Plotting sentiment analysis in r jobs

...word-processed document) • A calculation module (developed in a data processing application) The project should generally follow the structure below, tailored to the specifics of your specialization: 1. Formulation of the theme/topic, including the objectives/requirements proposed for the project. 2. Specification of the studied characteristic(s), data volume/sample size, etc. 3. Data collection (miniaturized), with sources indicated (e.g., yearbooks, surveys, questionnaires, or other sources). 4. Preliminary data processing, such as coding, systematizing, grouping, etc. 5. Selection, use, and description of data analysis methods (e.g., frequency analysis, descriptive indicators, formulas for analysis, analytical prediction in research data ana...

I'm looking to develop an AI based portal aimed at assessing job-skill fit. The portal should be able to evaluate core and behavioural skills and traits based on candidate CV and match it to the JD of a role. The portal should provide clear insights to the candidate on the ga...aimed at assessing job-skill fit. The portal should be able to evaluate core and behavioural skills and traits based on candidate CV and match it to the JD of a role. The portal should provide clear insights to the candidate on the gaps and the fitment score. Ideal Skills: - Proficiency in AI based portal and app development - Experience in creating skills and personality assessment tools - Understanding of soft skills and behavioural traits - Knowledge of core skills assessment - Programming an...

I'm conducting a survey via Google Forms a... Key Tasks: - Use multiple linear regression and descriptive analysis to interpret the data - Apply various descriptive statistical methods, including mean, median, mode, standard deviation, variance, frequency distribution and percentage - Test specific hypotheses based on the survey results Ideal Skills and Experience: - Proficient in using inferential statistical methods - Able to conduct comprehensive descriptive analysis - Strong understanding of multiple linear regression - Experience in testing specific hypotheses - Excellent statistical reporting skills Please note that the survey has received 98 responses. The link to the Google document with the survey results will be shared with the selected freelanc...

...seeking an e-commerce professional experienced in driving high sales for a single product. The primary focus will be on social media marketing, particularly on Instagram and TikTok. Key Responsibilities: - Develop and implement a comprehensive social media marketing strategy on Instagram and TikTok to drive product visibility and sales. - Utilize various social media marketing techniques to engage with potential customers and convert them into buyers. Ideal Skills and Experience: - Proven experience in e-commerce, particularly in promoting and selling a single product. - Strong understanding and experience with Instagram and TikTok as marketing platforms. - Excellent skills in developing engaging social media content. - Experience with data analysis...

I'm seeking a skilled React developer to help build a financial analysis application. This project will be billed at an hourly rate. Key Features: - Data Visualization: The application will need to represent data in a clear and insightful manner. - Reporting and Dashboards: There will be a need for comprehensive reporting tools and user-friendly dashboards. - User Authentication: A secure login system is crucial for this application. - Web Services Consumption: The application will need to pull in data from various web services. Ideal Candidate: - Proficient in front-end development with React - Experience in building data visualization tools - Familiar with creating secure user authentication systems - Knowledgeable in integrating web servi...

Title: Looking for an API Integration Expert (ChatGPT and Twitter/X) for Crypto Market Content Project Description: I am looking for a professional or developer with experience in API integration to set up an automated system that connects the ChatGPT API with my Twitter/X account. The main objective is to create and post content related to the cryptocurrency market, with a particular focus on the most relevant meme coins. I want the system to automate informative posts, price updates, trend analysis, and personalized responses to users interested in this topic. Project Requirements: API Integration: Set up and connect the ChatGPT (OpenAI) and Twitter/X APIs. Content Automation: Design a system that regularly publishes updates on the cryptocurrency market, ...

I'm in need of a detailed business demographic analysis focused on identifying the ideal location for a retail store. The primary purpose of this analysis is to guide location planning, with a specific emphasis on understanding purchasing behaviors. Key Requirements: - Comprehensive analysis of potential retail store locations based on demographic data - Specific focus on purchasing behaviors - Recommendations for optimal store locations Ideal Skills and Experience: - Strong background in market research and demographic analysis - Experience with location planning for retail - Ability to interpret and analyze purchasing behavior data

I'm looking for a seasoned professional with extensive experience in the Oracle Micros RS platform, specifically for retrieving payment information. The specific tasks will include: - Data Analysis and APi integration Ideal candidates should have: - Proven experience with the Oracle Micros platform, particularly withAPi developing and a keen eye for detail. - Previous experience in retrieving data using APis from micros rs

I'm looking for a skilled freelancer to set up a Mac and create an automated daily report from stock broker accounts. This project involves: - Using Python to extract and analyze stock data - Integrating with the broker API (specific API to be determined) - Incorporating vola...from stock broker accounts. This project involves: - Using Python to extract and analyze stock data - Integrating with the broker API (specific API to be determined) - Incorporating volatility indicators (to be specified) - Ensuring the final product can be easily imported into Excel The ideal candidate should be detail-oriented and accurate in data reporting. Proficiency in Python and Excel is essential, as is experience in financial data analysis. If you can deliver reliable rep...

...panel discussion next week, so OK to use ChatGPT and also translation tools. The focus is opportunities in China biotech, and the audience is healthcare/biotech innovators, investors and executives. They want to learn about (a) accessing the growing market for healthcare in China, (b) partnering with Chinese healthcare/biotech companies, and (c) finding VC investment capital in China. I could also use some general information on growth and size of market in China, and how it ranks in the world. I am seeking business research on the key players and competitors in the China biotech and healthcare industry, focusing on both local and international companies. Your research should encompass: - R&D Activities: A broad overview of avenues...

...actuators and various sensors to load parts, perform structural analysis, and visualize the results. Key Requirements: - Integration of multiple sensors: The equipment needs to incorporate force sensors, displacement sensors, torque sensors, and a laser counter. The current system that needs replacing employs an overhead camera to capture curvature data, so there may be a need for a similar visual component unless a better system can be created. - Use of electric actuators: The system should utilize electric actuators for loading the part in multiple orientations (deflection and twisting). Pneumatic is also an option but would prefer all electric for maximum mobility. - Data storage: The equipment should be able to store test results in a library for future referen...

I need help with two circuit analysis problems regarding DC circuits, as shown in the provided figures. Tasks: 1. For the first circuit (FIGURE 1): - Calculate the value of the current through a given 11 V battery. - Calculate the power dissipated in three specific resistors (R1, R2 and R4). 2. For the second circuit (FIGURE 2): - Determine the current (i) flowing in a 30 Ω load using two different methods: a) Thévenin’s theorem b) The superposition theorem - Calculate the values of three inductors present in the circuit. - Calculate the complex form of the voltage across the load using any method. Requirements: - I need the answers typed in a word document file. - Detailed step-by-step solutions are...

I need a professional review of my bottled sauce label to ensure compliance with FDA regulations, specifically focusing on allergen declarations. I already have the nutritional analysis prepared, so the task will primarily involve checking the accuracy and format of the information according to FDA standards.

I have ongoing work related to our previous project 'Corporate Brochure & Slogan for R & M Vending'

...commitments and need an expert in medical imaging to implement three or four benchmark methods for me. The benchmarks I have in mind are f-AnoGAN, VAE (reconstruction), VAE (restoration), and an unsupervised method. I attached a paper to give you more clarification and details. You have until February 1st Key Project Details: - Focus: The primary aim of this project is to detect tumors within MRI scans. - Data: I have pre-processed datasets ready for use with these benchmark methods. Ideal Skills and Experience: - Proficiency in medical imaging analysis, particularly with MRI scans. - Familiarity with the mentioned benchmark methods (f-AnoGAN, VAE). - Strong background in PyTorch and coding. - Ability to meet deadlines under pressure. Your expertis...

I'm looking for an expert in SPSS to perform and interpret a regression analysis for me. I have not yet decided on the specifics of the analysis, including the type of regression or the data to use. Your responsibilities will include: - Conducting an appropriate regression analysis based on the data provided - Interpreting the results in a clear and concise manner - Providing insights based on the p-values, coefficients, R-squared values, model fit, significance tests, and residuals The ideal candidate should have: - Extensive experience with SPSS and regression analysis - Strong statistical knowledge - Excellent data interpretation skills - Ability to explain complex results in simple terms

I'm seeking a professional to conduct a noise level assessment in a residential area, specifically focusing on music levels. - Primary Objective: Assessing the noise levels from music, which can potentially disrupt the peace and quiet of the neighborhood. - Environment: The assessment will take place in a typical residential setting. The ideal candidate for this project should have experience in acoustic analysis and noise level assessment.

I'm looking for a data scrapper who can extract specific information from Twitter and Facebook for me. Twitter Data: - I need the Username and bio, Number of followers, and Name of Twitter users. - I want this information from both...data scrapper who can extract specific information from Twitter and Facebook for me. Twitter Data: - I need the Username and bio, Number of followers, and Name of Twitter users. - I want this information from both personal and business profiles. Facebook Data: - I want to scrape Business profile follower links from Facebook. Ideal Skills: - Prior experience in data scraping from social media platforms - Proficiency in data analysis - Familiarity with Python or other scraping tools - Knowledge of ethical data scraping practices 8...

Hi Moad R., I noticed your profile and would like to offer you my project. We can discuss any details over chat.

I need a USA freelancer to conduct some competition research in the US tech market for my marketing campaigns. I would want your 30 minutes max for real time competition and ad copies to look on particular platforms. Key tasks will include: - Analyzing their marketing strategies and product offerings - Providing insights on market trends and consumer behavior Ideal candidates should: - Be based in the USA - Have experience in market analysis - Should understand SEM

I'm seeking a proficient data analyst to match two financial datasets containing company information. - The first dataset has 1649 rows and the second has 14922 rows. - Each entry in the first dataset must be matched with its corresponding entry in the second dataset. - The first dataset contains detailed identifying information such as company name, ISIN, and Ticker, while the second dataset primarily includes ticker and company name. The primary goal is data matching for consolidation and analysis purposes. The ideal freelancer should have robust experience in data analysis and entry matching, with a keen eye for detail. - Prioritization for matching should focus on the company name. - Discrepancies between the datasets will need to be manuall...

Hi Shefa R., I noticed your profile and would like to offer you my project. We can discuss any details over chat.

I'm seeking an expert with a strong background in economic analysis and infrastructure development to assist in outlining a business case for government investment in a small UK based Port. This project is primarily focused on: - Proposing investments aimed at stimulating economic growth through improved transportation - Reducing Carbon Emissions on UK Roads - Sub Regional Development - Evaluating the potential return on investment and benefits to public safety and sustainability The ideal freelancer for this project should have experience with government investment proposals, a deep understanding of infrastructure and its role in economic growth, as well as strong skills in data analysis and report writing. I have quite a bit of mat...

...build a banking NEFT challan for paying bulk transfers and payrolls in Excel Macros. Ideal Skills and Experience: - High level excel macros and VBA experience is required... Project scope: Prepare a banking Neft challan for bulk transfers and payrolls. 1. A database for vendor banking details ( infinite data feed required) 2. A database for employee banking details (infinite data feed required) 3. A payroll database , ( considering attendance , ESI & PF calculations, Salary advance, other deductions, Allowances, HRA, Salary) 4. Banking NEFT challan for vendor - button for creating print page in A5/A4 data on a company letter head based on data size 5. Banking NEFT challan for Payroll - button for creating print page in A5/A4 data on a company letter ...

...will serve as a landing page for my music, featuring samples of each song along with links to my Spotify, Apple Music, and YouTube channels. My Music style is R&B Style contemporary Gospel/Rap - if that helps identify the type of worship music. Key Requirements: - The site should contain: - A Music Samples section featuring embedded players for each song - A Bio Section detailing my music journey - A Contact Form for fans to reach out - Links to my Spotify, Apple Music, and YouTube - A design that combines both elegant and retro styles - A color palette of black, gold, and blue Skills & Experience: - Proven experience in web development and design - Ability to create embedded players for music - Familiarity with creating links to external platforms - Un...

I'm in need of a freelancer with robust experience in Natural Language Processing (NLP) techniques and time series analysis. The project revolves around utilising NLP for clustering, developing prediction models and performing time series analysis on Human Resources data. Key Aspects: - Clustering: Identifying distinct groups within the HR data - Prediction Models: Creating models to forecast HR trends - Time Series Analysis: Analyzing HR data across different time periods Ideal Skills and Experience: - Proficient in NLP techniques - Extensive experience in time series analysis - Background in Human Resources data analysis is a plus - Ability to work with variable frequency tables

I need an AI solution that can provide insights into fertility and generate personalized nutrition plans. Your AI will analyze period cycle data, hormonal data, and PCOS quiz data to predict fertility windows and ovulation dates. Additionally, it will create tailored meal plans based on dietary preferences, specifically gluten-free, as well as PC...ovulation dates. Additionally, it will create tailored meal plans based on dietary preferences, specifically gluten-free, as well as PCOS quiz results. Key Requirements: - Analyze TVS scan images for PCOS detection - Predict fertility windows and ovulation dates - Generate gluten-free meal plans Ideal Skills: - AI & Machine Learning expertise - Experience in fertility analysis - Nutrition planning knowledge - Image...

I'm looking to develop a sophisticated AI recommendation system that primarily utilizes coupons as its data source. Key Responsibilities: - Design and implement a recommendation system that effectively leverages coupon data. - Ensure the system is capable of learning and improving over time. Ideal Skills and Experience: - Proven experience in AI development, particularly with recommendation systems. - Strong understanding of data analysis and machine learning. - Excellent problem-solving skills and creativity.

I'm looking to develop a sophisticated AI recommendation system that primarily utilizes coupons as its data source. Key Responsibilities: - Design and implement a recommendation system that effectively leverages coupon data. - Ensure the system is capable of learning and improving over time. Ideal Skills and Experience: - Proven experience in AI development, particularly with recommendation systems. - Strong understanding of data analysis and machine learning. - Excellent problem-solving skills and creativity.

...will allow the box to be reduced in size so it is at least 50% smaller than it is currently. 4. The volume prediction percentage box should be movable so it can be moved anywhere within either the indicator or chart pane. The primary objective is to make the volume prediction more accurate. It is very important to try and achieve an accurate volume prediction as quickly as possible at the start of the bar, ideally within minutes. This is because if a breakout is going to occur the price could move away from the breakout entry point very quickly, so you could mis the entry price. Consequently, the volume prediction needs to make an accurate prediction as quickly as possible. Another feature which could be added is a percentage accuracy of prediction, so in a case where yo...

I am seeking a seasoned ETAP...ETAP professional proficient in conducting various power system studies, including load flow, short circuit, relay coordination, harmonics, and arc flash analysis. The primary focus will be on system design and optimization through arc flash analysis. Key Requirements: - Extensive experience with ETAP (Electrical Transient and Analysis Program) - Proficient in load flow study, short circuit study, relay coordination, harmonics, and arc flash analysis - Ability to provide system design and optimization recommendations based on analysis - Knowledge of safety standards and regulations related to arc flash Ideal Skills: - ETAP Power System Analysis - Electrical Engineering - System Design and Optimization ...

I'm seeking a skilled software developer to convert my current Excel co...web-based estimating software. Key Functions: - The software must perform all cost estimation tasks that the Excel workbook currently does. Additional Features: - Robust reporting capabilities: The software should be able to generate comprehensive reports on various aspects of the cost estimations. - Data export options: I need the ability to export data in different formats for further analysis or record-keeping. Ideal Skills: - Proficiency in web-based software development. - Experience with cost estimation tools is a plus. - Strong understanding of reporting systems and data export functionalities. I look forward to your bids, especially from those who can provide a timeline and a p...

I'm seeking a freelancer who can assist me in developing an all-encompassing business guide for launching my IT firm in Chennai. - A crucial component of this guide will be effective marketing and promotion strategies. The freelancer should have a strong background in marketing, particularly within the IT sector, and be able to provide innovative and practical strategies tailored to the Chennai market. - While the guide doesn't need to cover every possible area, the freelancer should ensure it includes key elements such as legal requirements and registration processes, as well as an in-depth market analysis. - The final product should be professionally formatted and easy to understand. The freelancer should have experience in busines...

I am undertaking an academic research project comparing AI laws and guidelines globally, with a specific focus on the EU AI Act and ASEAN countrie...laws and guidelines globally, with a specific focus on the EU AI Act and ASEAN countries. I need an expert to assist with this. Key Responsibilities: - Comparison of AI laws from Europe and the Asean. - Detailed analysis of aspects such as data privacy, ethical guidelines, implementation and compliance, and all legal requirements and conditions. Ideal Skills and Experience: - Expertise in AI laws and regulations in the specified regions - Strong analytical skills for legal comparison - Experience in academic research - Excellent understanding of data privacy and ethical guidelines in AI - Familiarity with i...

...Technical Requirements: * Development in Java using Spring Boot * Integration with the OpenAI API * Generation of JSON files with a specific format * Implementation of integrity validations Main Functionality: The module must automatically generate crossword puzzles based on two input parameters: 1. Crossword theme 2. Desired language Output Specifications: * Format: .txt file containing a JSON * Required JSON structure: * cols: number of columns * rows: number of rows * cells: array with the letters of the crossword * words: array with the positions of the words * questions: array with the corresponding clues Example: {"cols":13,"rows":13,"cells":["B","E","W","I","T","C","H",&q...

We're seeking a highly motivated and enthusiastic Junior SEO Expert to join our team. As a Junior SEO Expert, you'll play a crucial role in improving our website's search engine rankings, driving organic traffic, and increasing online visibility. This is an excellent opportunity for someone looking to gain hands-on experience and develop their skills in SEO. Responsibilities: 1. SEO Audits and Analysis: Conduct thorough website audits to identify areas for improvement and provide recommendations. 2. On-Page Optimization: Optimize website elements, such as meta tags, titles, descriptions, headings, and content, to improve search engine rankings. 3. Off-Page Optimization: Develop and implement strategies to improve website authority, including link build...

I'm looking for a freelancer who can help me compile an email database of NFT collections. This data will primarily be sourced from official NFT collection websites and online NFT marketplaces. Ideal Skills: - Proficient in data collection and analysis - Familiarity with NFT collections and the crypto space - Experience in managing and organizing large datasets Need Email, Website of NFT collections owner.

...writer with a strong background in law, artificial intelligence, and the banking sector for a PhD level research paper. The primary focus of this paper will be the regulation, compliance, and consumer protection issues related to AI in the banking sector, with an emphasis on the challenges faced by GCC Countries in this area. Key Requirements: - Extensive knowledge of legal implications of AI in banking - Familiarity with regulatory frameworks for AI in banking - Ability to conduct in-depth case studies of AI implementation in banks - Understanding of compliance issues and consumer protection mechanisms - Experience with comparative analysis with other countries The ideal candidate should be able to: - Conduct comprehensive resea...

We need a dedicated Android Mobile App developed for our PHP-based job portal, , designed specifically for teachers. Key Responsibilities: - Strategy: Define the app's goals, conduct market analysis, and research customer needs. - Design: Propose and implement design changes for an interactive job search experience, coding and creating a user-friendly interface. - Development: Construct installable software bundles, implement backend services, and carry out comprehensive testing of the app. - Security: Ensure the app's security through advanced encryption, effective authentication measures, and other necessary security features. Important Aspects: - Fast Browsing Speed: The most crucial goal of this app is to facilitate fast browsing. - Interactive Job Search: The

...associated emotions. ● Dream Analysis: Basic analysis tools to identify common symbols and recurring themes within the user's dream entries. ● Search and Filtering: Ability to search and filter dream entries by keywords, tags, and date ranges. Technical Requirements: ● cross-platform development ● Experience with React Native, Flutter, SwiftUI ● Secure data storage and user privacy considerations My Vision: Our envision, an app that is not just functional but also aesthetically pleasing and enjoyable to use. Colors light / pastel / pink, purple some black The calendar-centric design should be central to the user experience, allowing for easy navigation and visualization of dream patterns over time. Additional Functionality: ● Expanded Dream Log: When a user presses on...

...automate trades based on validated setups. The system must support configurable parameters like trading times, asset classes, and trade duration (short-term and long-term) to build a diversified, sustainable trading approach. In addition to the trading functionality, I would like the platform to include AI-driven performance analysis to evaluate daily trade performance and provide insights into individual and cumulative trades. This feature will be critical in refining strategies and identifying areas for improvement. The platform must be designed with scalability in mind, allowing for future upgrades and additional features as the program evolves. A key requirement is a visually appealing and user-friendly interface (UI/UX). The platform should offer a...

Need help in fundraising, digital marketing, exploring different markets, client reachout, channel partnerships, exploring existing products, financial analysis and planning etc. I am seeking a project manager with a strong background in consulting who can oversee project timelines within my AI consulting company. The primary responsibility will be to ensure that all projects meet their deadlines without compromising on quality. Key Responsibilities: - Overseeing project timelines to ensure deadlines are met - Implementing strategies for efficient timeline management Ideal Skills and Experience: - Extensive experience in the consulting industry - Strong project management skills - Proven track record of meeting deadlines Interested people please whats +91...

I'm looking for a SolidWorks expert who can carry out a deformation analysis for a plastic tube. The main loading condition to consider is compressive load. I have a simple SolidWorks Assembly but I don't have the Solidworks licenses for the simulation. Key requirements: - Extensive experience with SolidWorks. - Proficiency in conducting structural analysis. - Skills in interpreting and communicating analysis results.

I'm seeking an SEO specialist to help boost my website's rankings on Google, aiming for the 1st page, surpassing my direct competitors. - Primary Objective: The main goal of this project is to improve my website's search engine rankings. - Focus on Google: The optimization efforts will be centered o...this project is to improve my website's search engine rankings. - Focus on Google: The optimization efforts will be centered on Google, the predominant search engine. - Content Optimization: The project will involve optimizing both my existing content and strategizing for new content. Ideal candidates for this project should have a proven track record in SEO, particularly in enhancing Google rankings. Experience with competitive analysis and conte...

I'm seeking a civil engineer for an industrial facility renovation project. The main objective is to design and oversee the renovation of the structure. Key Responsibilities: - Assess the current condition of the facility - De...project. The main objective is to design and oversee the renovation of the structure. Key Responsibilities: - Assess the current condition of the facility - Develop renovation plans - Ensure all designs meet safety and regulatory standards - Oversee the renovation process Ideal Skills and Experience: - Extensive experience in civil engineering, particularly with industrial facilities - Strong expertise in structural analysis and site development - Proven track record in overseeing large scale renovations - Excellent problem-sol...

We're a small organization (3 employees) in the initial planning stage of our ISO 27001 implementation. I'm looking for an experienced ISO 27001 consultant who can assist us in the following areas and during the entire process. - Gap Analysis and Risk Assessment: Help us identify the gaps in our current information security management system (ISMS) and conduct a thorough risk assessment. - Policy and Procedure Development: Assist in creating necessary policies and procedures aligned with ISO 27001 standards. - Awareness Training and Workshops: Provide training and workshops for our team to raise awareness about information security and ISO 27001 standards. The ideal candidate will have extensive experience with ISO 27001, particularly in...

We are looking for an SEO professional with a strong focus on b...increase my site's domain authority through these backlinks - Performing competitor backlink analysis to identify potential backlink opportunities. - Creating high-quality content specifically designed to attract backlinks from authoritative sources. - Conducting guest post outreach to secure high-quality blog posts on authoritative sites. You should have a deep understanding of SEO and backlinks strategies, as well as experience working with high-authority blogs. Please provide examples of past successful projects in your bid. The website is focused on the Robotics and Technology industry. We expect to see measurable improvements in domain authority within 1-3 months. Key focus on the percentage ...

I'm seeking an experienced professional who can conduct thorough research and development in the field of the Essential Oils Market. The focus will primarily be on assessing market trends and opportunities. Key areas of focus include: - Understanding consumer preferences towards essential oils - Identifying emerging markets with potential - Exploring new applications for essential oils A specific emphasis will be placed on the Indian market, so familiarity with this region would be advantageous. The ideal candidate will have experience in market research, product development, and competitive analysis within the essential oils industry. Skills in data analysis and strategic planning will also be valuable to this project.

My primary aim with off-page SEO is to enhance the quantity of quality backlinks to my site, specifically through directory submissions. Ideal Skills: - Strong understanding of SEO principles and strategies - Proven experience in acquiring backlinks through directory submissions - Familiarity with a variety of quality web directories - Knowledge of SEO tools for tracking and analysis - Excellent communication skills for reporting and updates Experience: - Previous successful SEO projects - Demonstrated improvement in site's backlink profile - Experience working with diverse business sectors

...extensions. Product Deployment: Deliver the software in an OVA file format, deployable on physical and cloud platforms such as AWS, GCP, and Azure, with a size limit of 5GB. Deliverables: Fully functional software. Test cases, test results, and internal/external documentation. Video demos and presentations. Requirements: Expertise in AI/ML, cybersecurity, and network analysis tools. Experience with Elasticsearch, Zeek, Suricata, and custom dashboard development. Familiarity with deployment pipelines and cloud platforms (AWS, Azure, GCP). Strong problem-solving skills to address challenges such as dataset collection, scalability, and minimizing false positives in threat detection. This is a highly technical project requiring expertise in n...