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Machine Learning Essays

Machine Learning in Drug Development for Neurodegenerative Diseases

Neurodegeneration-related diseases are noticeably a problem in global public health. They affect people of different ages with conditions like Parkinson’s disease, Alzheimer’s disease, and several genetic neurologic disorders being experienced by millions of people across the globe. These diseases remain with a wide range of intake difficulties because of the unclear etiology and the current ... Read More
Pages: 5       Words: 1225

Benefits and the Dangers of AI in Today’s Society

Artificial intelligence (AI) technologies are far beyond reach nowadays, and they have positive side effects along with some criticism as well. We will dive into two sections of the essay, considering both sides. In this, we will see the positive side of AI, where it brings transformation to different sectors, and also look at the ... Read More
Pages: 5       Words: 1110
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Advancements in Disaster Response: A Comprehensive Analysis of Technological Innovations and Their Impact on Emergency Management

Abstract In today’s fast-developing disasters and escalating humanitarian crises worldwide, applying technological innovations to improve disaster prevention, response, and community resilience has become extremely important (Jafari et al., 2019). This research analyzes emerging technologies such as artificial intelligence, machine learning, blockchain, crowdsourcing platforms, satellite systems, drones, and advanced communication devices. The study analyzes how real-time tracking, predictive ... Read More
Pages: 14       Words: 3628

Equity in Educational Modelling

This research investigates the educational achievement of middle school students in science disciplines. It will examine the impact of demographic factors, including race and gender, on their performance. We aim to identify at-risk students without compromising fair access to educational possibilities by adopting machine learning models such as decision trees and fairness-boasting decision trees. This ... Read More
Pages: 9       Words: 2409

Using Generative AI for Malware Behavior Analysis

A Brief Overview Including Relevance and Significance:  The modern world is grappling with increasing cybersecurity attacks, with experts calling for implementing cutting-edge defense mechanisms to combat the threats. A notable case of how Malware can adversely impact an organization is the recent attack on Etisalat, Emirates Telecommunication Group Company. The Lockbit group-led attack shows the ... Read More
Pages: 9       Words: 2256

Enhancing Cybersecurity in Healthcare IoT Systems: A Machine Learning Approach for Intrusion Detection

Executive summary The paper is devoted to the emerging cybersecurity issues in healthcare systems, highlighting the special attention paid to Internet of Things (IoT) devices for patient remote monitoring. The target domain is to create a well-built inline security detection device (IDS) to maintain data confidentiality and integrity. The authors did a thorough literature review ... Read More
Pages: 13       Words: 3409

Solutions to Social Media Manipulation

Introduction Since the advent of social media in the late 1900s, its proliferation has unfolded at an unprecedented rate, making it an indispensable constituent of modern life. In two decades, social media has experienced a colossal evolution, shifting from exchanging direct electronic data to retail (e-commerce) to virtual space and one of the unequaled marketing ... Read More
Pages: 6       Words: 1546

Amazon Instrument Review Sentiment Analysis

Musical instruments cover many kinds of products that can be obtained in the domain and range from guitars to keyboards to drums to brass instruments. Music instruments play an essential role in several industries, especially in the production of music, performance, education, and entertainment. Music instruments allow people to express their creativity, explore their musical ... Read More
Pages: 10       Words: 2615

New Emerging Technologies and Their Impact on Organization

Introduction Technology has produced a culture in which new inventions are constantly changing our daily routines, jobs, and how we interact with one another. Many of these technological improvements are excellent; they enhance our quality of life, increase productivity, and provide us with more access to necessities. This article examines how developing technologies such as ... Read More
Pages: 4       Words: 1068

Annotated Bibliography on Fall Detection and Prevention Systems.

Introduction Falls among older people harm their independence and health. As the global population ages, falls have become a severe public health issue needing novel risk mitigation solutions. The technology addresses the complicated impacts of elderly falls in “Fall Detection and Prevention Systems,” a prominent research topic. This method was chosen to address fall health ... Read More
Pages: 6       Words: 1577

The Primary Organizational Levels and Their Role in Making Decisions

The basis of Organizational structure is the front-line employees who form the operational skeleton of an organization. These people have a crucial role in providing unique ideas from their day-to-day lives. Their underlying closeness to the tasks and challenges encountered on the ground level allows them to present a unique view, delivering vital data for ... Read More
Pages: 6       Words: 1500

AI and Dark Web

Introduction Like any other part of the internet, AI can interact with the dark web differently. The dark web is an intentionally hidden part of the internet and can only be accessed with specific software such as Tor. Although the dark web is often linked with illegal activities, it also has some legitimate purposes, such ... Read More
Pages: 5       Words: 1205

Artificial Intelligence in the Context of Social Science

Artificial intelligence allows for the application of research methods seen in naturalistic science in social science. However, it promotes the development of social problem constructs without paying attention to addressing the social issues facing a community. Artificial intelligence is a recent time technological invention that has greatly improved human abilities to understand phenomena in nature ... Read More
Pages: 3       Words: 595

Summarize Two Thesis and Compare

Introduction In the ever-evolving landscapes of financial services and cybersecurity, technological advancements such as Microservices Architecture (MSA) and Artificial Intelligence (AI)/Machine Learning (ML) are pivotal in shaping industry practices. Isaiah Angweh Chig Mobit’s study, “Technological, Organizational, and Environmental Factors and the Adoption of Microservices in the Financial Services Sector,” dissects the multidimensional factors influencing the ... Read More
Pages: 10       Words: 2493

Assignment: Booming AI and Its Effect on Students.

Introduction. Artificial Intelligence refers to the simulation of machines, such as computers, with the ability to do tasks that require human Intelligence similarly. Humans could have done the tasks. Such machines can think like people and imitate people’s actions (McCarthy, 2007). They may also exhibit human traits,r example, learning, reasoning, and solving immediate problems. Innovation ... Read More
Pages: 12       Words: 3087
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