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Tag: Software Engineering & Algorithms

  • [Solved] Discussion-2

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    – 2 years ago **files (1)** – ## Discus-2.docx **## Discus-2.docx** [**Discussion: Evaluation of AWS Application Discovery Service**](https://learn.umgc.edu/d2l/lms/discussions/messageLists/frame.d2l?ou=1243513&tId=4831838&fId=0&threadId=0&postId=0&groupFilterOption=0) Contains unread posts Now that…

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    – 2 years ago

    **files (1)**

    – ## Discus-2.docx

    **## Discus-2.docx**

    [**Discussion: Evaluation of AWS Application Discovery Service**](https://learn.umgc.edu/d2l/lms/discussions/messageLists/frame.d2l?ou=1243513&tId=4831838&fId=0&threadId=0&postId=0&groupFilterOption=0)

    Contains unread posts

    Now that you have discussed the data migration and application migration strategies, you will discuss and evaluate AWS Application Discovery Service. You should ensure that you cover the following areas:

    · What is agent-based discovery?

    · What is agentless discovery?

    · When would you use agent-based discovery?

    · What are some of the advantages and disadvantages of agent-based discovery?

    · When would you use agentless discovery?

    · What are some of the advantages and disadvantages of agentless discovery?

    · Feel free to discuss and compare any other application discovery tools that you may have used in the past.

    **## Discus-2.docx**

    [**Discussion: Evaluation of AWS Application Discovery Service**](https://learn.umgc.edu/d2l/lms/discussions/messageLists/frame.d2l?ou=1243513&tId=4831838&fId=0&threadId=0&postId=0&groupFilterOption=0)

    Contains unread posts

    Now that you have discussed the data migration and application migration strategies, you will discuss and evaluate AWS Application Discovery Service. You should ensure that you cover the following areas:

    · What is agent-based discovery?

    · What is agentless discovery?

    · When would you use agent-based discovery?

    · What are some of the advantages and disadvantages of agent-based discovery?

    · When would you use agentless discovery?

    · What are some of the advantages and disadvantages of agentless discovery?

    · Feel free to discuss and compare any other application discovery tools that you may have used in the past.

  • [Solved] W2 discussion and replies

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    please see attachment for instructions – 2 years ago **files (1)** – ## W2DiscussionandRepliesInstructions.docx **## W2DiscussionandRepliesInstructions.docx** **W2 Discussion Instructions:** Analog, Digital, and what comes next **In 250 word, answer the questions below with 4 evidence base scholarly…

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    please see attachment for instructions

    – 2 years ago

    **files (1)**

    – ## W2DiscussionandRepliesInstructions.docx

    **## W2DiscussionandRepliesInstructions.docx**

    **W2 Discussion Instructions:** Analog, Digital, and what comes next

    **In 250 word, answer the questions below with 4 evidence base scholarly articles in APA format.**

    1. Discuss your thoughts on the evolution from analog to digital.

    2. What advanced transmission and signal processing techniques do you believe is on the horizon to increase transmission speed for voice, music, and other digital formats.

    **In 400 word total, replying to the 2 post below. Each reply must be 200 word.**

    **J.F Post #1**

    The evolution from analog to digital has been nothing short of revolutionary, especially when it comes to how we transmit and process data. If you think about it, analog signals, which we used to rely on, are pretty basic and can easily be distorted or degraded by noise in the environment. That's why when we started shifting towards digital signals, it opened up a whole new world of possibilities. Digital signals are much more robust against noise and interference, and they can be compressed, encoded, and transmitted more efficiently.

    What’s even cooler is how digital technology has grown. We’ve gone from basic digital transmission, where data is simply converted into binary and sent through the medium, to more advanced techniques like MIMO (Multiple Input, Multiple Output), where multiple signals are sent simultaneously over the same frequency, boosting speeds massively. You can also think about things like OFDM (Orthogonal Frequency Division Multiplexing), which is a big deal in Wi-Fi and LTE networks because it allows for the transmission of multiple data streams at once without interference.

    But what's even more exciting is what’s on the horizon. When it comes to voice, music, and other digital formats, we’re going to see continued improvements in how we transmit and store data. The push for ultra-high-definition audio and video is already happening with technologies like 5G, and we might even see 6G someday, where speeds will be mind-blowingly fast, allowing us to stream extremely high-quality content with almost no latency.

    I also think that as we move forward, we'll see even more innovation around data compression and coding. For example, codecs like Opus for voice and AAC for music have been game-changers, but there’s always room for even better ways to shrink file sizes without losing quality. Additionally, with the rise of AI and machine learning, we might start seeing more intelligent systems that can optimize how we compress, store, and transmit data in real-time, based on the network conditions.

    In short, the future looks exciting. We’re moving towards faster, more efficient networks and better ways to transmit all sorts of data. From crystal-clear voice calls on the go, to seamless music streaming, and even immersive digital experiences (think AR/VR), it’s going to be an exciting time for tech!

    **B.B Post #2:**

    **The Evolution from Analog to Digital: A Perspective**

    The transition from analog to digital signal transmission represents one of the most transformative technological evolutions in communication and data systems. Analog signals, which mimic the original sound wave or visual pattern, served as the foundation for early communication technologies. However, their susceptibility to noise and degradation over long distances posed significant challenges. Digital signals, on the other hand, encode data in binary format (1s and 0s), offering greater resilience against noise, better signal integrity, and enhanced transmission speeds.

    The benefits of digital transmission extend beyond noise reduction. Compression algorithms have made it possible to transmit high-quality audio, video, and data using limited bandwidth, ensuring efficient use of resources. Technologies like MIMO (Multiple Input, Multiple Output) and OFDM (Orthogonal Frequency-Division Multiplexing) have further revolutionized transmission by maximizing data throughput and improving signal reliability.

    **What’s Next for Digital Technologies?**
    Looking ahead, the next wave of technology for digital formats, including voice, music, and multimedia, seems poised to leverage artificial intelligence (AI) and machine learning (ML). AI-driven codecs, for instance, are already being developed to optimize data compression without compromising quality. Additionally, advancements in quantum computing may enable entirely new paradigms of signal processing, pushing transmission speeds and security to unprecedented levels.

    For multimedia formats, immersive technologies like 3D audio and holographic communication are gaining traction. These innovations aim to recreate real-world experiences with unmatched fidelity, enabling users to interact with digital environments seamlessly. The convergence of 5G and eventually 6G networks will further amplify the possibilities for real-time, high-quality multimedia sharing across devices.

    **References**

    · Cisco. (n.d.). Understanding digital and analog signaling.
    [https://www.cisco.com](https://www.cisco.com/)

    · ITU. (2021). The future of networks: 5G, 6G, and beyond.
    [https://www.itu.int](https://www.itu.int/)

    · IEEE Spectrum. (2020). Quantum computing and its role in communication systems.
    [https://spectrum.ieee.org](https://spectrum.ieee.org/)

    · Dolby. (2023). Advances in 3D audio technology.
    [https://www.dolby.com](https://www.dolby.com/)

    **## W2DiscussionandRepliesInstructions.docx**

    **W2 Discussion Instructions:** Analog, Digital, and what comes next

    **In 250 word, answer the questions below with 4 evidence base scholarly articles in APA format.**

    1. Discuss your thoughts on the evolution from analog to digital.

    2. What advanced transmission and signal processing techniques do you believe is on the horizon to increase transmission speed for voice, music, and other digital formats.

    **In 400 word total, replying to the 2 post below. Each reply must be 200 word.**

    **J.F Post #1**

    The evolution from analog to digital has been nothing short of revolutionary, especially when it comes to how we transmit and process data. If you think about it, analog signals, which we used to rely on, are pretty basic and can easily be distorted or degraded by noise in the environment. That's why when we started shifting towards digital signals, it opened up a whole new world of possibilities. Digital signals are much more robust against noise and interference, and they can be compressed, encoded, and transmitted more efficiently.

    What’s even cooler is how digital technology has grown. We’ve gone from basic digital transmission, where data is simply converted into binary and sent through the medium, to more advanced techniques like MIMO (Multiple Input, Multiple Output), where multiple signals are sent simultaneously over the same frequency, boosting speeds massively. You can also think about things like OFDM (Orthogonal Frequency Division Multiplexing), which is a big deal in Wi-Fi and LTE networks because it allows for the transmission of multiple data streams at once without interference.

    But what's even more exciting is what’s on the horizon. When it comes to voice, music, and other digital formats, we’re going to see continued improvements in how we transmit and store data. The push for ultra-high-definition audio and video is already happening with technologies like 5G, and we might even see 6G someday, where speeds will be mind-blowingly fast, allowing us to stream extremely high-quality content with almost no latency.

    I also think that as we move forward, we'll see even more innovation around data compression and coding. For example, codecs like Opus for voice and AAC for music have been game-changers, but there’s always room for even better ways to shrink file sizes without losing quality. Additionally, with the rise of AI and machine learning, we might start seeing more intelligent systems that can optimize how we compress, store, and transmit data in real-time, based on the network conditions.

    In short, the future looks exciting. We’re moving towards faster, more efficient networks and better ways to transmit all sorts of data. From crystal-clear voice calls on the go, to seamless music streaming, and even immersive digital experiences (think AR/VR), it’s going to be an exciting time for tech!

    **B.B Post #2:**

    **The Evolution from Analog to Digital: A Perspective**

    The transition from analog to digital signal transmission represents one of the most transformative technological evolutions in communication and data systems. Analog signals, which mimic the original sound wave or visual pattern, served as the foundation for early communication technologies. However, their susceptibility to noise and degradation over long distances posed significant challenges. Digital signals, on the other hand, encode data in binary format (1s and 0s), offering greater resilience against noise, better signal integrity, and enhanced transmission speeds.

    The benefits of digital transmission extend beyond noise reduction. Compression algorithms have made it possible to transmit high-quality audio, video, and data using limited bandwidth, ensuring efficient use of resources. Technologies like MIMO (Multiple Input, Multiple Output) and OFDM (Orthogonal Frequency-Division Multiplexing) have further revolutionized transmission by maximizing data throughput and improving signal reliability.

    **What’s Next for Digital Technologies?**
    Looking ahead, the next wave of technology for digital formats, including voice, music, and multimedia, seems poised to leverage artificial intelligence (AI) and machine learning (ML). AI-driven codecs, for instance, are already being developed to optimize data compression without compromising quality. Additionally, advancements in quantum computing may enable entirely new paradigms of signal processing, pushing transmission speeds and security to unprecedented levels.

    For multimedia formats, immersive technologies like 3D audio and holographic communication are gaining traction. These innovations aim to recreate real-world experiences with unmatched fidelity, enabling users to interact with digital environments seamlessly. The convergence of 5G and eventually 6G networks will further amplify the possibilities for real-time, high-quality multimedia sharing across devices.

    **References**

    · Cisco. (n.d.). Understanding digital and analog signaling.
    [https://www.cisco.com](https://www.cisco.com/)

    · ITU. (2021). The future of networks: 5G, 6G, and beyond.
    [https://www.itu.int](https://www.itu.int/)

    · IEEE Spectrum. (2020). Quantum computing and its role in communication systems.
    [https://spectrum.ieee.org](https://spectrum.ieee.org/)

    · Dolby. (2023). Advances in 3D audio technology.
    [https://www.dolby.com](https://www.dolby.com/)

  • [Solved] Computer Science Assignment

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    4 pages – 2 years ago **files (1)** – ## OperationalExcellence_Week_3.docx **## OperationalExcellence_Week_3.docx** **Operational Excellence** [**Week 2 Assignment**](https://ucumberlands.blackboard.com/webapps/assignment/uploadAssignment?content_id=_7177684_1&course_id=_173585_1&group_id=&mode=…

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    4 pages

    – 2 years ago

    **files (1)**

    – ## OperationalExcellence_Week_3.docx

    **## OperationalExcellence_Week_3.docx**

    **Operational Excellence**

    [**Week 2 Assignment**](https://ucumberlands.blackboard.com/webapps/assignment/uploadAssignment?content_id=_7177684_1&course_id=_173585_1&group_id=&mode=view)

    1)
    **Information Systems for Business and Beyond Questions:**

    · Chapter 3 – study questions 1-8, Exercise 2, 4 & 5 – (only one or 2 line answers)

    1. Develop your own definition of software, being certain to explain the key terms.

    2. What are the primary functions of an operating system?

    3. Which of the following are operating systems and which are applications: Microsoft Excel, Google Chrome, iTunes, Windows, Android, Angry Birds.

    4. What is your favorite software application? What tasks does it help you accomplish?

    5. How would you categorize the software that runs on mobile devices? Break down these apps into at least three basic categories and give an example of each.

    6. What does an ERP system do?

    7. What is open-source software? How does it differ from closed-source software? Give an example of each.

    8. What does a software license grant to the purchaser of the software?

    **Exercise –**

    1. If you were running a small business with limited funds for information technology, would you consider using cloud computing? Find some web-based resources that support your decision.

    2. Review
    [this article](http://www.zdnet.com/six-open-source-security-myths-debunked-and-eight-real-challenges-to-consider-7000014225) on the security risks of open-source software. Write a short analysis giving your opinion on the different risks discussed.
    Article –
    [https://www.zdnet.com/article/six-open-source-security-myths-debunked-and-eight-real-challenges-to-consider/](https://www.zdnet.com/article/six-open-source-security-myths-debunked-and-eight-real-challenges-to-consider/)

    3. List three examples of programming languages. What features in each language make it useful to developers?

    **2) Information Technology and Organizational Learning Questions**

    · Review the strategic integration section.  Note what strategic integration is and how it ties to the implementation of technology within an organization.

    · Review the information technology roles and responsibilities section.  Note how IT is divided based on operations and why this is important to understand within an organization.

    The above submission should be one page in length and adhere to APA formatting standards.

    **Remember the page length does not include the APA cover page or any references**

    Note the first assignment should be in one section and the second section should have the information from the Information Technology and Organizational Learning assignment.  The paper requirements for the two-pages applies to the second part of the assignment directly related to the Information Technology and Organizational Learning assignment.

    Text Book –

    1) Information Systems for Business and Beyond Questions:

    [**https://opentextbook.site/informationsystems2019/**](https://opentextbook.site/informationsystems2019/)

    2) Text book attached to this.

    **## OperationalExcellence_Week_3.docx**

    **Operational Excellence**

    [**Week 2 Assignment**](https://ucumberlands.blackboard.com/webapps/assignment/uploadAssignment?content_id=_7177684_1&course_id=_173585_1&group_id=&mode=view)

    1)
    **Information Systems for Business and Beyond Questions:**

    · Chapter 3 – study questions 1-8, Exercise 2, 4 & 5 – (only one or 2 line answers)

    1. Develop your own definition of software, being certain to explain the key terms.

    2. What are the primary functions of an operating system?

    3. Which of the following are operating systems and which are applications: Microsoft Excel, Google Chrome, iTunes, Windows, Android, Angry Birds.

    4. What is your favorite software application? What tasks does it help you accomplish?

    5. How would you categorize the software that runs on mobile devices? Break down these apps into at least three basic categories and give an example of each.

    6. What does an ERP system do?

    7. What is open-source software? How does it differ from closed-source software? Give an example of each.

    8. What does a software license grant to the purchaser of the software?

    **Exercise –**

    1. If you were running a small business with limited funds for information technology, would you consider using cloud computing? Find some web-based resources that support your decision.

    2. Review
    [this article](http://www.zdnet.com/six-open-source-security-myths-debunked-and-eight-real-challenges-to-consider-7000014225) on the security risks of open-source software. Write a short analysis giving your opinion on the different risks discussed.
    Article –
    [https://www.zdnet.com/article/six-open-source-security-myths-debunked-and-eight-real-challenges-to-consider/](https://www.zdnet.com/article/six-open-source-security-myths-debunked-and-eight-real-challenges-to-consider/)

    3. List three examples of programming languages. What features in each language make it useful to developers?

    **2) Information Technology and Organizational Learning Questions**

    · Review the strategic integration section.  Note what strategic integration is and how it ties to the implementation of technology within an organization.

    · Review the information technology roles and responsibilities section.  Note how IT is divided based on operations and why this is important to understand within an organization.

    The above submission should be one page in length and adhere to APA formatting standards.

    **Remember the page length does not include the APA cover page or any references**

    Note the first assignment should be in one section and the second section should have the information from the Information Technology and Organizational Learning assignment.  The paper requirements for the two-pages applies to the second part of the assignment directly related to the Information Technology and Organizational Learning assignment.

    Text Book –

    1) Information Systems for Business and Beyond Questions:

    [**https://opentextbook.site/informationsystems2019/**](https://opentextbook.site/informationsystems2019/)

    2) Text book attached to this.

  • [Solved] Help with APA cite

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    APA Cite ## TCP/IP Concepts – 2 years ago **files (1)** – ## Lesson2TCPIPConcepts.docx **## Lesson2TCPIPConcepts.docx** Working with Binary and Octal Numbering Objective: Apply your skills in binary and octal numbering to configuring *nix directory and file permissions. Description: As a security p…

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    APA Cite

    ## TCP/IP Concepts

    – 2 years ago

    **files (1)**

    – ## Lesson2TCPIPConcepts.docx

    **## Lesson2TCPIPConcepts.docx**

    Working with Binary and Octal Numbering

    Objective: Apply your skills in binary and octal numbering to configuring *nix directory and file permissions.

    Description: As a security professional, you need to understand different numbering systems. For example, if you work with routers, you might have to create access control lists (ACLs) that filter inbound and outbound network traffic, and most ACLs require understanding binary numbering. Similarly, if you’re hardening a Linux system, your understanding of binary helps you create the correct umask and permissions. Unix uses base-8 (octal) numbering for creating directory and file permissions.

    Write the octal equivalents for the following binary numbers: 100, 111, 101, 011, and 010.

    Write how to express *nix owner permissions of r-x in binary. (Remember that the – symbol means the permission isn’t granted.) What’s the octal representation of the binary number you calculated? (The range of numbers expressed in octal is 0 to 7. Because *nix has three sets of permissions, three sets of 3 binary bits logically represent all possible permissions.)

    In binary and octal numbering, how do you express granting read, write, and execute permissions to the owner of a file and no permissions to anyone else?

    In binary and octal numbering, how do you express granting read, write, and execute permissions to the owner of a file; read and write permissions to group; and read permission to other?

    In Unix, a file can be created by using a umask, which enables you to modify the default permissions for a file or directory. For example, a directory has the default permission of octal 777. If a Unix administrator creates a directory with a umask of octal 020, what effect does this setting have on the directory? Hint: To calculate the solution, you can subtract the octal umask value from the octal default permissions.

    The default permission for a file on a Unix system is octal 666. If a file is created with a umask of octal 022, what are the effective permissions? Calculate your results.

    **## Lesson2TCPIPConcepts.docx**

    Working with Binary and Octal Numbering

    Objective: Apply your skills in binary and octal numbering to configuring *nix directory and file permissions.

    Description: As a security professional, you need to understand different numbering systems. For example, if you work with routers, you might have to create access control lists (ACLs) that filter inbound and outbound network traffic, and most ACLs require understanding binary numbering. Similarly, if you’re hardening a Linux system, your understanding of binary helps you create the correct umask and permissions. Unix uses base-8 (octal) numbering for creating directory and file permissions.

    Write the octal equivalents for the following binary numbers: 100, 111, 101, 011, and 010.

    Write how to express *nix owner permissions of r-x in binary. (Remember that the – symbol means the permission isn’t granted.) What’s the octal representation of the binary number you calculated? (The range of numbers expressed in octal is 0 to 7. Because *nix has three sets of permissions, three sets of 3 binary bits logically represent all possible permissions.)

    In binary and octal numbering, how do you express granting read, write, and execute permissions to the owner of a file and no permissions to anyone else?

    In binary and octal numbering, how do you express granting read, write, and execute permissions to the owner of a file; read and write permissions to group; and read permission to other?

    In Unix, a file can be created by using a umask, which enables you to modify the default permissions for a file or directory. For example, a directory has the default permission of octal 777. If a Unix administrator creates a directory with a umask of octal 020, what effect does this setting have on the directory? Hint: To calculate the solution, you can subtract the octal umask value from the octal default permissions.

    The default permission for a file on a Unix system is octal 666. If a file is created with a umask of octal 022, what are the effective permissions? Calculate your results.

  • [Solved] IT 595 Unit 7

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    Work on your project milestone 3 and report your evidence to support that the milestone was completed. Submit a 2-page status report that includes recommendations for stakeholders pertaining to cybersecurity theories and frameworks for managing risks, threats, or vulnerabilities. Also, describe the …

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    Work on your project milestone 3 and report your evidence to support that the milestone was completed.

    Submit a 2-page status report that includes recommendations for stakeholders pertaining to cybersecurity theories and frameworks for managing risks, threats, or vulnerabilities. Also, describe the tasks completed in this milestone in an updated work breakdown structure (WBS), in Excel, Word, or Project, showing the actual time it took to complete each task. Finally, describe lessons learned while implementing this milestone. In addition, demonstrate that the milestone is fully completed by showing sufficient evidence. Depending on the project, the evidence can take the form of research findings, diagrams, designs, screenshots, databases, queries, source code, configurations, videos, policies, etc. Your evidence should result in at least 5 pages. This is in addition to your 2-page status report. If your evidence is in the form of videos, the videos should be at least 8–10 minutes long. This is only for your evidence.

    Milestone 3:

    **Milestone 3: Implementation and Testing**

    The third and final milestone is the implementation of Zero Trust as a security model and conducting tests to assess its efficiency. The steps will involve deploying and setting up some of the chosen tools and technology within existing systems. The system's security will also be assessed using the process referred to as penetration testing. Furthermore, there will be a User Acceptance Testing to capture feedback and fix some problems with the product's usability. This milestone emphasizes iterative testing and improvement that confirms that the deployed system is operational and technically functional.

    – 2 years ago

  • [Solved] Soft arch

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    In-depth study guidance and analytical solution covering Soft arch.

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  • [Solved] Research

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    In-depth study guidance and analytical solution covering Research.

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  • [Solved] optimization

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    [>Machine Learning homework help](https://www.sweetstudy.com/fields/computer-science-machine-learning) 1. Suppose that a learning algorithm is trying to find a consistent hypothesis when the classifications of examples are actually random. There are n Boolean attributes, and examples are drawn unifo…

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    [>Machine Learning homework help](https://www.sweetstudy.com/fields/computer-science-machine-learning)

    1. Suppose that a learning algorithm is trying to find a consistent hypothesis when the classifications of examples are actually random. There are n Boolean attributes, and examples are drawn uniformly from the set of 2^n possible examples. Calculate the number of examples required before the probability of finding a contradiction in the data reaches 0.5.

    – 2 years ago

  • [Solved] Discussion

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    [>Machine Learning homework help](https://www.sweetstudy.com/fields/computer-science-machine-learning) Research social media platform ethics in decision concepts and address the following: Do you agree that ethics should be applied to social networking BI? Why or why not? – 2 years ago

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    [>Machine Learning homework help](https://www.sweetstudy.com/fields/computer-science-machine-learning)

    Research social media platform ethics in decision concepts and address the following: Do you agree that ethics should be applied to social networking BI? Why or why not?

    – 2 years ago

  • [Solved] minimizing the negative-log-likelihood loss function

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    [>Machine Learning homework help](https://www.sweetstudy.com/fields/computer-science-machine-learning) Section 19.6.5 noted that the output of the logistic function could be interpreted as a probability p assigned by the model to the proposition that f(x)=1; the probability that f(x)=0 is therefore …

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    [>Machine Learning homework help](https://www.sweetstudy.com/fields/computer-science-machine-learning)

    Section 19.6.5 noted that the output of the logistic function could be interpreted as a probability p assigned by the model to the proposition that f(x)=1; the probability that f(x)=0 is therefore 1 – p. Write down the probability p as a function of x and calculate the derivative of log p with respect to each weight wi. Repeat the process for log(1-p). These calculations give a learning rule for minimizing the negative-log-likelihood loss function for a probabilistic hypothesis. Comment on any resemblance to other learning rules in the chapter.

    – 2 years ago