Analysis questionnaire data using spss jobs

I'm seeking skilled professionals to work on a project centered on improving patient services in the field of general medicine. Having healthcare providers as our target audience, our aim is to markedly enhance their patient service operations. It involves: - Planning, developing and implementing effective strategies. - Regular analysis of patient service protocols and suggesting improvements. - Developing tools, systems or procedures for optimum patient service management. Ideal candidates should possess: - Proven experience in healthcare management, specifically patient services. - Strong understanding of general medicine. - Excellent problem-solving skills and initiative. - Ability to evaluate, improve and implement effective systems. - Proactive approach, with a focus on ...

I am currently looking to engage an experienced Machine Learning professional for my project. I require analysis to be conducted on text data as well as numerical data. A strong understanding of Machine Learning concepts and analytical skills are vital. While I have not specified a particular focus area of Machine Learning, I am open to recommendations from the chosen freelancer based on the data provided. Key requirements include: - Proven track record in Machine Learning - Proven track record in Google Gemini and Google big Query ML - Proficient in data analysis and interpretation - Experience working with both text and numerical data Critical thinking and problem-solving skills with attention to detail will be necessary for t...

I'm seeking a candidate experienced in financial analysis capable of dissecting budget forecasts. Specific tasks involve primarily budget modeling built from the forecasts provided. To accomplish this, you should be; - Detail-oriented with strong excel proficiency - Have expertise in budget analysis and modeling - Be familiar with various financial analysis tools Previous experience in similar projects is a must. We're keen on accuracy, effectiveness, and promptness. Sharp analytical skills, in advance, would be highly valued.

...to be able to send notifications for abnormal vital sign values. - Historical Data Analysis: Incorporating a system for collecting and analyzing historical data will be crucial for the project. Access: I envision this application to be primarily accessed via mobile devices, making it a convenient and accessible tool for hospital administrators. User Base: The primary users of this monitoring system will be hospital administrators. It's essential that the design and functionality cater to this audience. The project will require a developer with experience in mobile application development, especially in the healthcare or monitoring domain. Strong knowledge of real-time data processing, alarm systems, and data analytics will be beneficial. Addit...

I am looking for a React Native developer with typescript knowledge. This will be a part-time opportunity for an India-based developer only.

I am seeking an expert in quantitative analysis to summarize content with explanation for it's exercises.

I urgently require a specialist in epidemiological data analysis, specifically someone available to work on this project within the next 6 hours. Despite not specifying a type of analysis, methodology or specific information freelancers should include, I'm after broad expertise and flexibility. Skills and experience: • Broad range of data analysis techniques • Proven ability in descriptive, inferential and time series analysis despite my lack of specification • In-depth understanding of regression analysis, machine learning algorithms and time series forecasting despite no imperative directions • Swift turnaround time, with the ability to meet a 6-hour deadline from the moment of hiring Please include your past ...

I need a comprehensive analysis of Jamaican real estate development trends over a 3-year period, which includes existing and proposed housing projects. The main tasks include: - Analyzing the spreadsheet data to identify existing and proposed housing projects. - Conducting a geographic analysis to understand the landscape of these projects. - Identifying trends in the Jamaican real estate market over the 3-year period. Specifics: - I require an in-depth analysis with a focus on population density, and whether the projects are situated in rural, urban, or peri-urban areas. - The report should also include a comparative analysis between current and proposed projects, highlighting any emerging trends. Ideal skills and experience: - Expertise in data...

I'm looking for an expert in architectural drafting to assist with a project. While I skipped the specific details in the questionnaire, the project will involve drafting plans for a building, which could be for residential, commercial, or industrial purposes. Key Responsibilities: - Developing architectural plans for the building - Ensuring the plans adhere to relevant building codes and regulations Apart from having a strong background in architecture, the ideal freelancer should have a keen eye for detail and be able to think creatively. The ability to interpret and translate abstract ideas into detailed plans is crucial. Additionally, the freelancer should be well-versed in relevant software for drafting, such as AutoCAD or SketchUp. If you're a diligent and creat...

We are seeking an experienced researcher to conduct a comprehensive analysis of chain stores with expansion plans in Washington State. Our company specializes in providing commercial tenant improvement services for retail, restaurant, and automotive industries, and we have a proven track record of successful projects, including a recent collaboration with Boot Barn in Bellingham. Responsibilities: - Conduct in-depth research to identify at least 20 chain stores across relevant industries with expansion plans in Washington State. - Gather detailed information on each chain store's expansion strategies, target locations, and timeline using various resources such as company websites, press releases, financial reports, and industry publications. - Attend industry events and...

I need a skilled mechanical engineer to give me advice on the feasibility of a design I'm working on. I have a product that I'm in the early stages of developing. I need the following: - Analysis of the concept's viability: I'm looking for a general overview of whether this design is likely to succeed as a product. - Recommendations: I would greatly appreciate any suggestions you have for improving the design or making it more efficient. Please note that you won't be required to provide any specific design work at this stage. I'm looking for expert advice to help me move this project forward. Ideal candidates should have: - A solid background in mechanical engineering - Experience in product development - Strong analytical skills - The ability t...

I need a pro forma analysis conducted to forecast future performance for my business. The main objective of this project is to evaluate and forecast future financial performance of my business. To be successful in this role, you must have prior experience with conducting and analyzing pro forma statements. Key Requirements: - Proven experience in financial forecasting - Strong understanding of financial modeling - Experience in creating pro forma statements - Ability to analyze and interpret financial data - Ideally, experience in the industry would be beneficial but not essential Your role in this project will be to: - Utilize historical financial data to forecast future performance - Create detailed and accurate pro forma statements - Identify and highlight key ...

...layout that best highlights my work. - I would like the site to have 1-5 pages in total. - Features that I'd like included are image galleries, client testimonials and social media integration. Other features: Contact me Instagram and Facebook links Gallery Testimonials About Services Menu reference: Ideal Skills and Experience: - Proficiency in using website builders such as Wix or similar online alternatives would be a great advantage. - Experience in designing and developing portfolio websites and understanding of what makes a good portfolio would be beneficial. - Ability to integrate and manage interactive features such as image galleries and social media. - Good understanding of user experience design and ability to create an engaging

...for our pool and other sports. The system should integrate seamlessly with Excel for easy data input and allow us to rank players based on their performances in these sports. We need an Excel system that will integrate with our app. We need the Excel to stand alone as a backup to our app and test the ranking system before integrating it completely into the app. The players will use a paper scorecard to record the match, and then we will enter the game information into the Excel template to track and update players' score and rankings. Ideal Skills: - Proficiency in Excel to develop complex ranking formulas - Previous experience in creating ELO ranking systems - Strong understanding of data analysis and sports statistics - Ability to consider ties in rank...

...Implementation of NLP for easy user interaction - A recommendation engine for personalized advice Data Analysis: The system must be proficient in analyzing various types of financial data, including but not limited to: - The user's income and expenses to track financial habits and frequent expenditures - Investment portfolios for trend analysis, risk assessments, and potential growth opportunities - Credit card transactions to gain additional insights into purchasing behaviors Ideal Skill Set: - Experience in AI Development - Proficient in Predictive Analytics, NLP, and Recommendation Engines - Strong understanding of finance and personal budgeting systems - Deep knowledge in data mining and analysis Please note that the project's...

For this project, we need an expert in data analysis who can help us make major strategic decisions by identifying trends, patterns, and evaluating performance. We are yet to finalize the specifics of the data being analyzed, but you should be prepared to handle diverse data sets. Key Responsibilities: • Data interpretation and analysis • Report generation and presentation Required skills and experiences: • Proficient in Microsoft Excel and Python • Demonstrated experience in data analysis • Strong ability to identify patterns and trends • Excellent problem-solving skills Further information regarding the data to be analyzed and the purpose of the analysis will be provided as we pr...

...who is proficient in Microsoft Excel to create 3 comprehensive pro forma sheets and 4 sensitivity analysis sheets. The purpose of these sheets will be for financial forecasting, specifically in a year-by-year breakdown. Ideal Skills: - Advanced Microsoft Excel proficiency - Previous experience in financial forecasting - Attention to detail - Excellent analytical skills Please note, the project entails: - Creating 3 pro forma sheets - Developing 4 sensitivity analysis sheets - Ensuring a year-by-year breakdown for the financial forecasting - Providing a high level of accuracy and attention to detail - Adhering to deadlines with commitment If you have a solid background in financial analysis and are proficient in Microsoft Excel, please feel free to reach out. Your...

I require an experienced consultant to perform a comprehensive market analysis in the e-health consulting market. We are a multi-state (NC, WA, OH, OR) lifestyle medicine startup. Key Tasks: - Identify the current market size, trends, and potential growth opportunities. - Analyze competitor strategies within the industry. - Provide an estimate for the cost of the consultation. Ideal Freelancer: - Proven experience in healthcare market analysis. - Understanding of competitor analysis strategies. - Strong communication skills to deliver the consultation clearly. - Ability to provide a cost estimate for the project.

...working on a doctoral study in psychology, and I need assistance with using SPSS for data management and analysis. I'm seeking a seasoned freelance statistician who can provide comprehensive guidance on how best to leverage SPSS within my research. Key Elements of the Project: - A mastery of SPSS - Proficiency in handling both data management and analysis - Expertise in applying descriptive statistics - Background in psychology would be an asset As I'm looking for someone who can make sense of complex datasets and help me make the most out of my study, your ability to clearly explain complex concepts will come in handy. Your role will mainly involve ensuring that I'm applying the right statistical models and tests...

I require a diligent freelancer to conduct thorough customer research, competitor analysis, and market trends analysis. The fields of study should primarily aim towards identifying our target market, assessing the market demand, and analyzing our competitors' strengths and weaknesses. I necessitate a freelancer who's reliable and has good communication skills to effectively handle external communication for this task. The purpose of this task is to elevate brand awareness, foster effective customer engagement, and discover potential partnership opportunities. Your proficiency in market analysis, data collection, and communication will be paramount for the success of this endeavor.

I need an experienced professional to build a comprehensive excel model for financial analysis. Key Requirements: - The model should primarily focus on budget forecasting and commission analysis. - It should be designed for annual updates, therefore, it should be easily understandable and modifiable. Ideal Skills and Experience: - Proficiency in Excel and financial modelling. - Strong understanding of budget forecasting and commission analysis. - Experience in building user-friendly, efficient excel models. This project is suitable for someone who has a strong background in finance, as well as a proven track record in creating advanced financial models using Excel. A keen eye for detail and the ability to deliver a high-quality, user-friendly deliverable is e...

I'm embarking on a winery start-up and I'm in need of assistance with the financial analysis part of the business plan. I'm looking for someone who has considerable experience in business finance, particularly in the winery industry if possible. The ideal freelancer for this job would have: - Expertise in creating financial forecasts and budgets for start-ups - Profound understanding of financial risk management - A rich background in financial modelling and analysis - Experience in working on winery businesses would be highly advantageous Additionally, I'm also interested in receiving an outline for cash flow management. It would be great if you could demonstrate your capability to develop a comprehensive cash flow management system in your proposal. U...

Title: Cryptocurrency Trader Analysis and Wallet Tracking Tool Project Description: I'm looking for an experienced cryptocurrency developer to create a tool that can analyze top traders from various coins listed on decentralized exchange (DEX) aggregators like Dexscreener. The primary goal is to track the trading history, success rate, and related wallets of consistently profitable traders. Key Requirements: Integrate with Dexscreener or similar DEX aggregators to fetch a list of top traders for a specific coin/blockchain network (e.g., Base Blockchain). Analyze each trader's wallet address to extract their trading history, including the number of trades, coins traded, and profit/loss for each trade. Identify and track related wallets for each main wallet, enabling the ca...

I'm in need of an expert who can help me complete my project report on a smart power monitor system I've developed using Arduino. This report will be accompanied by a PowerPoint presentation. The report should contain: - **Technical Details:** I have a basic structure in place, but I'm seeking a professional who can fill in any missing technical information. - **Benefits and Applications:** The report should showcase the potential benefits of this system and highlight possible real-world applications. - **Data Analysis and Insights:** It's important to have a detailed data analysis section, with insights drawn from the information collected by the system. I also need the report to include missing details such as: - **Hardware Compon...

...assist me in analyzing and presenting data. Specifically, I'm looking for: Contact me on : [Removed by Freelancer.com Admin for offsiting - please see Section 13 of our Terms and Conditions] - **Descriptive Analysis**: The data needs to be analyzed on a basic level to summarize its main characteristics. This could involve calculating measures of central tendency (mean, median, mode), measures of dispersion (range, variance, standard deviation), and visualizing the data using frequency distributions, scatter plots, histograms, box plots, etc. - **Visualization**: I'd like you to create charts and graphs based on the data analysis. The visualizations should be clear, easy to understand, and should effectively communicate the ins...

Require research assistance, to provide unique project ideas speci...background in Science, Mathematics, Engineering and Technology is ideal. ** This position is ideal for PhD, graduates and research assistants and College University teachers and research assistants ** Ideal skills and experience: * Proven expertise in scientific and mathematical research * Broad knowledge within different scientific fields * Ability to meet tight deadlines * Excellent data interpretation and analysis skills * Good mastery of scientific research methodologies * Strong attention to detail. Your ability to deliver accurate, comprehensive results swiftly will be a valuable asset for this project. If you're a seasoned researcher with a knack for speedy, precision-oriented results, I�...

I'm in need of a sleep analysis professional to help me interpret the data from an overnight sleep study. The primary goal is to analyze the different sleep stages present in the data. Key Responsibilities: - Analyzing the provided CSV sleep data - Identifying and labeling different sleep stages - Providing an insightful report on the sleep stages found Ideal Skills: - Proficiency in EEG analysis - Strong knowledge of sleep stages and their interpretation - Experience with CSV data analysis - Previous work on overnight sleep studies - Ability to provide clear and concise reports The EEG data must be manually analyzed, labeled, and provided. Please note that expertise in sleep stage analysis from overnight studies is par...

I'm currently in need of a specialist to assist in developing an AI that can test websites i build. It should be able to visit every page of a site and decide if the pages work. It should fill out forms such as contact me, reviews, and job applications.

... Ideally, I would need the following, but let's discuss which of this data is potentially too hard to obtain: - TAM (Global, Europe, Italy) - Comparable analysis, i.e. flashlight prices range from 20$ to $300+, I would need to segment the competitor products into price ranges, so to understand the features of competitor products within the price range of my product - Largest players in the market - Growth rate of the market - Types of buyers, i.e. how many flashlights are bought by retail and how many by military, police etc. - The initial market will be Italy, so the more of the information above that can include specific numbers on Italy, the better Ideal Skills and Experience: - Proven track record in market analysis, preferably within the retail sector. - ...

I'm seeking a skilled C++ coder to assist with my project. As...assist with my project. As the client hasn't specified the exact purpose, I require you to be skilled in various aspects of C++ coding including data analysis, game development, and system programming. Your application should ideally include: • Information on past related projects • Professional experience in C++ coding • A detailed proposal indicating how you intend to tackle the project While the timeline for project completion isn't set, a prompt demonstration of proficiency will be greatly appreciated. Please only apply if you have broad experience and proficiency in C++ coding. I need a freelancer who understands how to implement websockets using an existing http ...

...Skilled in Human Resources, specifically in recruitment strategies - Have a profound understanding of the healthcare sector and its needs - Possess excellent proposal and project writing skills - Demonstrated experience in addressing operational inefficiencies Key requirements of the proposal include: - A comprehensive overview of the current recruitment scene in the healthcare industry. - An analysis of our current recruitment strategy and its shortcomings. - Innovative techniques and strategies to attract qualified nursing professionals. - Cost-effective recommendations that align with our budget. - An implementation plan for the proposal. Freelancers proficient in crafting project proposals and well-versed in the healthcare industry are highly desirable. Your insightful st...

...the primary goal of my project, which is data analysis and insights. Key Responsibilities and Requirements: - Solid expertise in Python, Java, and C++ - Thorough understanding of and experience with Machine Learning - Familiarity with Natural Language Processing and Computer Vision technologies - Ability to carry out effective data analysis and gather valuable insights from such analysis The successful freelancer should have a proven track record in these areas, where their proficiency in both coding languages and AI technologies will be put to substantial use. A robust portfolio indicating your prior work in these areas would thus be greatly appreciated. The main aim here is to intelligently analyze and derive meaningful insights from data ...

I am in need of a freelancer proficient in using both PagerDuty and Terraform. While I do have some experience with Terraform, I lack experience in PagerDuty. Therefore, anyone with expertise in both of these fields will be of significant help. Key Responsibilities: - Enable PagerDuty in our GCP environment - Employ Terraform for the configuration of critical alert mechanisms - Alert configuration based on guidelines given by me and also suggestions from you - Configure the alert system to notify us only for major issues Preferred Skills and Experience: - Proficient in using PagerDuty and Terraform - Familiar with both GCP environment and critical alert mechanisms setting - Good at suggesting potential alerts based on best practices - Understanding the difference and impo...

I'm looking for an experienced crowdfunding specialist to help me launch a program aimed at raising $250,000 in 3 months. The funds raised will be directe...alterations to achieve our funding goal - Coordinate with a team of professionals including marketers, designers, and content creators Ideal Skills: - Proven experience in successful charity crowdfunding campaigns - In-depth understanding of the charity sector and what drives donor engagement - Excellent project management skills - Strong communication and collaboration abilities - Proficiency in data analysis and campaign optimization This is a project that carries significant social impact potential. If you are passionate about charity fundraising and have a track record of successful crowdfunding campaigns, I�...

I'm looking for an experienced chemist that can help us buying a specific equipment. The objective is to be able to analyze a liquid and ...is to be able to analyze a liquid and get as many attributes as possible sur as the density, composition, etc. The more attributes the machine can do the better. After having a liquid analysed, I need to be able to transfert all attributes and chemical information to a computer for data science and statistical models building purposes. The part of building stats and models is out of scope on this project, I'm looking for advices on what equipement I should aquire to generate and capture the data from an analysis result. Please apply with your real fees, there will be no negociation. There's many bots on this platfor...

I need someone to write 900 word case study analysis. The case study is about risk management. I will provide case study file and more instructions about the task in chat. Thanks

I am in search of a proficient financial analyst knowledgeable in financial modeling and investment analysis. The successful candidate should have a keen eye on assessing financial risks and make informed decisions. The provided data for analysis will include balance sheets, income statements, and cash flow statements. Proficiency in Excel is highly crucial for seamless execution of tasks. Experience in financial analysis and modeling, risk assessment, and investment analysis will be beneficial. Able to work with Excel is a must-have. The ideal candidate should demonstrate attention to detail, understanding of financial trends, and maintain confidentiality. Accuracy is vital in all these processes.

...Automate, and SQL. The project involves both analytics and reporting. Key Responsibilities: - Develop an effective data model in SQL that supports data analysis and visualization in Power BI. - Implement insightful data visualization and dashboards using Power BI. - Create reports in SSRS for automated distribution. - Develop automated report distribution through Power Automate. Ideal Skills and Experience: - Proficiency in Power BI, SSRS, Power Automate, and SQL. - Strong background in data analysis and visualization. - Experience with creating complex data models. - Previous work on automated report distribution is a plus. The selected candidate will be pivotal in turning our data into actionable insights. A solution-o...

I'm looking for a skilled freelancer to help me with a personal data analysis project, using Kaggle and Tableu. - You must have solid experience in data identification, visualization, and analytics. - Your main goal will be to create an insightful dashboard that will help me with hypothetical decision making. You must show relationships and justify predictions from the data. You are still supporting the hypothetical decision maker your main deliverable for this assignment is a presentation that describes how you approached the problem, what data you considered, and your predictions. - Please only apply if you have proven experience in similar projects. Please include relevant experience in your application.

Detailed description of services provided: RF Test Analysis: We will begin with an in-depth analysis of the RF test results provided, to understand your antenna's current performance and identify areas for improvement to meet CE-RED and FCC certification requirements. Antenna Redesign: Following our analysis, it is clear that a revision of the antenna design is required to reduce transmit power at the 7217.00 MHz frequency. We therefore propose to redesign the antenna by adjusting its dimensions to achieve the required transmit power levels. Antenna import: If you already have a simulation file, we can import it directly into HFSS to speed up the redesign process. Otherwise, please provide us with your PCB's Gerber file, from which we can extract the antenn...

I'm looking for a Google Sheets expert who can create formulas, automate data calculations, and provide data analysis and reporting. The successful freelancer will need to automate data input from a website or database. Ideal Skills & Experience: - Proven expertise in Google Sheets, particularly in formula creation and automation. - Experience in data analysis and reporting. - Demonstrated ability to automate data input from websites or databases. - Strong communication skills and ability to provide detailed project proposals.

...CRM systems. The main goal of this integration is to sync customer information between the two systems on a daily basis. Key Requirements: - **Data Sync:** The primary objective is to ensure that customer information is consistently synced between Netsuite and Zoho CRM. Ideal platform is CELIGO - **Frequency:** I require this data transfer to occur daily, ensuring that both systems are always up-to-date with customer information. Additional phases will include contacts The ideal freelancer for this project should be: - **Experienced:** Proficient in both Netsuite and Zoho CRM as well as integrating systems. - **Detail-Oriented:** Ensuring data consistency and integrity is a priority. - **Time Management:** The daily sync is crucial, so the ability to implement ...

I'm seeking a professional writer who can craft a critical and analytical article about the functions and responsibilities of the SCRD. Key Deliverables: - A comprehensive analysis of the functions and responsibilities of the SCRD. - The article should be written in a professional, formal tone. - Clear, concise, and engaging language that captivates readers. Ideal Skills and Experience: - Proven experience in writing analytical and critical pieces. - Strong understanding of urban planning or related areas. - Excellent research skills. - Good knowledge of SCRD or similar government bodies is a plus.

...these cases mean? b) For how many cases the submission is made after two months of the end of the trip? 5. Create a table in which you analyze the organizational role as a dimension, and: a) assess workload (count of unique case IDs handled by the role) for each role; b) the average throughput time for each role; c) The average events per role; Comment on the findings. 6. Perform one additional analysis (e.g., a chart, a KPI, or a table) to unveil any problematic or insightful aspect you consider important. Report what you did and any emerging insights....

...include: -Field Logging soil using the Unified Soil Classification System -Field Logging rock cores for weathering, hardness, fracturing, percent recovery, rock quality designation -Completing field logs either on paper or with pLog Tablet -Leading drill crews from site to site -Preserving samples with foil and or plastic bags -Keeping track of hours and communicating with Project Manager -Assist with laboratory testing such as moisture content, atterberg limits, sieve analysis -Assist with utility locates and drill rig accessibility -Must be eligible to work in the USA -Must have a USA state issued Drivers License Ideal Skills and Experience: - Experience in geotechnical logging - Strong knowledge and experience in lab testing methods for soil analysis -...

...pressure-driven membrane processes - Conducting sorption/diffusion analysis in polymers - Examining the impact of concentration and temperature on transport - Constructing and utilizing membrane modules - Calculating flux and selectivity - Analyzing fouling in membrane processes The desired level of accuracy for this project is high, so the successful candidate will need to have a keen eye for detail and a deep understanding of the complexities of membrane processes. Your expertise in this area and ability to deliver high accuracy calculations will be crucial to the success of this project. Skills and experience required: - Extensive experience in membrane technology - Strong background in polymers and sorption/diffusion analysis - Ability to develop accurate transport...

...Requirement gathering and analysis: You'll be responsible for collecting, documenting, and analyzing business requirements and translating them into technical specifications. - Process improvement and optimization: You'll need to identify opportunities for streamlining and enhancing our existing business processes. - Solution design and implementation: You'll play a crucial role in designing and implementing business solutions that align with our technology-oriented goals. The ideal candidate will have a mid-level of experience in similar roles, particularly in the technology industry. You should have a good understanding of the tech landscape and be able to work with cross-functional teams to deliver efficient and effective solutions. Experience in agile methodol...

...with experience in designing pitch decks or investor prospectuses, ideally with a finance background. Key Elements: - Your task will involve crafting a comprehensive pitch deck or investor prospectus that includes company overview, market analysis, and high-level financial projections. Design Preferences: - The pitch deck needs to exude professionalism and corporate appeal. It should be visually engaging without sacrificing the gravity of the content. Financial Projections: - While I don't require a detailed, year-by-year or month-by-month cash flow analysis, a high-level overview of financial projections that are clear and convincing is key. Ideal Skills: - Proficiency in pitch deck design - Understanding of finance and financial projections - Ability to create...

I'm in need of a Windows-compatible software that will help me manage my shop's logistic operations more efficiently. The software should not ...- Logistic Management: The software should provide comprehensive support in handling various logistics aspects of my shop. - Billing Support: A robust billing system that allows for easy and accurate invoicing is a must. - Shop Metrics Analysis: The software should enable the analysis of specific shop logistics metrics, such as sales data, inventory levels, and customer demand patterns. Skills and Experience: - Experience in developing logistics and billing software for Windows. - Proficiency in integrating external services and APIs. - Strong data analysis skills and familiarity with logistic metrics....

**Project Description:** Title: AI-Based Keyphrase Extraction Using BERT and Unsupervised Embedding Approach **Overview:** This project focuses on developing an AI-based keyphrase extraction system for scientific documents. It aims to address the challenge of extracting keyphrases from longer documents by leveraging advanced NLP techniques. The project utilizes the S20RC dataset and incorporates tools like GROBID for document preprocessing. **Objectives:** 1. Implement a keyphrase extraction system using BERT and unsupervised embedding approaches. 2. Utilize the S20RC dataset for training and evaluation. 3. Evaluate the system's performance using the F1 score metric. 4. Integrate GROBID for structured data extraction from PDF documents. 5...