chapter 3 capstone project format

CAPSTONE PROJECT: Parts of a Capstone Project

• Parts of a Capstone Project
• Voice in the Capstone Project
• Analysis of Qualitative Data

What a Table of Contents Could Contain

I      Introduction        A     Statement Of Problem/Opportunity (Research Question)        B     Background, Context, And Significance Of Study        C     Project Researcher Identification II     Literature Review        A     Subheadings (Themes Discovered In Review)        B     Notice Of Gaps In Knowledge III    Methods        A     Subjects/Participants        B     Data Collection Approaches/Strategies              1     Advantage Of Strategy              2     Limitation Of Strategy              3     Potential Risk              4     Ethical Issues About Collection Upon The Subjects/Participants        C     Data Analysis Approaches And/Or Software (NOT The Results Themselves, Just How You Are Going To Analyze The Data – Coding Method, Analysis Of Interviews/Recordings, Mathematics And Stats Analysis) IV     Results, Findings, Interpretation, And Discussion V      Recommendations, Application, And Conclusion VI     Reference Pages

What Goes Into Each Section

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Thesis and Capstone Formatting Guidelines

The paper for the two official copies of the manuscript is 8 x 11, at least 20% cotton content. Text should only be printed on one side.

The margins for the text, including page numbers, must be 1 inch at the top, bottom, and right side of the page, and 1 inches on the left side to allow for binding. Page numbers should be included within these margins.

The body of the document must be double-spaced. Tables may be single-spaced. Consult the style manual of your discipline for spacing after title, headings, quotations, references, etc.

The typeface for the text must be 12-point, serif typeface, e.g., Courier, Times Roman. Black ink should be used unless color is approved by the thesis/capstone director.

Page Numbering

Number all preliminary pages with lower case Roman numerals. Place numbers one inch from bottom of page, three spaces to the right of center. Count but do not number the title page. Number the thesis main body with Arabic numbers in the upper right-hand corner of the page one inch from the top with a double space before the first line of text, and 1 inch from the right-hand side of paper edge. Count but do not number the first page of the main body of the text. Also, do not place a running head on this first page.

Preliminary Pages

Title Page. On the title page, the following information is vertically and horizontally centered: the title of the master's thesis; the full name of the author (this must be the name of the student record); "A thesis submitted in partial fulfillment of the requirements for the degree of (Master of Arts, Master of Business Administration, Master of Science, etc.)"; "Northeastern State University"; and the month and year in which the degree sought is to be awarded (contact the Graduate College for the correct month and year). There should be an equal number of spaces between title/author text and the degree text and the date.

Signature/Approval Page

The signature/approval page begins with the thesis title keyed two inches down from top of page. Use inverted pyramid for longer titles and center within margins. Double-space typed lines. Include signature lines for all of your committee members and the Graduate College Dean. Instructions on inserting signatures in the final document are available on the web or see your adviser for assistance.

The abstract is a one-paragraph, double-spaced, self-contained summary of the most important elements of the paper. The abstract begins on a new page.

Acknowledgments (departmental designation)

The format of the acknowledgments page is determined by the discipline style manual. An acknowledgments page is included immediately before the table of contents. Acknowledgments should be made of any grants that supported the research. The thesis/capstone advisor, readers and any others who contributed significantly to the project is typically also noted here.

Table of Contents (departmental designation)

The format of the table of contents is determined by the discipline style manual. The table of contents will list the page numbers of the chapters and specific pages that follow. Double space each entry, beginning with the list of tables, if applicable, chapters of the main body, references, and appendices.

List of Tables and Figures (if applicable)

The format of the list of tables and figures is determined by the discipline style manual. Tables are data presented in tabular form (rows and columns) and should not include any artwork or graphics. Tables should be formatted with clear labels for the rows and columns. Figures are any illustrations that are not in table format. Both tables and figures should be designed to communicate information quickly and clearly. Refer to the style manual for your discipline for documenting tables and figures.

Body of Thesis/Capstone

The format of the body of the thesis is determined by the discipline style manual. The text is to be double spaced with paragraph indentions. Margins are one-inch at top, bottom and right. A one and one-half inch margin on left side of the paper will allow for binding. All main body pages are to be numbered consecutively with Arabic numerals in the upper right-hand corner of each page (except for the first page which is counted but not numbered), one inch from the top and one inch from the right-hand edge of the paper. Double-space between the page number and the top line of text. Do not use the abbreviation p. or any other mark before the page number.

The number of chapters, chapter titles, headings, and subheadings within chapters should be chosen to present the material in a logical and comprehensible manner and formatted according to the discipline style manual. Thesis/capstone content and form should be discussed with your thesis/capstone committee or thesis/capstone advisor/first reader before you complete the thesis/capstone. Formatting will be according to the style manual used by the discipline.

Bibliography/References/Works Cited

The thesis/capstone must contain documentation for all sources cited in the text. This documentation takes the form of the Bibliography, References, or Works Cited page(s), depending on the style manual used in your discipline. Each source that is mentioned in the text of the thesis/capstone must be documented. Formatting will be according to the style manual used by the discipline.

One or more appendix may be included for material which would detract from the flow of the manuscript, but which is relevant to the thesis/capstone. Examples include large data sets, computer programs, and stimulus materials. Formatting will be according to the style manual used by the discipline.

Order of Pages

The following indicates the correct order of pages. Some pages are required for all theses while other pages are optional and should be included as needed.

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How to Write a Capstone Project Outline Guide with Examples

Updated 13 Jun 2024

Embarking on a capstone project is a thrilling and pivotal moment in your academic journey. It culminates years of hard work, knowledge acquisition, and intellectual growth. 

The capstone project outline serves as your project's roadmap, guiding you through the research, analysis, and presentation of your findings. It brings clarity to your objectives, ensuring that you stay focused on the core purpose of your project. Moreover, it acts as a communication tool, enabling effective collaboration with your project advisor and providing a framework for valuable feedback and guidance.

Throughout this blog post, we will delve into the key components of a capstone project outline, offering insights into each section's purpose and the content they should contain. We will also discuss common mistakes to avoid, ensuring that your outline remains focused, comprehensive, and aligned with your project's objectives.

Why is creating a capstone project outline a good idea?

What is a capstone project in general? It is a final academic endeavor where students apply their knowledge and skills to tackle real-world issues or delve into specific areas of interest. To get the most out of it, you need to take some time and create an outline, as it holds significant importance. Here is why a capstone project outline is so important:

Organization and Structure.  It acts as a guide, helping you navigate the vast amount of information, research, and ideas you have gathered. By outlining the structure and flow of your project, you can ensure that your work remains focused and organized. It lets you break down your project into manageable sections, making the entire process more approachable.

Clarity of Objectives.  By clearly stating your research question or problem statement, you can maintain a clear focus and direction throughout your project. This clarity ensures that you stay on track and that every aspect of your work aligns with your intended purpose.

Communication and Feedback.  Think of the capstone project outline as a communication tool. It allows you to collaborate with your project advisor or supervisor effectively. Sharing your outline early on enables them to provide valuable feedback, ensuring that your project meets the academic requirements and aligns with the expected standards. Their guidance can help refine your ideas, suggest additional sources or methodologies, and prevent pitfalls.

Time Management.  You can effectively plan and prioritize your work by breaking down your project into smaller sections within allocated time frames. This approach helps you avoid the stress of last-minute rushing and ensures a more balanced and systematic project progression.

Evaluation and Assessment.  It acts as a reference point for both yourself and your evaluator to gauge the progress and development of your work. It allows you to cover all the aspects of your project and meet the required standards.

Capstone project outline in a nutshell 

While writing a capstone paper outline, there are several key components to include:

• Introduction: Begin your outline with an introduction that provides an overview of the project. State the problem statement or research question you aim to address and explain why the topic is so important. 
• Objectives: Clearly define the objectives of your capstone project. What specific outcomes or goals do you intend to achieve? List them concisely and ensure they align with the project's overall purpose.
• Literature Review: Include a section dedicated to the literature review in your outline. Outline the main theories, concepts, and prior research relevant to your topic. This section should demonstrate your understanding of the existing knowledge in the field.
• Methodology: Describe the methodology you will employ to answer your research question or solve the problem. Outline the data collection methods, analysis techniques, and any other relevant procedures you will use.
• Results and Analysis: Outline how you will present and analyze the data or information you have collected. Specify the techniques, tools, or models you will utilize to interpret the results and draw meaningful conclusions.
• Discussion: Dedicate a section to discussing your findings about your research objectives. Analyze the implications, limitations, and potential applications of your results. Engage in critical thinking and consider alternative perspectives.
• Conclusion: Summarize the main findings and conclusions of your capstone project. Highlight the significance of your work and its contribution to the field. Emphasize any recommendations or future research directions that emerge from your study.
• References: Include a list of the sources you have cited throughout your outline. Follow a consistent citation style (e.g., APA, MLA) and ensure the accuracy and completeness of the references.

Remember, this outline is a flexible framework that will guide you as you write your capstone project. It provides a structure to help you stay focused and organized throughout the process. Adapt it based on your specific project's requirements and your advisor's guidance.

Creating a capstone project outline 

Many students have questions about how to write a capstone project outline. Here's a step-by-step guide to help you through the process:

Step 1: Understand what you’re asked to write 

Start by thoroughly understanding the requirements and guidelines provided by your institution or capstone project supervisor. Familiarize yourself with the expectations, formatting guidelines, and any specific elements they want you to include in the outline. 

💡 Extra tip: Pay close attention to any sections or subsections that must be included. Understanding the requirements from the outset will help you structure your outline effectively.

Step 2: Determine the Key Sections

Identify the main sections that must be included in your capstone project outline. Common sections typically involve an introduction, literature review, methodology, results and analysis, discussion, and conclusion. However, this may vary depending on your field and project requirements.

💡 Extra tip: You can start by researching examples of capstone project outlines within your field to understand the typical sections included. Adapt and customize them to fit the specific needs of your project. 

Step 3: Craft precise section headings

Create clear and concise headings for each section of your outline. These headings should accurately reflect the content and purpose of each section.

💡 Extra tip:  Use clear and descriptive language in your headings to provide a snapshot of each section's cover. It will make it easier for you and others to navigate through the outline.

Step 4: Break down each section

Break down each section into subsections or bullet points to further detail the content you plan to include. This step helps you organize your thoughts and ensures comprehensive project coverage.

💡 Extra tip: Prioritize logical flow and coherence when breaking down each section. Arrange the subsections to enhance the understanding of your project's progression and argument.

Step 5: Provide brief descriptions or key points

Under each sub-section, include brief descriptions or key points that outline the main ideas or arguments you intend to present. These descriptions serve as a roadmap for your writing process.

💡 Extra tip:  Be concise and specific when outlining key points. Aim for clarity and avoid being overly general or vague. These descriptions will guide your writing and ensure that you address all necessary aspects of your project.

Step 6: Consider the Order and Hierarchy

Consider the order and hierarchy of your sub-sections to create a logical and coherent structure. Ensure that the sections flow smoothly and build upon one another.

💡 Extra tip: Consider the most logical progression of ideas and arguments. Arrange your sub-sections to strengthen the overall coherence and readability of your project.

Step 7: Go over your paper one more time 

Review and make necessary revisions to your paper. Check for clarity, completeness, and coherence. Ensure that your outline reflects the scope and depth of your project.

💡 Extra tip:  Seek feedback from your capstone project supervisor, peers, or mentors. Their perspectives can provide valuable insights and help you refine your outline. Be open to making adjustments based on their suggestions.

Step 8: Finalize and follow the outline

Once you are satisfied with your work, finalize it and use it as a guide throughout your project. Follow the structure and content outlined in your outline while conducting research, collecting data, and writing.

💡 Extra tip: Regularly refer to your outline as your project progresses. It will help you stay focused and cover all the necessary aspects outlined in your plan.

Writing a capstone project outline may initially seem overwhelming, but following these steps and incorporating the insights provided can create a well-structured and comprehensive paper. Remember, the outline serves as the foundation for your project, guiding your research and writing process. Take your time, seek guidance when needed, and approach each step with intention and focus. If you just start working on your project, you can gather education сapstone project ideas , which will help you in kicking off an outline. 

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Capstone project outline example & formatting tips 

Your job is to maintain consistency, clarity, and readability. Here are some guidelines on how to format your capstone project outline:

Use a consistent heading hierarchy.  Start with the main title of your capstone project at the top of the page, followed by section headings in a hierarchical format. Use different levels of headings (e.g., Heading 1, Heading 2, Heading 3) to indicate your outline's main sections and subsections.

Do not neglect bullet points or numbering.  Use bullet points or numbering to list the key points or ideas you plan to include within each section and subsection. 

Indentation and spacing.  Use indentation to distinguish between different levels of headings and subheadings visually. It helps to create a clear hierarchy and improves readability. Maintain consistent spacing between sections and subsections for clarity and visual separation.

Formatting style

Use a consistent formatting style throughout your outline. It includes font type, font size, and alignment. Times New Roman or Arial, font size 12, are commonly used for academic documents. Align your text to the left for a professional and clean look.

Here's a general sample of a formatted capstone project outline:

• Introduction
• Background and context
• Problem statement
• Research objectives
• Literature Review
• Key theories and concepts
• Previous research findings
• Gaps in existing knowledge

III. Methodology

• Research design
• Data collection methods
• Data analysis techniques
• Results and Analysis
• Presentation of data
• Data analysis and interpretation
• Discussion of findings
• Implications of findings
• Limitations of the study
• Recommendations for further research
• Summary of main findings
• Contribution to the field
• Final remarks

VII. References

(Include a list of cited sources in the chosen citation style)

Common pitfalls to avoid 

• Avoid using vague or ambiguous language that might lead to confusion regarding the content or objectives of your project.
• Don't overlook the importance of a comprehensive literature review. Avoid a shallow or limited exploration of existing research and theories. Strive to include relevant and up-to-date sources that support your project's objectives.
• Ensure that your outline demonstrates a logical flow of ideas and information and has a connection between different sections. Maintain a coherent narrative throughout your outline.
• While your outline should be concise, it should also provide enough detail to understand the content you plan to include clearly. Avoid being overly vague or omitting important supporting points.
• If you receive feedback or suggestions from your advisor or peers, take the time to consider and incorporate constructive input into your outline. It will help strengthen your project and address any potential issues early on.
• Don’t be afraid to ask for help. If you feel like dealing with the project too much, you can buy capstone project and benefit from the expert assistance. 
• Regularly refer back to your project's objectives and ensure that every section of your outline is aligned with these goals. Avoid including irrelevant or tangential information that does not contribute to the overall purpose of your project.
• Don't delay creating your outline until the last minute. Starting early allows you ample time to refine and revise your outline, seek feedback, and make necessary adjustments before diving into the actual project.

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Writing Chapters 1, 2, 3 of the Capstone Project Proposal Manuscript

This document provides guidance for writing chapters 1-3 of a research proposal. It discusses what makes a good proposal, including clear objectives, thorough research, and realistic plans. It also describes elements to include in each chapter, such as the research problem and context in chapter 1, a literature review in chapter 2, and technical background in chapter 3. Guidelines are provided for writing each section concisely and comprehensively. Read less

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• 33. Thank you  01/07/12 Prepared by: SB Satorre

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How to Start a Capstone Project: A Comprehensive Guide

Embarking on a capstone project is a significant milestone in your academic journey, representing the culmination of your educational experiences and the application of your acquired knowledge. This comprehensive guide is designed to help you navigate the process, from understanding the purpose and scope of a capstone project to preparing for the final presentation. Whether you're just starting or looking to refine your approach, these steps will ensure you create a meaningful and impactful project.

Key Takeaways

• Understand the purpose and scope of a capstone project to align it with academic and career goals.
• Choose a relevant and impactful topic by identifying your interests and conducting preliminary research.
• Develop a clear research proposal with a well-formulated question, objectives, and methodology.
• Plan and manage your time effectively by creating a project timeline and setting realistic milestones.
• Prepare for the final presentation by designing an engaging presentation and practicing public speaking skills.

Understanding the Purpose and Scope of a Capstone Project

A capstone project is a multifaceted academic endeavor that serves as a culminating experience for students. This project aims to test the skills and competencies that students have gained during the course. It is imperative to comprehend the purpose of a capstone project and why it is required before you begin. This type of paper is mainly presented in various forms, such as research papers, presentations, or practical projects, and it pushes you to synthesize knowledge and skills from your education and apply those in a meaningful way toward professional growth.

Choosing a Relevant and Impactful Topic

Coming up with an innovative capstone project begins with self-analysis. Before you finalize a topic , identify subjects that genuinely interest you and align with your strengths. If you are passionate about the topic, it will fuel your dedication throughout the project.

Your chosen topic should also align with your academic objectives and future career aspirations. The nature of an appropriate project topic is that it will contribute to academic growth while preparing you for challenges in the respective field.

If you feel out of ideas, you can go through academic journals, books, and reliable online resources. Remember to seek approval from your professor.

Developing a Research Proposal

Creating a well-structured research proposal is a crucial step in your capstone project. This document serves as a roadmap for your research, outlining your objectives, methodology, and the significance of your study. A strong proposal not only guides your research but also helps in securing approval and feedback from your advisors.

Planning and Managing Your Time Effectively

Effective time management is crucial for the successful completion of your capstone project. By breaking down your project into smaller sections within allocated time frames, you can avoid the stress of last-minute rushing and ensure a more balanced and systematic project progression. Mastering time management is essential for meeting your project deadlines and maintaining a steady workflow.

Conducting Comprehensive Research

Conducting comprehensive research is a cornerstone of any successful capstone project. This phase involves gathering both primary and secondary sources to build a robust foundation of knowledge. Conducting thorough research is essential for building a strong theoretical framework for your project. You must navigate academic resources, including peer-reviewed articles, primary sources, and data sets, to find and evaluate reliable information. This process not only enhances your understanding but also demonstrates your ability to synthesize and analyze data critically.

Writing and Structuring Your Capstone Project

In the writing phase, arrange your capstone project in a logical manner, adhering to the format that comprises necessary elements such as the introduction, methodology, findings, and conclusion. Maintain a unified writing style that makes sense and is easy to read, making it easier for the reader to comprehend. Writing a capstone project outline may initially seem overwhelming, but following these steps and incorporating the insights provided can create a well-structured and comprehensive paper. Remember, the outline serves as the foundation for your project, guiding your research and writing process. Take your time, seek guidance when needed, and approach each step with intention and focus.

Preparing for the Final Presentation

The final presentation of your capstone project is a crucial opportunity to showcase your hard work and findings to an audience of key stakeholders. This stage hones communication and public speaking skills, allowing you to articulate your findings, insights, and the learning journey itself.

Preparing for the final presentation can be a daunting task, but with the right guidance, you can excel. At Research Rebels, we offer a comprehensive Thesis Action Plan that will help you overcome anxiety and sleepless nights. Our step-by-step guides and innovative worksheets have been tested and approved by students worldwide. Don't let stress hold you back. Visit our website to claim your special offer now and take the first step towards a successful presentation.

Embarking on a capstone project is a significant milestone in your academic journey, representing the culmination of your learning and the application of your skills in a real-world context. This comprehensive guide has provided you with the essential steps and insights needed to navigate this complex process effectively. From selecting a relevant and impactful topic to methodically planning and executing your research, each phase of the capstone project requires careful consideration and dedication. By following the structured approach outlined in this guide, you can confidently tackle your capstone project, transforming challenges into opportunities for growth and achievement. Remember, the key to success lies in thorough preparation, consistent effort, and a willingness to seek guidance when needed. As you move forward, embrace the learning experience, and let your capstone project be a testament to your academic prowess and professional potential.

Frequently Asked Questions

What is a capstone project.

A capstone project is a multifaceted assignment that serves as a culminating academic experience for students, typically at the end of an academic program. It involves research, problem-solving, and practical application of theoretical knowledge.

How do I choose a topic for my capstone project?

Choose a topic that aligns with your interests, strengths, and career goals. Conduct preliminary research to ensure there is enough material available and consult with your academic advisor for guidance.

What are the benefits of completing a capstone project?

Completing a capstone project helps you apply what you've learned in a real-world setting, enhances your research and problem-solving skills, and can significantly boost your academic and professional profile.

How should I structure my capstone project?

A typical capstone project includes an introduction, literature review, methodology, findings, analysis, and conclusion. Be sure to follow any specific guidelines provided by your institution.

What resources are available to help me with my capstone project?

There are various resources available, including academic advisors, online databases, research guides, and tools like the Thesis Action Plan. Additionally, time management tools and writing templates can be very helpful.

How can I manage my time effectively while working on my capstone project?

Create a project timeline with realistic milestones, use time management tools, and set aside regular, dedicated time for your project. Prioritize tasks and seek feedback regularly to stay on track.

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AP Capstone Project: APA Format & Paper Organization

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Your Capstone Paper

Your capstone paper will fall into one of the following categories:

L iterature review :   A literature review is a critical summary of what the scientific literature says about your specific topic or question. This kind of paper demonstrates your familiarity with work in the field. If you chose to research a certain topic or concept in depth, you will most likely write a literature review.

Experimental Report:   If you conducted original research for your capstone or collected data based on observations , your paper will be an experimental report. You will still need to include a summary of the past and current research about your topic, but unlike a literature review, you will also include some analysis as well as your own data gathered from an experiment or observations. 

Everyone's capstone paper should contain the following elements: a title page, abstract, introduction, body, conclusion, and reference list.   Click on the link below to open and make a copy of the capstone paper template. If you have any questions, please come see Ms. Forfa (earlier is always better!)

Capstone Paper Editable Template

Other Helpful Resources:

• Help with In-Text Citations in APA Format
• APA Sample Paper This is useful, especially if you need help formatting your reference list!
• Citing & Referencing in APA Format
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Capstone Project for IT Student (Complete Guide 2024)

To help our dear students in creating Capstone Projects , the ITSOURCECODE team has made this definitive guide.

It is a complete guide and steps in creating a capstone project from scratch.

It contains the essential parts on how to create or write a Capstone Project and the full discussion to make it.

The program requirements for the student to complete a capstone project in a long term.

A capstone project is designed to require students for their final year.  

The senior project and the culminating project capstone experience is the knowledge and skills we’ve learned in the real world of liberal arts.

What is a Capstone Project?

This type of paper is typically produced during the senior year of high school or as part of a college or university course.

It can be used in nursing, engineering, information technology, business, and other product-based project courses.

How to Create a Capstone Project Step-by-Step?

Capstone project ideas.

Time needed:  10 minutes

Here are the complete steps on how to create a Capstone Project Proposal. These methods will help you create a flawless capstone projects document. Following the appropriate processes while preparing a capstone project proposal will save time.

Now that you’re confident in your topic, create a proposal. You merely need to finalize the topic’s title and concerns you identified throughout research. Problem Statement identifies issues. Capstone Project Proposal needs a topic introduction. Then identify the concerns and solutions your team determines. After that, you must create solutions.

How to write Capstone Project Chapter 1?

The composition of your capstone project chapter 1 will always vary from your school or instructors. But the given details here are all essential to create a Capstone Project Chapter 1.

How to write Capstone Project Chapter 2 ?

How to write capstone project chapter 3 .

Here’s the structure on how to write your Capstone Project Chapter 3:

How to create a Capstone Project Chapter 4 ?

After completing Project Evaluation, you’ll test its usefulness. For project testing, utilize a survey. This questionnaire will show if the project fits consumers’ needs. The comments or ratings will justify project performance.

Structure of the Capstone Chapter 4 to write and complete:

How to write a Capstone Project Chapter 5?

Capstone Project Chapter 5 includes a summary, conclusions, and recommendations. You must summarize and explain your outputs. This chapter informs readers and panels of the Project’s result and assessors’ opinions.

To start creating your Capstone Project Chapter 5, you must save all the collected information from the former chapter.

I hope that this article about List Python Courses Outline with Certificate help you a lot.

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Ch. 3 “Research is creating new knowledge.” -Neil Armstrong, Astronaut

To effectively meet the goals of your capstone project, it is important that you research best practices and published resources that support your project objectives. In other words, you’ll need to embark on a discovery process to uncover what is currently being put into practice in industry that relates to your project purpose, as well as published work that helps to reinforce your project goals and objectives. As you review the past students’ capstone projects in our course, you can gain a firsthand understanding of the value that a solid literature review provides to your capstone work.

For example, if your project purpose is to develop a leadership training program for your organization, it would be critical to know what types of leadership skills are effective for organizational success and what leadership theories apply to your project objectives. In this case you would perform a thorough research process of articles, textbooks, peer reviewed published resources, etc. to gain a thorough insight and understanding of the current state of knowledge around the topic of leadership. This will help you develop your theoretical framework and provide an overview of key findings and areas of debate around, in this example, leadership. The literature review shows your reader how your work relates to and incorporates existing research and what new insights you can conclude from your research as they relate to your project objectives.

The American University in Washington, D.C. provides a Literature Review Tutorial that illustrates the importance of a literature review as it relates to your project work. You will want to be sure to click on the tabs at the top to navigate through all of the pages of the guide.

The CPS at UNH Research Guide is also a helpful resource for this portion of your work. If you need further assistance, you are encouraged to contact the CPS at UNH Librarian at [email protected] for direct one-on-one help. Our Librarian is an amazing resource who can help you research useful sources for your literature review.

MGMT 797 Capstone Guide Copyright © 2020 by Granite State College is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License , except where otherwise noted.

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Capstone Project Chapter 3

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The capstone final year engineering project (FYEP) is the culminating learning experience of engineering programs. It requires students to demonstrate that they can integrate knowledge, skills and professional graduate attributes developed during the program and perform at a standard expected of graduates. This paper reports on insight into the approaches and methodologies used for learning and teaching of the capstone FYEPs. National and international literature outlines a variety of information regarding the capstone FYEPs structures, elements of its assessment criteria, and methodologies of learning and teaching. More specifically, the study seeks to map processes, assessment and supervision practices of capstone FYEPs and to provide a set of guidelines and tools to ensure quality outcomes of capstone FYEPs. This study is intended to promote quality practice amongst supervisors and academics involved in learning, teaching and facilitating capstone FYEPs. Aquestionnaire was conducted to answer a broad research question: What is the current approach used in learning and teaching of capstone FYEPs? The questionnaire outcomes and a number of common issues, discrepancies and inconsistencies found are outlined in the paper. In supporting its claims, the paper offers some qualitative data to explore contentious issues around capstone learning and teaching. This is pertinent to those involved in the design and teaching of capstone projects.

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Cpsc 171 as a new course - intro to ai applications.

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Jun 18, 2024 • YRY

We want to let you know that the department has added a new course for Fall 2024: CPSC 171, Introduction to AI Applications (https://courses.yale.edu/?srcdb=202403&subject=CPSC). It is intended for non-majors but we feel that some of you may find it an interesting read in the summer. Please see below for the textbook and syllabus. If you know of any non-CS majors who might have an interest in the area, please mention this class. As the field is evolving rapidly, if you have any insights or suggestions, please feel free to reach out to the instructor: Dr. Sue Chen (cc’d); they will be greatly appreciated.

Thanks and have a wonderful summer. Richard

==== Texbook: https://course.fast.ai/Resources/book.html Weekly Schedule Week 1: Introduction to Deep Learning

• Lecture 1a: Overview of Deep Learning (Chapter 1, Intro)
• Lecture 1b: Practical Deep Learning Applications (Chapter 2, Production) Week 2: Ethics and Data Handling
• Lecture 2a: Ethics in AI (Chapter 3, Ethics)
• Lecture 2b: Data Preparation and Cleaning (Chapter 4, MNIST Basics) Week 3: Deep Learning for Computer Vision I
• Lecture 3a: Image Recognition Basics (Chapter 5, Pet Breeds)
• Lecture 3b: Advanced Image Classification (Chapter 6, Multi-Category) Week 4: Deep Learning for Computer Vision II
• Lecture 4a: Image Augmentation Techniques (Chapter 7, Sizing and TTA)
• Lecture 4b: Introduction to Collaborative Filtering (Chapter 8, Collab) Week 5: Convolutional Neural Networks
• Lecture 5a: Understanding Convolutions (Chapter 13, Convolutions)
• Lecture 5b: Building ResNet from Scratch (Chapter 14, Resnet) Week 6: Tabular Data & Midterm
• and Embeddings Lecture 6a: 5a: Modeling Tabular Data (Chapter 9, Tabular)
• Midterm: covering material up to end of Deep Dive into NLP (Chapter 12, NLP Deep-Dive) Week 5 Week 7: Understanding Embeddings (Chapter 10, NLP) Week6:Natural Language Processing I
• Lecture 7a: Understanding Embeddings (Chapter 10, NLP)
• Lecture 7b: Basics of NLP (Chapter 11, Mid-Level API) Week 8: Natural Language Processing II
• Lecture 8a: Week8:Deep Dive into NLP (Chapter 12, NLP Deep-Dive)
• Guest Lecture Week 9: Advanced Architectures
• Lecture 9a: Architectural Details of Deep Networks (Chapter 15, Arch Details)
• Lecture 9b: Optimizers and Callbacks (Chapter 16, Optimizers and Callbacks) Week 10: Foundations of Deep Learning
• Lecture 10a: Deep Learning Foundations (Chapter 17, Foundations)
• Lecture 10b: Model Interpretation Techniques (Chapter 18, GradCAM) Week 11: Building Effective Models
• Lecture 11a: The Learner Class (Chapter 19, Learner)
• Lecture 11b: Conclusion and Future Directions (Chapter 20, Conclusion) Weeks 12: Frontiers in AI and Applications
• Lecture 12a: Topics in Generative AI
• Lecture 12b: AI innovations in Industry Week 13: Capstone Project
• This project is for students to apply what they’ve learned to a real-world problem related to their specific interests.
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