeframes and stages for completion.......................................................................................................................................11 LO2 Conduct small-scale research, information gathering and data collection to generate knowledge to support the project.............................................................................................12 P4 Carry out small-scale research by applying qualitative and quantitative research methods appropriate for meeting project aims and objectives.......................................................................12 LO3 Present the project and communicate appropriate recommendations based on meaningful conclusions drawn from the evidence findings and/or analysis...............................................14 P5 Analyse research and data using appropriate tools and techniques.............................................14 P6 Communicate appropriate recommendations as a result of research and data analysis to draw valid and meaningful conclusions...................................................................................................17 LO4 Reflect on the value gained from conducting the project and its usefulness to support sustainable organisational performance...................................................................................18 P7 Reflect on the value of undertaking the research to meet stated objectives and own learning and performance....................................................................................................................................18
Introduction:- Artificial intelligence is a simple approach or a simple technology which is used to make a computer, a protocol or other devices much smarter than normal. and the basic object Is Artificial intelligence also provide some different tasks in it like recognizing and understanding about the real world, also used to planning for the external world, learn the adaption these are the basic functionality which is used in artificial intelligence. To understand the artificial intelligence it also consists of various process in it like project management in AI as it evaluates, design and develops some of the basic technology. It also considers project time, resource and needs to completion of any project and also skilled to complete the project.
LO1.Establish project aims, objectives and timeframes based on the chosen theme. P1.Devise project aims and objectives for a chosen scenario. Artificial intelligence is simply used for the various purpose which recognises the basic aim and also used to transform human source into a meaningful and useful computer application. It is also known as the machine which is used to design and also programmed human acts which are useful and meaningful, and also it is life changing technology because it changes the wide area in today's era. Aim of this project is as we know that today artificial intelligence is the most common and useful technology , so the basic impact of AI is it opens new possibilities and as well as new challenge which is useful for teaching higher education , and it already impact on the nature which is profound , also different types of AI also present in nature like Narrow AI General AI These are the normal types of AI which are useful to recognise the object in the speech and language format, it is also used to learn about learning the capabilities of how to perform different tasks in it, Usage of AI is also different like this process include learning , reasoning and self-correction of the unit which include applications of AI and it also consists speech recognition and also some other machine vision, the main use of AI application is it would have low error rate with compared to humans, and it consist proper accuracy and speed also it won't affect the human environment . AI mostly impact on the business and also on the human because it is useful for gaining the ability to save the time and money by automatic rolling different process and tasks, it is used to increase efficiency the product and productivity. It also improves user experience, also a quality of product but It may consist of various key points like
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Automation : automation term in AI generally consist of various points like automation term refers simply like robot doing work in the form of human but the basic purpose of this to improve the human functionality and also to improve the user experience, throughout the human-automation it reduce the errors and also cost, it has the potential to detect the problem which missed by the human eyes, these are the quality which an AI-based project has in automation.
P2 Produce a project management plan that covers aspects of cost, scope, time, quality, communication, risk and resources. Project management plan simply covers different aspects of it like cost, scope and also quality and time of that particular project. Cost for making any kind of AI project is very sophisticated in price, it all starts for the customer support function which could be take price in between $ 40,000 to $ 10,000 , and such types of artificial intelligence project consist of various learning technologies and other powerful capabilities to perform various task in AI so the cost of any AI integrated project is high. Scope: scope of AI project is the very wide scope of computation and another automation world, there are various projects present in AI because for the significant advantage and as well as for the memory storage and power availability, AI is important. It also reduces the human efforts in it so the scope of AI is very much in today's era. Time: for making any kind of AI project, time management is taking a very important role because in artificial intelligence all the technology related to that require proper timing in it to function and better uses of that. And with all of these aspect project management in any technologies consist some more basic points like risk, communication, and also the quality of that work. risk consist of various vision in it like making anything related to this technology have the risk as well due to some technical issues. the quality check consists of various points as well like in it check the inside work related to these technologies has a better quality of work for the user who going to use it.
fig: task sheet
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LO2 Conduct small-scale research, information gathering and data collection to generate knowledge to support the project. P4 Carry out small-scale research by applying qualitative and quantitative research methods appropriate for meeting project aims and objectives There are various types of research methods are present which is going to fulfil the aim and objective of the AI project. So for this, there are 2 types of research methods are mainly required or present : Qualitative research Quantitative research As AI require timing and effective plans for any technology related to the project, quantitative research method is a simple method which is used to provide the solution over any problem and also used to help in developing the ideas. Qualitative research is used to unfold all the thoughts and opinions present for collections the methods which vary uninstructed. In AI projects it might be possible sometimes both research methods are required because these both methods are required to collect and analyse the data which is available of the project. AI project basically consists various aspects in it like emphasize and measurement so quantitative methods are used to do a measurement of an object and also analyze the data in a numeric and mathematical form, so this research method is useful. By applying these research technologies it implies that it is useful to develop ideas and for searching in a potential manner, also beneficial to uncover opinions and solve the problem and also use in unconstructed data and other structured techniques. Research over these methods is they are used for different purpose like qualitative methods are used when a researcher wants to include some methods and also want to answer the questions, explore and design different sample of concepts, observe immediate reaction, add better opportunity inside it for this it is beneficial.
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On the other hand, quantitative research is used to collect and check all the in size and range of the data which is needed to be expanded, this is the type of research which is helpful to search out the data which is opposed and useful inside the project. As the rule of thumb, using qualitative research method for exploring the data, processes and also for designing the process which is required to the struct, for making project on AI qualitative method is particularly more useful and depth-insights. An AI project also can use quantitative method for testing and validating the given project and its technology Hence any combination of a qualitative and quantitative method inside any research then it becomes the best design of any project if it is in under the cost, and also it is used to experience behaviour of any project.
LO3 Present the project and communicate appropriate recommendations based on meaningful conclusions drawn from the evidence findings and/or analysis. P5 Analyse research and data using appropriate tools and techniques. Analyse research while making any project in AI, there are 2 types of research technique present in it Quantitative research Qualitative research These are the 2 prominent methods of research, where each method having its own techniques like observation and experiments in it, for researching any data and techniques for any kind of project related to AI. It may consist one of these approaches or both at the same time so this is known as the mixed method research. Quantitative research:as the name of the research itself consist basic meaning of it like it is used for exploration and helps to gain different opinions and reasons to develop an idea, and the size of the data needed inside it small. Qualitative research:it is used to quantify any particular problem and also help to generate the numeric data and transform into useable statistics. These methods include much more systematic observation inside it. This type of data is not countable, it consists of numeric values, also unstructured Qualitative research data method is more useful because sometimes it collects all the smaller size data of quantitative data. In user research quantitative data is used to tell what user did and qualitative data is used to help or show why. Analysis of data in research, the process of evaluating data in analytical and logical purpose that is known or termed as data analysis. There are also many types of data analysis present in
research of any project like AI, these are specific like some of them are basic in nature, some are predictive and others are normal, Data analysis is simply referred and termed as finding the data, it is count in the most crucial part of any research project, it is generally used to summarize the data, and also help to determine the relationships, therefore the use of data analysis is to find out meaningful and helpful information about derived data. Analysis of data in research project divide into 3 parts: sentimental analysis Technical analysis Fundamental analysis Data analysis is basically used to show the wide range of activity present in any research method, and also used to discover the inherent facts, also various types of purpose also present to show the general meaning: Description: it is used to show the activity involved in this file, and also useful to collect the data. Interval: it provides the more useful information present to measure the result of the given research. Ratio scale: it has 2 character in it, in which one shows the precise result of any research method and the other one shows the zero point. As we know that in research method all the data which is present are in the form of a logical and mathematical range, so for this there is statistical range also present which generally used to calculate the given data, first use to measure the tendency and second is used to measure the position of data. The relationship also a feature which is measured through the relative statics calculation. In data analysis tools there are some basic points present like : Excel SAS
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And general techniques present for data analysis are qualitative and quantitative research method, these are the general techniques present which is useful to emphasize and organise the given data.
P6 Communicate appropriate recommendations as a result of research and data analysis to draw valid and meaningful conclusions. For analysis the result of any research-based tools and techniques there this various types of suggestions and also recommendations present for, and these recommendation are the following: Human resources Budget completion Procedure completion product customization these are the simple recommendation present in the AI project of research. Human resource: to get some advantage through the communicate appropriate recommendation program, any project needs skilled and as well as the experience of any human resource. I will recommend the project to get more efficiently who is contributing for completing within time and as well as for the budget of the AI limitations. Budget completion:budget completion refer the simple term which is used to manage the required resource before implementing the data inside it, so it gives enough budget for the AI project research, so the program has to see enough budget for the CSR program is used to facilities and implementation of any program. Procedure completion:when implementing of any AI research project it is important to manage or solve so many procedures which are used inside it, so many companies and as well as the project of the AI research which manage before the CSR program before getting the implementation of an advantage. product customization :the main feature of any AI research project in AI id featured as the quality of the product which are generally recommended in the project, which is need to serve and customize all the product and services which need to be implemented and useful for the research, and the main role of product customization is user can get the best product to meet all the requirement which is need in the research.
LO4 Reflect on the value gained from conducting the project and its usefulness to support sustainable organisational performance. P7 Reflect on the value of undertaking the research to meet stated objectives and own learning and performance. The research which is taking for any company to make any research in AI is the best method for analysis, and for this both methods are useful for the research like quantitative and qualitative methods which is used to done and use any methods more efficiently, as a project manager each project of research want more feasibility to solve any problem according to the given requirement, and for this qualitative research is revealed as the most useful quality product use inside the project, because in this method it is generally used to solve the price and other data of the research , also it describe and help the user to derive the best location for the particular research AI project. For value of undertaking it is further divide into some other work breakdown that help the project manager to set and to specify the task for the user or the customer, and also breakdown is important because it reduces the work pressure , and also while using different task work breakdown it is useful to accomplish any given task or data within the time limitation, also in this Gantt chart is used that is helped to specify the given task, so the project is implemented or accomplish within the time duration or limitations. Project manager’s own performance and learning : Cost control Communication skills Risk management skill Navigation skills
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These are the basic learning of any project manager during using different charts and also work breakdown structure for the research project. Cost control: as a project manager of any research project in AI, it helps to control the cost of the project, because cost take the main and important role in any project, and for this user or any project manager learnt various huge or new ideas to control the process of any project Communication skills:the most important fact and feature of any project manager is communication skill, because when the manager starts to communicate with the client so it is important to easily able to communicate with new and creative ideas of any customer. Risk management skill :any project either it is simple or a research it has some risks , so this is the main responsibility of the manager to handle and to manage all the risk of that particular project, so it teaches the project manager to learn and also to control the risk of the project, so that would help to create and accomplish project which meets the objective of the project. Navigation skills:when the user wants to accomplish and running the given research project of AI, so there are so many people present to delegates and use the given project, so for this it is used to create and make stakeholder deal with the new and creative idea with the client of that research. Performance review : The basic and main objective of this research is to make and establish the goal of the latest and new technologies related to AI. The research is also helpful to make or understand the scope of the market with a competitive advantage. The main element of research is to accomplish and worked according to the support and interest which is used to direct support to the top management.
It also faces various problem inside it like finding a new barrier and also negotiation which meets different approaches of that project. It has both weakness and strength within it like weakness is negotiation with new people indulge with new technologies and strength is subordinate with the user.
Conclusion : In a research of the AI project it consist various types of methods inside it to research the data, which is helping to manage and also used to perform any task in some specified time, it also used to help and accomplish any task present successfully with meeting different requirement for this like time, cost, communication and other important resources. In it also create and evaluate the values and timing cost for this through the Gantt chart and work breakdown structure, which consist various points like risk skills, navigation skills, communication skills and also control structure. These are the important feature for making any project because it is used to reduce the pressure and time of that particular project research task. And for the review and recommendation, there are also various points and features present like human resources, product and procedure customization which is used to help to give suggestions for efficiently and better solving of any problem in AI.
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